Using fMRI to decode true thoughts independent of intention to conceal

Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of “Yes/No” thoughts that precede the actual overt...

Full description

Saved in:

Bibliographic Details
Published in	NeuroImage (Orlando, Fla.) Vol. 99; pp. 80 - 92
Main Authors	Yang, Zhi, Huang, Zirui, Gonzalez-Castillo, Javier, Dai, Rui, Northoff, Georg, Bandettini, Peter
Format	Journal Article
Language	English
Published	Amsterdam Elsevier Inc 01.10.2014 Elsevier Elsevier Limited
Subjects	Accuracy Adult Biological and medical sciences Brain - physiology Brain research Cerebral Cortex - physiology Deception Dishonesty Dorsolateral prefrontal cortex Experiments Female fMRI Fundamental and applied biological sciences. Psychology Humans Image Processing, Computer-Assisted Intention Lie Detection - psychology Magnetic Resonance Imaging - methods Male Medical imaging Multivariate pattern analysis Photic Stimulation Reproducibility of Results Searchlight Vertebrates: nervous system and sense organs Young Adult Dorsolateral prefrontal cortex fMRI Searchlight Multivariate pattern analysis Deception Central nervous system Prefrontal cortex Nuclear magnetic resonance imaging Encephalon Functional imaging
Online Access	Get full text
ISSN	1053-8119 1095-9572 1095-9572
DOI	10.1016/j.neuroimage.2014.05.034

Cover

Loading…

Abstract	Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of “Yes/No” thoughts that precede the actual overt response to a binary “Yes/No” question. In this study, we focus on examining: (1) whether spatial patterns of the hemodynamic response carry sufficient information to allow reliable decoding of “Yes/No” thoughts; and (2) whether decoding of “Yes/No” thoughts is independent of the intention to respond honestly or dishonestly. To achieve this goal, we conducted two separate experiments. Experiment 1, collected on a 3T scanner, examined the whole brain to identify regions that carry sufficient information to permit significantly above-chance prediction of “Yes/No” thoughts at the group level. In Experiment 2, collected on a 7T scanner, we focused on the regions identified in Experiment 1 to examine the capability of achieving high decoding accuracy at the single subject level. A set of regions – namely right superior temporal gyrus, left supra-marginal gyrus, and left middle frontal gyrus – exhibited high decoding power. Decoding accuracy for these regions increased with trial averaging. When 18 trials were averaged, the median accuracies were 82.5%, 77.5%, and 79.5%, respectively. When trials were separated according to deceptive intentions (set via experimental cues), and classifiers were trained on honest trials, but tested on trials where subjects were asked to deceive, the median accuracies of these regions still reached 66%, 75%, and 78.5%. These results provide evidence that concealed “Yes/No” thoughts are encoded in the BOLD signal, retaining some level of independence from the subject’s intentions to answer honestly or dishonestly. These findings also suggest the theoretical possibility for more efficient brain-computer interfaces where subjects only need to think their answers to communicate. •True thoughts precede the overt responses to questions and are decoded from fMRI.•The left middle frontal gyrus showed 76–93% accuracy for true “Yes/No” decoding.•The decoding accuracy of this region increases with trial averaging.•Brain activity patterns encoding true thoughts are similar in different intentions.
AbstractList	Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of “Yes/No” thoughts that precede the actual overt response to a binary “Yes/No” question. In this study, we focus on examining: (1) whether spatial patterns of the hemodynamic response carry sufficient information to allow reliable decoding of “Yes/No” thoughts; and (2) whether decoding of “Yes/No” thoughts is independent of the intention to respond honestly or dishonestly. To achieve this goal, we conducted two separate experiments. Experiment 1, collected on a 3T scanner, examined the whole brain to identify regions that carry sufficient information to permit significantly above-chance prediction of “Yes/No” thoughts at the group level. In Experiment 2, collected on a 7T scanner, we focused on the regions identified in Experiment 1 to examine the capability of achieving high decoding accuracy at the single subject level. A set of regions – namely right superior temporal gyrus, left supra-marginal gyrus, and left middle frontal gyrus – exhibited high decoding power. Decoding accuracy for these regions increased with trial averaging. When 18 trials were averaged, the median accuracies were 82.5%, 77.5%, and 79.5%, respectively. When trials were separated according to deceptive intentions (set via experimental cues), and classifiers were trained on honest trials, but tested on trials where subjects were asked to deceive, the median accuracies of these regions still reached 66%, 75%, and 78.5%. These results provide evidence that concealed “Yes/No” thoughts are encoded in the BOLD signal, retaining some level of independence from the subject’s intentions to answer honestly or dishonestly. These findings also suggest the theoretical possibility for more efficient brain-computer interfaces where subjects only need to think their answers to communicate. •True thoughts precede the overt responses to questions and are decoded from fMRI.•The left middle frontal gyrus showed 76–93% accuracy for true “Yes/No” decoding.•The decoding accuracy of this region increases with trial averaging.•Brain activity patterns encoding true thoughts are similar in different intentions. Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of "Yes/No" thoughts that precede the actual overt response to a binary "Yes/No" question. In this study, we focus on examining: (1) whether spatial patterns of the hemodynamic response carry sufficient information to allow reliable decoding of "Yes/No" thoughts; and (2) whether decoding of "Yes/No" thoughts is independent of the intention to respond honestly or dishonestly. To achieve this goal, we conducted two separate experiments. Experiment 1, collected on a 3T scanner, examined the whole brain to identify regions that carry sufficient information to permit significantly above-chance prediction of "Yes/No" thoughts at the group level. In Experiment 2, collected on a 7T scanner, we focused on the regions identified in Experiment 1 to examine the capability of achieving high decoding accuracy at the single subject level. A set of regions--namely right superior temporal gyrus, left supra-marginal gyrus, and left middle frontal gyrus--exhibited high decoding power. Decoding accuracy for these regions increased with trial averaging. When 18 trials were averaged, the median accuracies were 82.5%, 77.5%, and 79.5%, respectively. When trials were separated according to deceptive intentions (set via experimental cues), and classifiers were trained on honest trials, but tested on trials where subjects were asked to deceive, the median accuracies of these regions still reached 66%, 75%, and 78.5%. These results provide evidence that concealed "Yes/No" thoughts are encoded in the BOLD signal, retaining some level of independence from the subject's intentions to answer honestly or dishonestly. These findings also suggest the theoretical possibility for more efficient brain-computer interfaces where subjects only need to think their answers to communicate.Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of "Yes/No" thoughts that precede the actual overt response to a binary "Yes/No" question. In this study, we focus on examining: (1) whether spatial patterns of the hemodynamic response carry sufficient information to allow reliable decoding of "Yes/No" thoughts; and (2) whether decoding of "Yes/No" thoughts is independent of the intention to respond honestly or dishonestly. To achieve this goal, we conducted two separate experiments. Experiment 1, collected on a 3T scanner, examined the whole brain to identify regions that carry sufficient information to permit significantly above-chance prediction of "Yes/No" thoughts at the group level. In Experiment 2, collected on a 7T scanner, we focused on the regions identified in Experiment 1 to examine the capability of achieving high decoding accuracy at the single subject level. A set of regions--namely right superior temporal gyrus, left supra-marginal gyrus, and left middle frontal gyrus--exhibited high decoding power. Decoding accuracy for these regions increased with trial averaging. When 18 trials were averaged, the median accuracies were 82.5%, 77.5%, and 79.5%, respectively. When trials were separated according to deceptive intentions (set via experimental cues), and classifiers were trained on honest trials, but tested on trials where subjects were asked to deceive, the median accuracies of these regions still reached 66%, 75%, and 78.5%. These results provide evidence that concealed "Yes/No" thoughts are encoded in the BOLD signal, retaining some level of independence from the subject's intentions to answer honestly or dishonestly. These findings also suggest the theoretical possibility for more efficient brain-computer interfaces where subjects only need to think their answers to communicate. Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of “Yes/No” thoughts that precede the actual overt response to a binary “Yes/No” question. In this study, we focus on examining: (1) whether spatial patterns of the hemodynamic response carry sufficient information to allow reliable decoding of “Yes/No” thoughts; and (2) whether decoding of “Yes/No” thoughts is independent of the intention to respond honestly or dishonestly. To achieve this goal, we conducted two separate experiments. Experiment 1, collected on a 3T scanner, examined the whole brain to identify regions that carry sufficient information to permit significantly above-chance prediction of “Yes/No” thoughts at the group level . In Experiment 2, collected on a 7T scanner, we focused on the regions identified in Experiment 1 to examine the capability of achieving high decoding accuracy at the single subject level . A set of regions—namely right superior temporal gyrus, left supra-marginal gyrus, and left middle frontal gyrus—exhibited high decoding power. Decoding accuracy for these regions increased with trial averaging. When 18 trials were averaged, the median accuracies were 82.5%, 77.5%, and 79.5%, respectively. When trials were separated according to deceptive intentions (set via experimental cues), and classifiers were trained on honest trials, but tested on trials where subjects were asked to deceive, the median accuracies of these regions still reached 66%, 75%, and 78.5%. These results provide evidence that concealed “Yes/No” thoughts are encoded in the BOLD signal, retaining some level of independence from the subject’s intentions to answer honestly or dishonestly. These findings also suggest the theoretical possibility for more efficient brain-computer interfaces where subjects only need to think their answers to communicate. Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of "Yes/No" thoughts that precede the actual overt response to a binary "Yes/No" question. In this study, we focus on examining: (1) whether spatial patterns of the hemodynamic response carry sufficient information to allow reliable decoding of "Yes/No" thoughts; and (2) whether decoding of "Yes/No" thoughts is independent of the intention to respond honestly or dishonestly. To achieve this goal, we conducted two separate experiments. Experiment 1, collected on a 3T scanner, examined the whole brain to identify regions that carry sufficient information to permit significantly above-chance prediction of "Yes/No" thoughts at the group level. In Experiment 2, collected on a 7T scanner, we focused on the regions identified in Experiment 1 to examine the capability of achieving high decoding accuracy at the single subject level. A set of regions--namely right superior temporal gyrus, left supra-marginal gyrus, and left middle frontal gyrus--exhibited high decoding power. Decoding accuracy for these regions increased with trial averaging. When 18 trials were averaged, the median accuracies were 82.5%, 77.5%, and 79.5%, respectively. When trials were separated according to deceptive intentions (set via experimental cues), and classifiers were trained on honest trials, but tested on trials where subjects were asked to deceive, the median accuracies of these regions still reached 66%, 75%, and 78.5%. These results provide evidence that concealed "Yes/No" thoughts are encoded in the BOLD signal, retaining some level of independence from the subject's intentions to answer honestly or dishonestly. These findings also suggest the theoretical possibility for more efficient brain-computer interfaces where subjects only need to think their answers to communicate. Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of "Yes/No" thoughts that precede the actual overt response to a binary "Yes/No" question. In this study, we focus on examining: (1) whether spatial patterns of the hemodynamic response carry sufficient information to allow reliable decoding of "Yes/No" thoughts; and (2) whether decoding of "Yes/No" thoughts is independent of the intention to respond honestly or dishonestly. To achieve this goal, we conducted two separate experiments. Experiment 1, collected on a 3T scanner, examined the whole brain to identify regions that carry sufficient information to permit significantly above-chance prediction of "Yes/No" thoughtsat the group level. In Experiment 2, collected on a 7T scanner, we focused on the regions identified in Experiment 1 to examine the capability of achieving high decoding accuracyat the single subject level. A set of regions - namely right superior temporal gyrus, left supra-marginal gyrus, and left middle frontal gyrus - exhibited high decoding power. Decoding accuracy for these regions increased with trial averaging. When 18 trials were averaged, the median accuracies were 82.5%, 77.5%, and 79.5%, respectively. When trials were separated according to deceptive intentions (set via experimental cues), and classifiers were trained on honest trials, but tested on trials where subjects were asked to deceive, the median accuracies of these regions still reached 66%, 75%, and 78.5%. These results provide evidence that concealed "Yes/No" thoughts are encoded in the BOLD signal, retaining some level of independence from the subject's intentions to answer honestly or dishonestly. These findings also suggest the theoretical possibility for more efficient brain-computer interfaces where subjects only need to think their answers to communicate. Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of cognitive processes. One cognitive process, not yet investigated, is the mental representation of "Yes/No" thoughts that precede the actual overt response to a binary "Yes/No" question. In this study, we focus on examining: (1) whether spatial patterns of the hemodynamic response carry sufficient information to allow reliable decoding of "Yes/No" thoughts; and (2) whether decoding of "Yes/No" thoughts is independent of the intention to respond honestly or dishonestly. To achieve this goal, we conducted two separate experiments. Experiment 1, collected on a 3T scanner, examined the whole brain to identify regions that carry sufficient information to permit significantly above-chance prediction of "Yes/No" thoughts . In Experiment 2, collected on a 7T scanner, we focused on the regions identified in Experiment 1 to examine the capability of achieving high decoding accuracy . A set of regions - namely right superior temporal gyrus, left supra-marginal gyrus, and left middle frontal gyrus - exhibited high decoding power. Decoding accuracy for these regions increased with trial averaging. When 18 trials were averaged, the median accuracies were 82.5%, 77.5%, and 79.5%, respectively. When trials were separated according to deceptive intentions (set via experimental cues), and classifiers were trained on honest trials, but tested on trials where subjects were asked to deceive, the median accuracies of these regions still reached 66%, 75%, and 78.5%. These results provide evidence that concealed "Yes/No" thoughts are encoded in the BOLD signal, retaining some level of independence from the subject's intentions to answer honestly or dishonestly. These findings also suggest the theoretical possibility for more efficient brain-computer interfaces where subjects only need to think their answers to communicate.
Author	Gonzalez-Castillo, Javier Dai, Rui Huang, Zirui Northoff, Georg Bandettini, Peter Yang, Zhi
AuthorAffiliation	b Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health. 10 Center Drive, Bethesda, MD, 20892, USA c Mind Brain Imaging and Neuroethics Research Unit, University of Ottawa. 1145 Carling Avenue, Ottawa, ON, K1Z7K4, Canada e Institute of Life Science, South China Normal University. Shipai, Guangzhou, 510631, China a Key Laboratory of Behavioral Sciences, Institute of Psychology, Chinese Academy of Sciences. 16 Lincui Road, Beijing, 100101, China d Center for Cognition and Brain Disorders, Hangzhou Normal University. 126 Wenzhou Road, Hangzhou, 310015, China
AuthorAffiliation_xml	– name: e Institute of Life Science, South China Normal University. Shipai, Guangzhou, 510631, China – name: d Center for Cognition and Brain Disorders, Hangzhou Normal University. 126 Wenzhou Road, Hangzhou, 310015, China – name: c Mind Brain Imaging and Neuroethics Research Unit, University of Ottawa. 1145 Carling Avenue, Ottawa, ON, K1Z7K4, Canada – name: a Key Laboratory of Behavioral Sciences, Institute of Psychology, Chinese Academy of Sciences. 16 Lincui Road, Beijing, 100101, China – name: b Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health. 10 Center Drive, Bethesda, MD, 20892, USA
Author_xml	– sequence: 1 givenname: Zhi orcidid: 0000-0002-2222-2312 surname: Yang fullname: Yang, Zhi email: yangz@psych.ac.cn organization: Key Laboratory of Behavioral Sciences, Institute of Psychology, Chinese Academy of Sciences. 16 Lincui Road, Beijing, 100101, China – sequence: 2 givenname: Zirui surname: Huang fullname: Huang, Zirui organization: Key Laboratory of Behavioral Sciences, Institute of Psychology, Chinese Academy of Sciences. 16 Lincui Road, Beijing, 100101, China – sequence: 3 givenname: Javier surname: Gonzalez-Castillo fullname: Gonzalez-Castillo, Javier organization: Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health. 10 Center Drive, Bethesda, MD, 20892, USA – sequence: 4 givenname: Rui surname: Dai fullname: Dai, Rui organization: Center for Cognition and Brain Disorders, Hangzhou Normal University. 126 Wenzhou Road, Hangzhou, 310015, China – sequence: 5 givenname: Georg surname: Northoff fullname: Northoff, Georg organization: Mind Brain Imaging and Neuroethics Research Unit, University of Ottawa. 1145 Carling Avenue, Ottawa, ON, K1Z7K4, Canada – sequence: 6 givenname: Peter surname: Bandettini fullname: Bandettini, Peter organization: Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health. 10 Center Drive, Bethesda, MD, 20892, USA
