Depression diagnosis: EEG-based cognitive biomarkers and machine learning
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Published in | Behavioural brain research Vol. 478; p. 115325 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
01.02.2025
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ArticleNumber | 115325 |
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Author | Boby, Kiran Veerasingam, Sridevi |
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References | Mazzeo (10.1016/j.bbr.2024.115325_bib99) 2023; 23 Kumar (10.1016/j.bbr.2024.115325_bib77) 2019 Shinozaki (10.1016/j.bbr.2024.115325_bib134) 2018; 72 Shao (10.1016/j.bbr.2024.115325_bib132) 2024; 95 Ksibi (10.1016/j.bbr.2024.115325_bib75) 2023; 13 Lee (10.1016/j.bbr.2024.115325_bib79) 2011; 194 Davidson (10.1016/j.bbr.2024.115325_bib29) 2004; 67 Mumtaz (10.1016/j.bbr.2024.115325_bib106) 2015; 22 Mousa (10.1016/j.bbr.2024.115325_bib103) 2023 Li (10.1016/j.bbr.2024.115325_bib83) 2019; 18 Chen (10.1016/j.bbr.2024.115325_bib19) 2024; 79 Koller-Schlaud (10.1016/j.bbr.2024.115325_bib74) 2020; 276 Bian (10.1016/j.bbr.2024.115325_bib15) 2023; 77 Mayberg (10.1016/j.bbr.2024.115325_bib98) 2005; 45 Marazziti (10.1016/j.bbr.2024.115325_bib97) 2010; 626 Zhou (10.1016/j.bbr.2024.115325_bib168) 2021 10.1016/j.bbr.2024.115325_bib150 Xue (10.1016/j.bbr.2024.115325_bib163) 2023; 39 Acharya (10.1016/j.bbr.2024.115325_bib3) 2018; 161 Jaworska (10.1016/j.bbr.2024.115325_bib57) 2012; 46 Herrmann (10.1016/j.bbr.2024.115325_bib51) 2007; 37 Abdul Hamid (10.1016/j.bbr.2024.115325_bib1) 2023; 80 Knociková (10.1016/j.bbr.2024.115325_bib72) 2021; 68 Kumar (10.1016/j.bbr.2024.115325_bib76) 2012; 38 10.1016/j.bbr.2024.115325_bib159 Aggarwal (10.1016/j.bbr.2024.115325_bib4) 2023 Abidi (10.1016/j.bbr.2024.115325_bib2) 2024; 28 Levin (10.1016/j.bbr.2024.115325_bib81) 2018 Wijaya (10.1016/j.bbr.2024.115325_bib157) 2023; 10 Ferrarelli (10.1016/j.bbr.2024.115325_bib38) 2021; 178 Saeedi (10.1016/j.bbr.2024.115325_bib127) 2021; 15 Safayari (10.1016/j.bbr.2024.115325_bib128) 2021; 12 Norton (10.1016/j.bbr.2024.115325_bib112) 2007; 20 Vahia (10.1016/j.bbr.2024.115325_bib148) 2013; 55 Xie (10.1016/j.bbr.2024.115325_bib161) 2023; 11 Dose (10.1016/j.bbr.2024.115325_bib34) 2018; 114 Squires (10.1016/j.bbr.2024.115325_bib138) 2023; 10 Holtzheimer (10.1016/j.bbr.2024.115325_bib52) 2017; 4 Jui (10.1016/j.bbr.2024.115325_bib58) 2023; 11 Kemp (10.1016/j.bbr.2024.115325_bib64) 2010; 85 Xu (10.1016/j.bbr.2024.115325_bib162) 2023; 23 Robinson (10.1016/j.bbr.2024.115325_bib126) 2013 Henriques (10.1016/j.bbr.2024.115325_bib50) 1991; 100 Mumtaz (10.1016/j.bbr.2024.115325_bib107) 2019; 132 Seal (10.1016/j.bbr.2024.115325_bib131) 2023; 53 Olbrich (10.1016/j.bbr.2024.115325_bib113) 2015; 72 Boutros (10.1016/j.bbr.2024.115325_bib16) 1997; 69 Lozano (10.1016/j.bbr.2024.115325_bib94) 2008; 64 Wang (10.1016/j.bbr.2024