BackLink	http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28701106$$DView record in Pascal Francis https://www.ncbi.nlm.nih.gov/pubmed/24844742$$D View this record in MEDLINE/PubMed
BookMark	eNqNkstu1DAUhiNURC_wCigSQmKT4dix43iDKBWFSkVIiK4txz6Z8ZCxBzup1LfHUacMzGo2vsjf-X0u_3lx4oPHoigJLAiQ5v164XGKwW30EhcUCFsAX0DNnhVnBCSvJBf0ZD7zumoJkafFeUprAJCEtS-KU8paxgSjZ8X1XXJ-WfbfftyUYygtmmCxHOOUl1WYlqsxlc5b3GJe_FiGPl_HfHLBzwEmeIN6eFk87_WQ8NVuvyjurj__vPpa3X7_cnN1eVuZhoqx6rEVkssGSY2WWezatiFaG6hbK2UtO851B73kFhoruKZgpZUMsCYddJTVF8WHR93t1G3QmpxI1IPaxtyK-KCCdur_F-9WahnuFSNCMl5ngXc7gRh-T5hGtXHJ4DBoj2FKinDOgYhWiCNQJikAbWRG3xyg6zBFnzsxU0LShtY0U6__Tf5v1k_TyMDbHaCT0UMftTcu7blWACHQ7LtgYkgpYq-MG_U8klyzGxQBNdtErdXeJmq2iQKusk2yQHsg8PTHEaGfHkMxj_neYVTJOMwmsC6iGZUN7hiRjwciZnDe5Zp_4cNxEn8AnEvzAw
CitedBy_id	crossref_primary_10_1080_03637751_2017_1395059 crossref_primary_10_1002_hbm_24432 crossref_primary_10_1002_hbm_25136 crossref_primary_10_1371_journal_pone_0230837 crossref_primary_10_1038_s41467_021_27926_w crossref_primary_10_1016_j_cobeha_2016_09_005 crossref_primary_10_1016_j_bandc_2015_11_007 crossref_primary_10_1093_cercor_bhw265 crossref_primary_10_1162_jocn_a_01291 crossref_primary_10_1007_s11682_015_9409_1 crossref_primary_10_3389_fnhum_2015_00689 crossref_primary_10_1002_mrm_26018 crossref_primary_10_1016_j_ajp_2023_103721 crossref_primary_10_1016_j_dcn_2015_12_008 crossref_primary_10_1371_journal_pone_0167497
Cites_doi	10.1016/j.neuropsychologia.2003.12.005 10.1016/j.neuroimage.2004.12.034 10.1098/rstb.2004.1555 10.1006/nimg.2001.1003 10.1038/nature02966 10.1002/hbm.20630 10.1056/NEJMoa0905370 10.1073/pnas.0600244103 10.1016/S0028-3932(99)00098-6 10.1016/j.cub.2006.11.072 10.1038/nrn730 10.1016/S0896-6273(01)00519-0 10.1038/35084005 10.1523/JNEUROSCI.5577-12.2013 10.1002/hbm.20191 10.1073/pnas.1001028107 10.1093/cercor/bhn189 10.1111/j.1749-6632.2010.05444.x 10.1007/s12264-012-1253-3 10.1016/S0896-6273(02)00575-5 10.1016/j.neuroimage.2011.04.016 10.1016/S1053-8119(03)00343-4 10.1016/j.neuropsychologia.2012.01.026 10.1093/cercor/bhh189 10.1038/nn.3381 10.1016/j.neuroimage.2012.01.103 10.1126/science.1130197 10.1016/j.neuroimage.2012.01.012 10.1016/j.tics.2007.11.008 10.1016/j.brainresbull.2006.08.003 10.1006/cbmr.1996.0014 10.1073/pnas.0606297104 10.1093/cercor/bhn037 10.1126/science.1063736 10.1038/nn.2112 10.1016/j.neuropsychologia.2006.04.015 10.1002/hbm.460030404 10.1073/pnas.1121049109 10.1016/j.neuroimage.2012.10.076 10.1038/362342a0 10.1006/cogp.2000.0736 10.1016/j.neuroimage.2013.03.041 10.1523/JNEUROSCI.4275-06.2006 10.1016/j.tics.2006.07.005 10.1073/pnas.1212218110 10.1038/nrn1931 10.1038/5739 10.1097/WCO.0b013e328332c3cf 10.1016/j.neuroimage.2010.05.051 10.1002/nbm.715 10.1016/j.neuropsychologia.2010.08.013 10.1016/j.acra.2004.11.023 10.1038/nn.2533 10.1073/pnas.0603949103 10.1097/00001756-200109170-00019
ContentType	Journal Article
Copyright	2014 Elsevier Inc. 2015 INIST-CNRS Copyright © 2014 Elsevier Inc. All rights reserved. Copyright Elsevier Limited Oct 1, 2014 2014 Elsevier Inc. All rights reserved. 2014
Copyright_xml	– notice: 2014 Elsevier Inc. – notice: 2015 INIST-CNRS – notice: Copyright © 2014 Elsevier Inc. All rights reserved. – notice: Copyright Elsevier Limited Oct 1, 2014 – notice: 2014 Elsevier Inc. All rights reserved. 2014
DBID	AAYXX CITATION IQODW CGR CUY CVF ECM EIF NPM 3V. 7TK 7X7 7XB 88E 88G 8AO 8FD 8FE 8FH 8FI 8FJ 8FK ABUWG AFKRA AZQEC BBNVY BENPR BHPHI CCPQU DWQXO FR3 FYUFA GHDGH GNUQQ HCIFZ K9. LK8 M0S M1P M2M M7P P64 PHGZM PHGZT PJZUB PKEHL PPXIY PQEST PQGLB PQQKQ PQUKI PRINS PSYQQ Q9U RC3 7X8 7QO 5PM
DOI	10.1016/j.neuroimage.2014.05.034
DatabaseName	CrossRef Pascal-Francis Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed ProQuest Central (Corporate) Neurosciences Abstracts Health & Medical Collection ProQuest Central (purchase pre-March 2016) Medical Database (Alumni Edition) Psychology Database (Alumni) ProQuest Pharma Collection Technology Research Database ProQuest SciTech Collection ProQuest Natural Science Collection Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Essentials - QC Biological Science Collection ProQuest Central Natural Science Collection ProQuest One ProQuest Central Korea Engineering Research Database Proquest Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student SciTech Premium Collection ProQuest Health & Medical Complete (Alumni) Biological Sciences ProQuest Health & Medical Collection Medical Database Psychology Database Biological Science Database Biotechnology and BioEngineering Abstracts ProQuest Central Premium ProQuest One Academic (New) ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest One Psychology ProQuest Central Basic Genetics Abstracts MEDLINE - Academic Biotechnology Research Abstracts PubMed Central (Full Participant titles)
DatabaseTitle	CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) ProQuest One Psychology ProQuest Central Student Technology Research Database ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest One Health & Nursing ProQuest Natural Science Collection ProQuest Pharma Collection ProQuest Central China ProQuest Central ProQuest One Applied & Life Sciences ProQuest Health & Medical Research Collection Genetics Abstracts Health Research Premium Collection Health and Medicine Complete (Alumni Edition) Natural Science Collection ProQuest Central Korea Health & Medical Research Collection Biological Science Collection ProQuest Central (New) ProQuest Medical Library (Alumni) ProQuest Biological Science Collection ProQuest Central Basic ProQuest One Academic Eastern Edition ProQuest Hospital Collection Health Research Premium Collection (Alumni) ProQuest Psychology Journals (Alumni) Biological Science Database ProQuest SciTech Collection Neurosciences Abstracts ProQuest Hospital Collection (Alumni) Biotechnology and BioEngineering Abstracts ProQuest Health & Medical Complete ProQuest Medical Library ProQuest Psychology Journals ProQuest One Academic UKI Edition Engineering Research Database ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni) MEDLINE - Academic Biotechnology Research Abstracts
DatabaseTitleList	MEDLINE - Academic MEDLINE ProQuest One Psychology Engineering Research Database
Database_xml	– sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 3 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database
DeliveryMethod	fulltext_linktorsrc
Discipline	Medicine
EISSN	1095-9572
EndPage	92
ExternalDocumentID	PMC4179453 3382748381 24844742 28701106 10_1016_j_neuroimage_2014_05_034 S1053811914003991
Genre	Research Support, Non-U.S. Gov't Journal Article Research Support, N.I.H., Intramural
GrantInformation_xml	– fundername: Intramural NIH HHS grantid: Z99 MH999999
GroupedDBID	--- --K --M .1- .FO .~1 0R~ 123 1B1 1RT 1~. 1~5 4.4 457 4G. 5RE 5VS 7-5 71M 7X7 88E 8AO 8FE 8FH 8FI 8FJ 8P~ 9JM AABNK AAEDT AAEDW AAIKJ AAKOC AALRI AAOAW AAQFI AATTM AAXKI AAXLA AAXUO AAYWO ABBQC ABCQJ ABFNM ABFRF ABIVO ABJNI ABMAC ABMZM ABUWG ABXDB ACDAQ ACGFO ACGFS ACIEU ACPRK ACRLP ACVFH ADBBV ADCNI ADEZE ADFRT AEBSH AEFWE AEIPS AEKER AENEX AEUPX AFJKZ AFKRA AFPUW AFRHN AFTJW AFXIZ AGCQF AGUBO AGWIK AGYEJ AHHHB AHMBA AIEXJ AIIUN AIKHN AITUG AJRQY AJUYK AKBMS AKRWK AKYEP ALMA_UNASSIGNED_HOLDINGS AMRAJ ANKPU ANZVX AXJTR AZQEC BBNVY BENPR BHPHI BKOJK BLXMC BNPGV BPHCQ BVXVI CCPQU CS3 DM4 DU5 DWQXO EBS EFBJH EFKBS EJD EO8 EO9 EP2 EP3 F5P FDB FIRID FNPLU FYGXN FYUFA G-Q GBLVA GNUQQ GROUPED_DOAJ HCIFZ HMCUK IHE J1W KOM LG5 LK8 LX8 M1P M29 M2M M2V M41 M7P MO0 MOBAO N9A O-L O9- OAUVE OVD OZT P-8 P-9 P2P PC. PHGZM PHGZT PJZUB PPXIY PQGLB PQQKQ PROAC PSQYO PSYQQ PUEGO Q38 ROL RPZ SAE SCC SDF SDG SDP SES SSH SSN SSZ T5K TEORI UKHRP UV1 YK3 Z5R ZU3 ~G- 3V. AACTN AADPK AAIAV ABLVK ABYKQ AFKWA AJBFU AJOXV AMFUW C45 EFLBG HMQ LCYCR RIG SNS ZA5 29N 53G AAFWJ AAQXK AAYXX ACRPL ADFGL ADMUD ADNMO ADVLN ADXHL AFPKN AGHFR AGQPQ AGRNS AIGII AKRLJ ALIPV APXCP ASPBG AVWKF AZFZN CAG CITATION COF FEDTE FGOYB G-2 HDW HEI HMK HMO HVGLF HZ~ OK1 R2- SEW WUQ XPP ZMT IQODW CGR CUY CVF ECM EIF NPM 7TK 7XB 8FD 8FK FR3 K9. P64 PKEHL PQEST PQUKI PRINS Q9U RC3 7X8 7QO 5PM
ID	FETCH-LOGICAL-c627t-fe879596e13ed4deb8861aac038d9939b55ab0f95d06d75a20d9d940e31b0b243
IEDL.DBID	.~1
ISSN	1053-8119 1095-9572
IngestDate	Thu Aug 21 18:19:15 EDT 2025 Thu Sep 04 17:36:58 EDT 2025 Thu Sep 04 17:31:13 EDT 2025 Wed Aug 13 07:39:42 EDT 2025 Mon Jul 21 06:05:50 EDT 2025 Wed Apr 02 07:16:14 EDT 2025 Tue Jul 01 02:14:54 EDT 2025 Thu Apr 24 22:52:18 EDT 2025 Fri Feb 23 02:36:03 EST 2024 Tue Aug 26 16:31:41 EDT 2025
IsDoiOpenAccess	false
IsOpenAccess	true
IsPeerReviewed	true
IsScholarly	true
Keywords	Dorsolateral prefrontal cortex fMRI Searchlight Multivariate pattern analysis Deception Central nervous system Prefrontal cortex Nuclear magnetic resonance imaging Encephalon Functional imaging
Language	English
License	CC BY 4.0 Copyright © 2014 Elsevier Inc. All rights reserved.
LinkModel	DirectLink
MergedId	FETCHMERGED-LOGICAL-c627t-fe879596e13ed4deb8861aac038d9939b55ab0f95d06d75a20d9d940e31b0b243
Notes	ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Z. Y., Z. H., and J. G.-C. contributed equally to this work.
ORCID	0000-0002-2222-2312
OpenAccessLink	https://www.ncbi.nlm.nih.gov/pmc/articles/4179453
PMID	24844742
PQID	1547926232
PQPubID	2031077
PageCount	13
ParticipantIDs	pubmedcentral_primary_oai_pubmedcentral_nih_gov_4179453 proquest_miscellaneous_1555017877 proquest_miscellaneous_1549200269 proquest_journals_1547926232 pubmed_primary_24844742 pascalfrancis_primary_28701106 crossref_citationtrail_10_1016_j_neuroimage_2014_05_034 crossref_primary_10_1016_j_neuroimage_2014_05_034 elsevier_sciencedirect_doi_10_1016_j_neuroimage_2014_05_034 elsevier_clinicalkey_doi_10_1016_j_neuroimage_2014_05_034
ProviderPackageCode	CITATION AAYXX
PublicationCentury	2000
PublicationDate	2014-10-01
PublicationDateYYYYMMDD	2014-10-01
PublicationDate_xml	– month: 10 year: 2014 text: 2014-10-01 day: 01
PublicationDecade	2010
PublicationPlace	Amsterdam
PublicationPlace_xml	– name: Amsterdam – name: United States
PublicationTitle	NeuroImage (Orlando, Fla.)
PublicationTitleAlternate	Neuroimage
PublicationYear	2014
Publisher	Elsevier Inc Elsevier Elsevier Limited
Publisher_xml	– name: Elsevier Inc – name: Elsevier – name: Elsevier Limited
References	Haynes, Sakai, Rees, Gilbert, Frith, Passingham (bb0095) 2007; 17 Jobard, Crivello, Tzourio-Mazoyer (bb0130) 2003; 20 Gobbini, Haxby (bb0120) 2006; 71 Haynes, Rees (bb0090) 2006; 7 Fox (bb0065) 2012; 62 Gonzalez-Castillo, Duthie, Saad, Chu, Bandettini, Luh (bb0075) 2013; 67 Barber, Carter (bb0015) 2005; 15 Mitchell, Hutchinson, Niculescu, Pereira, Wang, Just, Newman (bb0180) 2004; 13 Johnson, Barnhardt, Zhu (bb0135) 2004; 42 Misaki, Kim, Bandettini, Kriegeskorte (bb0185) 2010; 53 Soon, He, Bode, Haynes (bb0255) 2013; 110 Coutanche, Thompson-Schill, Schultz (bb0030) 2011; 57 Etzel, Zacks, Braver (bb0055) 2013; 78 Kim, Shadlen (bb0140) 1999; 2 Langleben, Schroeder, Maldjian, Gur, McDonald, Ragland, O'Brien, Childress (bb0160) 2002; 15 Sip, Lynge, Wallentin, McGregor, Frith, Roepstorff (bb0240) 2010; 48 Paulesu, Frith, Frackowiak (bb0210) 1993; 362 Cox (bb0035) 1996; 29 Meiran, Chorev, Sapir (bb0170) 2000; 41 Xiong, Gao, Lancaster, Fox (bb0280) 1995; 3 Kowalczyk, Chapelle (bb0145) 2005 Spence, Farrow, Herford, Wilkinson, Zheng, Woodruff (bb0260) 2001; 12 Sun, Lee, Chan (bb0270) 2013 Yang, Fang, Weng (bb0290) 2012; 28 Xu, Jiang, Ma, Yang, Weng (bb0285) 2012; 50 Buxton (bb0020) 2012; 62 Price (bb0225) 2010; 1191 Pleger, Ruff, Blankenburg, Bestmann, Wiech, Stephan, Capilla, Friston, Dolan (bb0220) 2006; 26 Simon, Mangin, Cohen, Le Bihan, Dehaene (bb0235) 2002; 33 Logothetis, Pauls, Augath, Trinath, Oeltermann (bb0165) 2001; 412 Kriegeskorte, Goebel, Bandettini (bb0150) 2006; 103 Monti, Vanhaudenhuyse, Coleman, Boly, Pickard, Tshibanda, Owen, Laureys (bb0190) 2010; 362 Talairach, Tournoux (bb0275) 1988 Christ, Van Essen, Watson, Brubaker, McDermott (bb0025) 2009; 19 Çukur, Nishimoto, Huth, Gallant (bb0040) 2013; 16 Heekeren, Marrett, Ruff, Bandettini, Ungerleider (bb0110) 2006; 103 Norman, Polyn, Detre, Haxby (bb0200) 2006; 10 Soon, Brass, Heinze, Haynes (bb0250) 2008; 11 Gonzalez-Castillo, Saad, Handwerker, Inati, Brenowitz, Bandettini (bb0070) 2012; 109 Sip, Roepstorff, McGregor, Frith (bb0245) 2008; 12 Druzgal, D'Esposito (bb0045) 2001; 32 Henson, Burgess, Frith (bb0115) 2000; 38 Heeger, Ress (bb0100) 2002; 3 Owen, Coleman, Boly, Davis, Laureys, Pickard (bb0205) 2006; 313 Spence, Hunter, Farrow, Green, Leung, Hughes, Ganesan (bb0265) 2004; 359 Langleben, Loughead, Bilker, Ruparel, Childress, Busch, Gur (bb0155) 2005; 26 Gobbini, Haxby (bb0125) 2007; 45 Hampton, O'Doherty (bb0080) 2007; 104 Eickhoff, Stephan, Mohlberg, Grefkes, Fink, Amunts, Zilles (bb0050) 2005; 25 Meyer, Kaplan, Essex, Webber, Damasio, Damasio (bb0175) 2010; 13 Naci, Cusack, Jia, Owen (bb0195) 2013; 33 Heekeren, Marrett, Bandettini, Ungerleider (bb0105) 2004; 431 Fox, Iaria, Barton (bb0060) 2009; 30 Yacoub, Shmuel, Pfeuffer, Van De Moortele, Adriany, Ugurbil, Hu (bb0295) 2001; 14 Rissman, Greely, Wagner (bb0230) 2010; 107 Abe (bb0005) 2009; 22 Abe, Okuda, Suzuki, Sasaki, Matsuda, Mori, Tsukada, Fujii (bb0010) 2008; 18 Haxby, Gobbini, Furey, Ishai, Schouten, Pietrini (bb0085) 2001; 293 Phan, Magalhaes, Ziemlewicz, Fitzgerald, Green, Smith (bb0215) 2005; 12 Christ (10.1016/j.neuroimage.2014.05.034_bb0025) 2009; 19 Heekeren (10.1016/j.neuroimage.2014.05.034_bb0110) 2006; 103 Hampton (10.1016/j.neuroimage.2014.05.034_bb0080) 2007; 104 Haynes (10.1016/j.neuroimage.2014.05.034_bb0095) 2007; 17 Druzgal (10.1016/j.neuroimage.2014.05.034_bb0045) 2001; 32 Eickhoff (10.1016/j.neuroimage.2014.05.034_bb0050) 2005; 25 Mitchell (10.1016/j.neuroimage.2014.05.034_bb0180) 2004; 13 Soon (10.1016/j.neuroimage.2014.05.034_bb0255) 2013; 110 Langleben (10.1016/j.neuroimage.2014.05.034_bb0155) 2005; 26 Xu (10.1016/j.neuroimage.2014.05.034_bb0285) 2012; 50 Gonzalez-Castillo (10.1016/j.neuroimage.2014.05.034_bb0070) 2012; 109 Haxby (10.1016/j.neuroimage.2014.05.034_bb0085) 2001; 293 Abe (10.1016/j.neuroimage.2014.05.034_bb0010) 2008; 18 Gonzalez-Castillo (10.1016/j.neuroimage.2014.05.034_bb0075) 2013; 67 Buxton (10.1016/j.neuroimage.2014.05.034_bb0020) 2012; 62 Çukur (10.1016/j.neuroimage.2014.05.034_bb0040) 2013; 16 Fox (10.1016/j.neuroimage.2014.05.034_bb0065) 2012; 62 Johnson (10.1016/j.neuroimage.2014.05.034_bb0135) 2004; 42 Rissman (10.1016/j.neuroimage.2014.05.034_bb0230) 2010; 107 Simon (10.1016/j.neuroimage.2014.05.034_bb0235) 2002; 33 Henson (10.1016/j.neuroimage.2014.05.034_bb0115) 2000; 38 Misaki (10.1016/j.neuroimage.2014.05.034_bb0185) 2010; 53 Naci (10.1016/j.neuroimage.2014.05.034_bb0195) 2013; 33 Haynes (10.1016/j.neuroimage.2014.05.034_bb0090) 2006; 7 Kowalczyk (10.1016/j.neuroimage.2014.05.034_bb0145) 2005 Fox (10.1016/j.neuroimage.2014.05.034_bb0060) 2009; 30 Etzel (10.1016/j.neuroimage.2014.05.034_bb0055) 2013; 78 Owen (10.1016/j.neuroimage.2014.05.034_bb0205) 2006; 313 Price (10.1016/j.neuroimage.2014.05.034_bb0225) 2010; 1191 Phan (10.1016/j.neuroimage.2014.05.034_bb0215) 2005; 12 Coutanche (10.1016/j.neuroimage.2014.05.034_bb0030) 2011; 57 Kim (10.1016/j.neuroimage.2014.05.034_bb0140) 1999; 2 Heekeren (10.1016/j.neuroimage.2014.05.034_bb0105) 2004; 431 Sun (10.1016/j.neuroimage.2014.05.034_bb0270) 2013 Sip (10.1016/j.neuroimage.2014.05.034_bb0245) 2008; 12 Abe (10.1016/j.neuroimage.2014.05.034_bb0005) 2009; 22 Pleger (10.1016/j.neuroimage.2014.05.034_bb0220) 2006; 26 Yacoub (10.1016/j.neuroimage.2014.05.034_bb0295) 2001; 14 Logothetis (10.1016/j.neuroimage.2014.05.034_bb0165) 2001; 412 Monti (10.1016/j.neuroimage.2014.05.034_bb0190) 2010; 362 Gobbini (10.1016/j.neuroimage.2014.05.034_bb0120) 2006; 71 Heeger (10.1016/j.neuroimage.2014.05.034_bb0100) 2002; 3 Norman (10.1016/j.neuroimage.2014.05.034_bb0200) 2006; 10 Jobard (10.1016/j.neuroimage.2014.05.034_bb0130) 2003; 20 Spence (10.1016/j.neuroimage.2014.05.034_bb0260) 2001; 12 Spence (10.1016/j.neuroimage.2014.05.034_bb0265) 2004; 359 Soon (10.1016/j.neuroimage.2014.05.034_bb0250) 2008; 11 Gobbini (10.1016/j.neuroimage.2014.05.034_bb0125) 2007; 45 Talairach (10.1016/j.neuroimage.2014.05.034_bb0275) 1988 Kriegeskorte (10.1016/j.neuroimage.2014.05.034_bb0150) 2006; 103 Langleben (10.1016/j.neuroimage.2014.05.034_bb0160) 2002; 15 Meiran (10.1016/j.neuroimage.2014.05.034_bb0170) 2000; 41 Xiong (10.1016/j.neuroimage.2014.05.034_bb0280) 1995; 3 Cox (10.1016/j.neuroimage.2014.05.034_bb0035) 1996; 29 Sip (10.1016/j.neuroimage.2014.05.034_bb0240) 2010; 48 Yang (10.1016/j.neuroimage.2014.05.034_bb0290) 2012; 28 Barber (10.1016/j.neuroimage.2014.05.034_bb0015) 2005; 15 Paulesu (10.1016/j.neuroimage.2014.05.034_bb0210) 1993; 362 Meyer (10.1016/j.neuroimage.2014.05.034_bb0175) 2010; 13
References_xml	– volume: 19 start-page: 1557 year: 2009 end-page: 1566 ident: bb0025 article-title: The contributions of prefrontal cortex and executive control to deception: evidence from activation likelihood estimate meta-analyses publication-title: Cereb. Cortex – volume: 7 start-page: 523 year: 2006 end-page: 534 ident: bb0090 article-title: Decoding mental states from brain activity in humans publication-title: Nat. Rev. Neurosci. – volume: 26 start-page: 262 year: 2005 end-page: 272 ident: bb0155 article-title: Telling truth from lie in individual subjects with fast event-related fMRI publication-title: Hum. Brain Mapp. – volume: 3 start-page: 142 year: 2002 end-page: 151 ident: bb0100 article-title: What does fMRI tell us about neuronal activity? publication-title: Nat. Rev. Neurosci. – volume: 41 start-page: 211 year: 2000 end-page: 253 ident: bb0170 article-title: Component processes in task switching publication-title: Cogn. Psychol. – volume: 20 start-page: 693 year: 2003 end-page: 712 ident: bb0130 article-title: Evaluation of the dual route theory of reading: a metanalysis of 35 neuroimaging studies publication-title: NeuroImage – volume: 17 start-page: 323 year: 2007 end-page: 328 ident: bb0095 article-title: Reading hidden intentions in the human brain publication-title: Curr. Biol. – volume: 42 start-page: 878 year: 2004 end-page: 901 ident: bb0135 article-title: The contribution of executive processes to deceptive responding publication-title: Neuropsychologia – volume: 431 start-page: 859 year: 2004 end-page: 862 ident: bb0105 article-title: A general mechanism for perceptual decision-making in the human brain publication-title: Nature – volume: 45 start-page: 32 year: 2007 end-page: 41 ident: bb0125 article-title: Neural systems for recognition of familiar faces publication-title: Neuropsychologia – volume: 293 start-page: 2425 year: 2001 ident: bb0085 article-title: Distributed and overlapping representations of faces and objects in ventral temporal cortex publication-title: Science – volume: 313 start-page: 1402 year: 2006 ident: bb0205 article-title: Detecting awareness in the vegetative state publication-title: Science – volume: 78 start-page: 261 year: 2013 end-page: 269 ident: bb0055 article-title: Searchlight analysis: promise, pitfalls, and potential publication-title: NeuroImage – volume: 22 start-page: 594 year: 2009 ident: bb0005 article-title: The neurobiology of deception: evidence from neuroimaging and loss-of-function studies publication-title: Curr. Opin. Neurol. – volume: 29 start-page: 162 year: 1996 end-page: 173 ident: bb0035 article-title: AFNI: software for analysis and visualization of functional magnetic resonance neuroimages publication-title: Comput. Biomed. Res. – volume: 2 start-page: 176 year: 1999 end-page: 185 ident: bb0140 article-title: Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque publication-title: Nat. Neurosci. – volume: 71 start-page: 76 year: 2006 end-page: 82 ident: bb0120 article-title: Neural response to the visual familiarity of faces publication-title: Brain Res. Bull. – volume: 67 start-page: 163 year: 2013 end-page: 174 ident: bb0075 article-title: Effects of image contrast on functional MRI image registration publication-title: NeuroImage – volume: 103 start-page: 3863 year: 2006 end-page: 3868 ident: bb0150 article-title: Information-based functional brain mapping publication-title: Proc. Natl. Acad. Sci. U. S. A. – volume: 13 start-page: 667 year: 2010 end-page: 668 ident: bb0175 article-title: Predicting visual stimuli on the basis of activity in auditory cortices publication-title: Nat. Neurosci. – volume: 53 start-page: 103 year: 2010 end-page: 118 ident: bb0185 article-title: Comparison of multivariate classifiers and response normalizations for pattern-information fMRI publication-title: NeuroImage – volume: 62 start-page: 594 year: 2012 end-page: 601 ident: bb0065 article-title: The coupling controversy publication-title: NeuroImage – volume: 104 start-page: 1377 year: 2007 end-page: 1382 ident: bb0080 article-title: Decoding the neural substrates of reward-related decision making with functional MRI publication-title: Proc. Natl. Acad. Sci. U. S. A. – volume: 26 start-page: 12596 year: 2006 end-page: 12601 ident: bb0220 article-title: Neural coding of tactile decisions in the human prefrontal cortex publication-title: J. Neurosci. – volume: 48 start-page: 3619 year: 2010 end-page: 3626 ident: bb0240 article-title: The production and detection of deception in an interactive game publication-title: Neuropsychologia – volume: 12 start-page: 48 year: 2008 end-page: 53 ident: bb0245 article-title: Detecting deception: the scope and limits publication-title: Trends Cogn. Sci. – volume: 10 start-page: 424 year: 2006 end-page: 430 ident: bb0200 article-title: Beyond mind-reading: multi-voxel pattern analysis of fMRI data publication-title: Trends Cogn. Sci. – volume: 15 start-page: 899 year: 2005 end-page: 912 ident: bb0015 article-title: Cognitive control involved in overcoming prepotent response tendencies and switching between tasks publication-title: Cereb. Cortex – volume: 33 start-page: 475 year: 2002 end-page: 487 ident: bb0235 article-title: Topographical layout of hand, eye, calculation, and language-related areas in the human parietal lobe publication-title: Neuron – volume: 38 start-page: 426 year: 2000 end-page: 440 ident: bb0115 article-title: Recoding, storage, rehearsal and grouping in verbal short-term memory: an fMRI study publication-title: Neuropsychologia – volume: 3 start-page: 287 year: 1995 end-page: 301 ident: bb0280 article-title: Clustered pixels analysis for functional MRI activation studies of the human brain publication-title: Hum. Brain Mapp. – volume: 13 start-page: 667 year: 2004 end-page: 668 ident: bb0180 article-title: Learning to decode cognitive states from brain images publication-title: Mach. Learn. – volume: 18 start-page: 2811 year: 2008 ident: bb0010 article-title: Neural correlates of true memory, false memory, and deception publication-title: Cereb. Cortex – year: 2013 ident: bb0270 article-title: Unfolding the spatial and temporal neural processing of lying about face familiarity publication-title: Cereb. Cortex – volume: 107 start-page: 9849 year: 2010 end-page: 9854 ident: bb0230 article-title: Detecting individual memories through the neural decoding of memory states and past experience publication-title: Proc. Natl. Acad. Sci. U. S. A. – volume: 110 start-page: 6217 year: 2013 end-page: 6222 ident: bb0255 article-title: Predicting free choices for abstract intentions publication-title: Proc. Natl. Acad. Sci. U. S. A. – volume: 14 start-page: 408 year: 2001 end-page: 412 ident: bb0295 article-title: Investigation of the initial dip in fMRI at 7 Tesla publication-title: NMR Biomed. – volume: 12 start-page: 2849 year: 2001 end-page: 2853 ident: bb0260 article-title: Behavioural and functional anatomical correlates of deception in humans publication-title: Neuroreport – volume: 12 start-page: 164 year: 2005 end-page: 172 ident: bb0215 article-title: Neural correlates of telling lies: a functional magnetic resonance imaging study at 4 Tesla publication-title: Acad. Radiol. – volume: 15 start-page: 727 year: 2002 end-page: 732 ident: bb0160 article-title: Brain activity during simulated deception: an event-related functional magnetic resonance study publication-title: NeuroImage – volume: 103 start-page: 10023 year: 2006 end-page: 10028 ident: bb0110 article-title: Involvement of human left dorsolateral prefrontal cortex in perceptual decision making is independent of response modality publication-title: Proc. Natl. Acad. Sci. U. S. A. – start-page: 78 year: 2005 end-page: 91 ident: bb0145 article-title: An analysis of the anti-learning phenomenon for the class symmetric polyhedron publication-title: Algorithmic learning theory – volume: 11 start-page: 543 year: 2008 end-page: 545 ident: bb0250 article-title: Unconscious determinants of free decisions in the human brain publication-title: Nat. Neurosci. – volume: 50 start-page: 862 year: 2012 end-page: 868 ident: bb0285 article-title: Similar spatial patterns of neural coding of category selectivity in FFA and VWFA under different attention conditions publication-title: Neuropsychologia – volume: 57 start-page: 113 year: 2011 end-page: 123 ident: bb0030 article-title: Multi-voxel pattern analysis of fMRI data predicts clinical symptom severity publication-title: NeuroImage – volume: 362 start-page: 342 year: 1993 end-page: 345 ident: bb0210 article-title: The neural correlates of the verbal component of working memory publication-title: Nature – volume: 32 start-page: 947 year: 2001 end-page: 955 ident: bb0045 article-title: A neural network reflecting decisions about human faces publication-title: Neuron – volume: 28 start-page: 399 year: 2012 end-page: 408 ident: bb0290 article-title: Recent developments in multivariate pattern analysis for functional MRI publication-title: Neurosci. Bull. – volume: 16 start-page: 763 year: 2013 end-page: 770 ident: bb0040 article-title: Attention during natural vision warps semantic representation across the human brain publication-title: Nat. Neurosci. – volume: 1191 start-page: 62 year: 2010 end-page: 88 ident: bb0225 article-title: The anatomy of language: a review of 100 fMRI studies published in 2009 publication-title: Ann. N. Y. Acad. Sci. – volume: 25 start-page: 1325 year: 2005 end-page: 1335 ident: bb0050 article-title: A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data publication-title: NeuroImage – volume: 62 start-page: 953 year: 2012 end-page: 961 ident: bb0020 article-title: Dynamic models of BOLD contrast publication-title: NeuroImage – volume: 412 start-page: 150 year: 2001 end-page: 157 ident: bb0165 article-title: Neurophysiological investigation of the basis of the fMRI signal publication-title: Nature – volume: 33 start-page: 9385 year: 2013 end-page: 9393 ident: bb0195 article-title: The Brain's silent messenger: using selective attention to decode human thought for brain-based communication publication-title: J. Neurosci. – volume: 109 start-page: 5487 year: 2012 end-page: 5492 ident: bb0070 article-title: Whole-brain, time-locked activation with simple tasks revealed using massive averaging and model-free analysis publication-title: Proc. Natl. Acad. Sci. U. S. A. – volume: 359 start-page: 1755 year: 2004 end-page: 1762 ident: bb0265 article-title: A cognitive neurobiological account of deception: evidence from functional neuroimaging publication-title: Philos. Trans. R. Soc. Lond. Ser. B Biol. Sci. – year: 1988 ident: bb0275 article-title: Co-planar stereotaxic atlas of the human brain – volume: 30 start-page: 1637 year: 2009 end-page: 1651 ident: bb0060 article-title: Defining the face processing network: optimization of the functional localizer in fMRI publication-title: Hum. Brain Mapp. – volume: 362 start-page: 579 year: 2010 end-page: 589 ident: bb0190 article-title: Willful modulation of brain activity in disorders of consciousness publication-title: N. Engl. J. Med. – volume: 42 start-page: 878 year: 2004 ident: 10.1016/j.neuroimage.2014.05.034_bb0135 article-title: The contribution of executive processes to deceptive responding publication-title: Neuropsychologia doi: 10.1016/j.neuropsychologia.2003.12.005 – volume: 25 start-page: 1325 year: 2005 ident: 10.1016/j.neuroimage.2014.05.034_bb0050 article-title: A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data publication-title: NeuroImage doi: 10.1016/j.neuroimage.2004.12.034 – volume: 359 start-page: 1755 year: 2004 ident: 10.1016/j.neuroimage.2014.05.034_bb0265 article-title: A cognitive neurobiological account of deception: evidence from functional neuroimaging publication-title: Philos. Trans. R. Soc. Lond. Ser. B Biol. Sci. doi: 10.1098/rstb.2004.1555 – volume: 15 start-page: 727 year: 2002 ident: 10.1016/j.neuroimage.2014.05.034_bb0160 article-title: Brain activity during simulated deception: an event-related functional magnetic resonance study publication-title: NeuroImage doi: 10.1006/nimg.2001.1003 – year: 2013 ident: 10.1016/j.neuroimage.2014.05.034_bb0270 article-title: Unfolding the spatial and temporal neural processing of lying about face familiarity publication-title: Cereb. Cortex – volume: 431 start-page: 859 year: 2004 ident: 10.1016/j.neuroimage.2014.05.034_bb0105 article-title: A general mechanism for perceptual decision-making in the human brain publication-title: Nature doi: 10.1038/nature02966 – volume: 30 start-page: 1637 year: 2009 ident: 10.1016/j.neuroimage.2014.05.034_bb0060 article-title: Defining the face processing network: optimization of the functional localizer in fMRI publication-title: Hum. Brain Mapp. doi: 10.1002/hbm.20630 – volume: 362 start-page: 579 year: 2010 ident: 10.1016/j.neuroimage.2014.05.034_bb0190 article-title: Willful modulation of brain activity in disorders of consciousness publication-title: N. Engl. J. Med. doi: 10.1056/NEJMoa0905370 – volume: 103 start-page: 3863 year: 2006 ident: 10.1016/j.neuroimage.2014.05.034_bb0150 article-title: Information-based functional brain mapping publication-title: Proc. Natl. Acad. Sci. U. S. A. doi: 10.1073/pnas.0600244103 – volume: 38 start-page: 426 year: 2000 ident: 10.1016/j.neuroimage.2014.05.034_bb0115 article-title: Recoding, storage, rehearsal and grouping in verbal short-term memory: an fMRI study publication-title: Neuropsychologia doi: 10.1016/S0028-3932(99)00098-6 – volume: 17 start-page: 323 year: 2007 ident: 10.1016/j.neuroimage.2014.05.034_bb0095 article-title: Reading hidden intentions in the human brain publication-title: Curr. Biol. doi: 10.1016/j.cub.2006.11.072 – volume: 3 start-page: 142 year: 2002 ident: 10.1016/j.neuroimage.2014.05.034_bb0100 article-title: What does fMRI tell us about neuronal activity? publication-title: Nat. Rev. Neurosci. doi: 10.1038/nrn730 – volume: 32 start-page: 947 year: 2001 ident: 10.1016/j.neuroimage.2014.05.034_bb0045 article-title: A neural network reflecting decisions about human faces publication-title: Neuron doi: 10.1016/S0896-6273(01)00519-0 – volume: 412 start-page: 150 year: 2001 ident: 10.1016/j.neuroimage.2014.05.034_bb0165 article-title: Neurophysiological investigation of the basis of the fMRI signal publication-title: Nature doi: 10.1038/35084005 – volume: 33 start-page: 9385 year: 2013 ident: 10.1016/j.neuroimage.2014.05.034_bb0195 article-title: The Brain's silent messenger: using selective attention to decode human thought for brain-based communication publication-title: J. Neurosci. doi: 10.1523/JNEUROSCI.5577-12.2013 – volume: 26 start-page: 262 year: 2005 ident: 10.1016/j.neuroimage.2014.05.034_bb0155 article-title: Telling truth from lie in individual subjects with fast event-related fMRI publication-title: Hum. Brain Mapp. doi: 10.1002/hbm.20191 – volume: 107 start-page: 9849 year: 2010 ident: 10.1016/j.neuroimage.2014.05.034_bb0230 article-title: Detecting individual memories through the neural decoding of memory states and past experience publication-title: Proc. Natl. Acad. Sci. U. S. A. doi: 10.1073/pnas.1001028107 – volume: 19 start-page: 1557 year: 2009 ident: 10.1016/j.neuroimage.2014.05.034_bb0025 article-title: The contributions of prefrontal cortex and executive control to deception: evidence from activation likelihood estimate meta-analyses publication-title: Cereb. Cortex doi: 10.1093/cercor/bhn189 – volume: 13 start-page: 667 year: 2004 ident: 10.1016/j.neuroimage.2014.05.034_bb0180 article-title: Learning to decode cognitive states from brain images publication-title: Mach. Learn. – volume: 1191 start-page: 62 year: 2010 ident: 10.1016/j.neuroimage.2014.05.034_bb0225 article-title: The anatomy of language: a review of 100 fMRI studies published in 2009 publication-title: Ann. N. Y. Acad. Sci. doi: 10.1111/j.1749-6632.2010.05444.x – volume: 28 start-page: 399 year: 2012 ident: 10.1016/j.neuroimage.2014.05.034_bb0290 article-title: Recent developments in multivariate pattern analysis for functional MRI publication-title: Neurosci. Bull. doi: 10.1007/s12264-012-1253-3 – volume: 33 start-page: 475 year: 2002 ident: 10.1016/j.neuroimage.2014.05.034_bb0235 article-title: Topographical layout of hand, eye, calculation, and language-related areas in the human parietal lobe publication-title: Neuron doi: 10.1016/S0896-6273(02)00575-5 – volume: 57 start-page: 113 year: 2011 ident: 10.1016/j.neuroimage.2014.05.034_bb0030 article-title: Multi-voxel pattern analysis of fMRI data predicts clinical symptom severity publication-title: NeuroImage doi: 10.1016/j.neuroimage.2011.04.016 – year: 1988 ident: 10.1016/j.neuroimage.2014.05.034_bb0275 – volume: 20 start-page: 693 year: 2003 ident: 10.1016/j.neuroimage.2014.05.034_bb0130 article-title: Evaluation of the dual route theory of reading: a metanalysis of 35 neuroimaging studies publication-title: NeuroImage doi: 10.1016/S1053-8119(03)00343-4 – volume: 50 start-page: 862 year: 2012 ident: 10.1016/j.neuroimage.2014.05.034_bb0285 article-title: Similar spatial patterns of neural coding of category selectivity in FFA and VWFA under different attention conditions publication-title: Neuropsychologia doi: 10.1016/j.neuropsychologia.2012.01.026 – volume: 15 start-page: 899 year: 2005 ident: 10.1016/j.neuroimage.2014.05.034_bb0015 article-title: Cognitive control involved in overcoming prepotent response tendencies and switching between tasks publication-title: Cereb. Cortex doi: 10.1093/cercor/bhh189 – volume: 16 start-page: 763 year: 2013 ident: 10.1016/j.neuroimage.2014.05.034_bb0040 article-title: Attention during natural vision warps semantic representation across the human brain publication-title: Nat. Neurosci. doi: 10.1038/nn.3381 – volume: 62 start-page: 594 year: 2012 ident: 10.1016/j.neuroimage.2014.05.034_bb0065 article-title: The coupling controversy publication-title: NeuroImage doi: 10.1016/j.neuroimage.2012.01.103 – volume: 313 start-page: 1402 year: 2006 ident: 10.1016/j.neuroimage.2014.05.034_bb0205 article-title: Detecting awareness in the vegetative state publication-title: Science doi: 10.1126/science.1130197 – volume: 62 start-page: 953 year: 2012 ident: 10.1016/j.neuroimage.2014.05.034_bb0020 article-title: Dynamic models of BOLD contrast publication-title: NeuroImage doi: 10.1016/j.neuroimage.2012.01.012 – volume: 12 start-page: 48 year: 2008 ident: 10.1016/j.neuroimage.2014.05.034_bb0245 article-title: Detecting deception: the scope and limits publication-title: Trends Cogn. Sci. doi: 10.1016/j.tics.2007.11.008 – volume: 71 start-page: 76 year: 2006 ident: 10.1016/j.neuroimage.2014.05.034_bb0120 article-title: Neural response to the visual familiarity of faces publication-title: Brain Res. Bull. doi: 10.1016/j.brainresbull.2006.08.003 – volume: 29 start-page: 162 year: 1996 ident: 10.1016/j.neuroimage.2014.05.034_bb0035 article-title: AFNI: software for analysis and visualization of functional magnetic resonance neuroimages publication-title: Comput. Biomed. Res. doi: 10.1006/cbmr.1996.0014 – volume: 104 start-page: 1377 year: 2007 ident: 10.1016/j.neuroimage.2014.05.034_bb0080 article-title: Decoding the neural substrates of reward-related decision making with functional MRI publication-title: Proc. Natl. Acad. Sci. U. S. A. doi: 10.1073/pnas.0606297104 – volume: 18 start-page: 2811 year: 2008 ident: 10.1016/j.neuroimage.2014.05.034_bb0010 article-title: Neural correlates of true memory, false memory, and deception publication-title: Cereb. Cortex doi: 10.1093/cercor/bhn037 – volume: 293 start-page: 2425 year: 2001 ident: 10.1016/j.neuroimage.2014.05.034_bb0085 article-title: Distributed and overlapping representations of faces and objects in ventral temporal cortex publication-title: Science doi: 10.1126/science.1063736 – volume: 11 start-page: 543 year: 2008 ident: 10.1016/j.neuroimage.2014.05.034_bb0250 article-title: Unconscious determinants of free decisions in the human brain publication-title: Nat. Neurosci. doi: 10.1038/nn.2112 – volume: 45 start-page: 32 year: 2007 ident: 10.1016/j.neuroimage.2014.05.034_bb0125 article-title: Neural systems for recognition of familiar faces publication-title: Neuropsychologia doi: 10.1016/j.neuropsychologia.2006.04.015 – volume: 3 start-page: 287 year: 1995 ident: 10.1016/j.neuroimage.2014.05.034_bb0280 article-title: Clustered pixels analysis for functional MRI activation studies of the human brain publication-title: Hum. Brain Mapp. doi: 10.1002/hbm.460030404 – volume: 109 start-page: 5487 year: 2012 ident: 10.1016/j.neuroimage.2014.05.034_bb0070 article-title: Whole-brain, time-locked activation with simple tasks revealed using massive averaging and model-free analysis publication-title: Proc. Natl. Acad. Sci. U. S. A. doi: 10.1073/pnas.1121049109 – volume: 67 start-page: 163 year: 2013 ident: 10.1016/j.neuroimage.2014.05.034_bb0075 article-title: Effects of image contrast on functional MRI image registration publication-title: NeuroImage doi: 10.1016/j.neuroimage.2012.10.076 – volume: 362 start-page: 342 year: 1993 ident: 10.1016/j.neuroimage.2014.05.034_bb0210 article-title: The neural correlates of the verbal component of working memory publication-title: Nature doi: 10.1038/362342a0 – volume: 41 start-page: 211 year: 2000 ident: 10.1016/j.neuroimage.2014.05.034_bb0170 article-title: Component processes in task switching publication-title: Cogn. Psychol. doi: 10.1006/cogp.2000.0736 – volume: 78 start-page: 261 year: 2013 ident: 10.1016/j.neuroimage.2014.05.034_bb0055 article-title: Searchlight analysis: promise, pitfalls, and potential publication-title: NeuroImage doi: 10.1016/j.neuroimage.2013.03.041 – volume: 26 start-page: 12596 year: 2006 ident: 10.1016/j.neuroimage.2014.05.034_bb0220 article-title: Neural coding of tactile decisions in the human prefrontal cortex publication-title: J. Neurosci. doi: 10.1523/JNEUROSCI.4275-06.2006 – volume: 10 start-page: 424 year: 2006 ident: 10.1016/j.neuroimage.2014.05.034_bb0200 article-title: Beyond mind-reading: multi-voxel pattern analysis of fMRI data publication-title: Trends Cogn. Sci. doi: 10.1016/j.tics.2006.07.005 – volume: 110 start-page: 6217 year: 2013 ident: 10.1016/j.neuroimage.2014.05.034_bb0255 article-title: Predicting free choices for abstract intentions publication-title: Proc. Natl. Acad. Sci. U. S. A. doi: 10.1073/pnas.1212218110 – volume: 7 start-page: 523 year: 2006 ident: 10.1016/j.neuroimage.2014.05.034_bb0090 article-title: Decoding mental states from brain activity in humans publication-title: Nat. Rev. Neurosci. doi: 10.1038/nrn1931 – volume: 2 start-page: 176 year: 1999 ident: 10.1016/j.neuroimage.2014.05.034_bb0140 article-title: Neural correlates of a decision in the dorsolateral prefrontal cortex of the macaque publication-title: Nat. Neurosci. doi: 10.1038/5739 – volume: 22 start-page: 594 year: 2009 ident: 10.1016/j.neuroimage.2014.05.034_bb0005 article-title: The neurobiology of deception: evidence from neuroimaging and loss-of-function studies publication-title: Curr. Opin. Neurol. doi: 10.1097/WCO.0b013e328332c3cf – start-page: 78 year: 2005 ident: 10.1016/j.neuroimage.2014.05.034_bb0145 article-title: An analysis of the anti-learning phenomenon for the class symmetric polyhedron – volume: 53 start-page: 103 year: 2010 ident: 10.1016/j.neuroimage.2014.05.034_bb0185 article-title: Comparison of multivariate classifiers and response normalizations for pattern-information fMRI publication-title: NeuroImage doi: 10.1016/j.neuroimage.2010.05.051 – volume: 14 start-page: 408 year: 2001 ident: 10.1016/j.neuroimage.2014.05.034_bb0295 article-title: Investigation of the initial dip in fMRI at 7 Tesla publication-title: NMR Biomed. doi: 10.1002/nbm.715 – volume: 48 start-page: 3619 year: 2010 ident: 10.1016/j.neuroimage.2014.05.034_bb0240 article-title: The production and detection of deception in an interactive game publication-title: Neuropsychologia doi: 10.1016/j.neuropsychologia.2010.08.013 – volume: 12 start-page: 164 year: 2005 ident: 10.1016/j.neuroimage.2014.05.034_bb0215 article-title: Neural correlates of telling lies: a functional magnetic resonance imaging study at 4 Tesla publication-title: Acad. Radiol. doi: 10.1016/j.acra.2004.11.023 – volume: 13 start-page: 667 year: 2010 ident: 10.1016/j.neuroimage.2014.05.034_bb0175 article-title: Predicting visual stimuli on the basis of activity in auditory cortices publication-title: Nat. Neurosci. doi: 10.1038/nn.2533 – volume: 103 start-page: 10023 year: 2006 ident: 10.1016/j.neuroimage.2014.05.034_bb0110 article-title: Involvement of human left dorsolateral prefrontal cortex in perceptual decision making is independent of response modality publication-title: Proc. Natl. Acad. Sci. U. S. A. doi: 10.1073/pnas.0603949103 – volume: 12 start-page: 2849 year: 2001 ident: 10.1016/j.neuroimage.2014.05.034_bb0260 article-title: Behavioural and functional anatomical correlates of deception in humans publication-title: Neuroreport doi: 10.1097/00001756-200109170-00019
SSID	ssj0009148
Score	2.24162
Snippet	Multi-variate pattern analysis (MVPA) applied to BOLD-fMRI has proven successful at decoding complicated fMRI signal patterns associated with a variety of...
SourceID	pubmedcentral proquest pubmed pascalfrancis crossref elsevier
SourceType	Open Access Repository Aggregation Database Index Database Enrichment Source Publisher
StartPage	80
SubjectTerms	Accuracy Adult Biological and medical sciences Brain - physiology Brain research Cerebral Cortex - physiology Deception Dishonesty Dorsolateral prefrontal cortex Experiments Female fMRI Fundamental and applied biological sciences. Psychology Humans Image Processing, Computer-Assisted Intention Lie Detection - psychology Magnetic Resonance Imaging - methods Male Medical imaging Multivariate pattern analysis Photic Stimulation Reproducibility of Results Searchlight Vertebrates: nervous system and sense organs Young Adult
SummonAdditionalLinks	– databaseName: ProQuest Central dbid: BENPR link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3fa9RAEF70CiKI1F81WksEX4PZ7K8sPoiWHlVokWKhb8tudkNPanLtpf9_Z5JNzhMt95KX7JBlMjv7JfPtN4R8EMzVrA4KFlKZZ9wXMrMysKwSipeAOJgOPUH2VB6f8-8X4iL-cFtFWuWYE_tE7dsK_5F_hK1eobYdKz4vrzPsGoXV1dhC4yHZgRRcihnZ-Xp0-uNsLbtL-XAYTrCspFRHLs_A8OoVIxe_Yd0ixYv3Cp6M_2-DerK0K3BbPfS7-Bcg_ZtX-cdGNd8lTyPCTL8MIfGMPAjNc_LoJNbQX5B5zxJI65Ozb2nXpj7gqfa0u7mFyyX27OlW6WJqjtulbZ2ipkTPikSDCg862quX5Hx-9PPwOIvdFLJKFqrL6tD3FZeBsuC5D64sJbW2ylnpAaRoJ4R1ea2Fz6VXwha5117zPDDqcldw9orMmrYJr8GFlato7ay3AF-wsqgsvHKtWCiFBwSQEDW60FRRahw7XlyZkVP2y6ydb9D5JhcGnJ8QOlkuB7mNLWz0-JbMeJwUEqCBPWEL20-TbYQcA5TY0vpgIyimKWP1GHCVTMj-GCUm5oaVWUdyQt5Pt2FVY6nGNqG97cdopM9Ifd8Y-LqkkHBVQvaGwFtPgJecKw5PUBshOQ1AVfHNO83islcXx5Z0XLA390_9LXmMjhhojftkhlH6DuBZ5w7iGrwD-ko7sQ priority: 102 providerName: ProQuest
Title	Using fMRI to decode true thoughts independent of intention to conceal
URI	https://www.clinicalkey.com/#!/content/1-s2.0-S1053811914003991 https://dx.doi.org/10.1016/j.neuroimage.2014.05.034 https://www.ncbi.nlm.nih.gov/pubmed/24844742 https://www.proquest.com/docview/1547926232 https://www.proquest.com/docview/1549200269 https://www.proquest.com/docview/1555017877 https://pubmed.ncbi.nlm.nih.gov/PMC4179453
Volume	99
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
link	http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3di9NAEF-OE0QQ8ducZ4nga2yS_Urw6SxXeuqVo3rQt2U3u-FynGmxudf7253ZfNSKSsGXhHR3SDKZmZ2yv_kNIe84NSUtnQRHyuKI2VREWjgaFVyyDDIOmjsPkJ2L2SX7tOTLAzLpa2EQVtnF_jam-2jd_TLutDleV9X4K2QGsNwgPxkWmLYV7Ewif_77uy3MA4bbcjhOI5zdoXlajJfnjKy-g-ciyIt5Dk_K_rZEPVzrDSiubDte_Ckl_R1Z-ctSNX1MHnU5ZnjSvsYTcuDqp-T-ebeL_oxMPU4gLM8XZ2GzCq3Duvaw-XELhyvs2tNswmpoj9uEqzJEVgmPi0SBAksd9c1zcjk9_TaZRV0_hagQqWyi0vnO4sIl1FlmnckykWhdxDSzkKbkhnNt4jLnNhZWcp3GNrc5ix1NTGxSRl-Qw3pVu1egwsIUSWm01ZDA4N6i1PDRc0ldxi3kAAGRvQpV0ZGNY8-LG9Wjyq7VVvkKla9irkD5AUkGyXVLuLGHTN5_JdUXlEIIVLAq7CH7YZDdMbw9pUc7RjE8Mu4fQ2YlAnLcW4nqosNGQdoqkaeRpgF5OwyDX-Nmja7d6tbPyRFAI_J_zYH_lwmEXBmQl63hbR-AZegNcAe5Y5LDBOQV3x2pqyvPL45N6RinR_-lmdfkAV61uMdjcohG_Abyt8aMvIPCUS7liNw7mSy-XOD57PNsDuePp_OLxU_Zs0tT
linkProvider	Elsevier
linkToHtml	http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwED-NTQIkhPimMEaQ4DEiie04FkKIj1UtWys0bdLejBM7WqctKTQT4p_ib-QuX6UIpr7spS_xtdb5fPdL73d3AC8FS3OWO4kXKQl8bqPYN7FjfiYkTxBxMOVqguw0Hh3xz8fieAN-dbUwRKvsfGLtqG2Z0X_krzHUS-ptx6J3828-TY2i7Go3QqMxiz338we-si3ejj_h-b6KouHu4ceR304V8LM4kpWfu3q-duxC5iy3Lk2SODQmC1hiMVirVAiTBrkSNoitFCYKrLKKB46FaZBGnOH3XoMthBkKb9HWh93pl4Nlm9-QN8V3gvlJGKqWO9QwyuoOlbNz9BNEKeN1x1DG_xcQb83NAo8pb-Zr_AsA_83j_CMwDu_A7RbReu8bE7wLG664B9cnbc7-PgxrVoKXTw7GXlV61lEVvVd9v8CPE5oRVC28WT-Mt_LK3KMeFjULkwQyKqw0Zw_g6Er0_BA2i7Jwj1GFWZqFeWqsQbhEmUxp0MSUZC4RFhHHAGSnQp21rc1pwsaZ7jhsp3qpfE3K14HQqPwBhL3kvGnvsYaM6k5Jd-Wr6HA1xqA1ZN_0si3EaaDLmtI7K0bRb5my1Yjj4gFsd1aiW1-00MubM4AX_WP0IpQaMoUrL-o1iug6sbpsDb7Nhujg5QAeNYa33ABPOJccf0GumGS_gLqYrz4pZid1N3MagccFe3L51p_DjdHhZF_vj6d7T-EmKaWhVG7DJlnsM4SGVbrT3kcPvl61C_gNbXd4hg
linkToPdf	http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwED-NTpqQEOJzBMYIEjxGS2I7joUQArZqZayaJibtzTixoxWNtFszIf41_jru8lWKYOrLXvoSX2udz3eX3u9-B_BKsKxghZN4kdIw4DZOApM4FuRC8hQzDqZcDZAdJ_sn_NOpOF2DX10vDMEqO59YO2o7zek_8h0M9ZK47Vi8U7SwiKPd4bvZRUATpKjS2o3TaEzkwP38ga9v87ejXTzr13E83PvycT9oJwwEeRLLKihcPWs7cRFzlluXpWkSGZOHLLUYuFUmhMnCQgkbJlYKE4dWWcVDx6IszGLO8HtvwbrEqJgOYP3D3vjoeEH5G_GmEU-wII0i1eKIGnRZzVY5-Y4-g-BlvGYPZfx_wfHOzMzxyIpm1sa_kuG_MZ1_BMnhPbjbZrf--8Yc78OaKx_AxmFbv38Iwxqh4BeHxyO_mvrWUUe9X11e4ccZzQuq5v6kH8xb-dPCJz6LGpFJAjk1WZrzR3ByI3p-DINyWronqMI8y6MiM9Zg6kRVTWnQ3JRkLhUWsw8PZKdCnbc05zRt41x3eLZveqF8TcrXodCofA-iXnLWUH2sIKO6U9JdKys6X43xaAXZN71sm-40acyK0ttLRtFvmSrXmNMlHmx1VqJbvzTXi1vkwcv-MXoUKhOZ0k2v6jWKoDuJum4NvtlG6OylB5uN4S02wFPOJcdfkEsm2S8gRvPlJ-XkrGY2p3F4XLCn12_9BWzg1defR-ODZ3CbdNKgK7dgQAb7HLPEKttur6MPX2_aA_wGzH58sg
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Using+fMRI+to+decode+true+thoughts+independent+of+intention+to+conceal&rft.jtitle=NeuroImage+%28Orlando%2C+Fla.%29&rft.au=ZHI+YANG&rft.au=ZIRUI+HUANG&rft.au=GONZALEZ-CASTILLO%2C+Javier&rft.au=DAI%2C+Rui&rft.date=2014-10-01&rft.pub=Elsevier&rft.issn=1053-8119&rft.volume=99&rft.spage=80&rft.epage=92&rft_id=info:doi/10.1016%2Fj.neuroimage.2014.05.034&rft.externalDBID=n%2Fa&rft.externalDocID=28701106
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1053-8119&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1053-8119&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1053-8119&client=summon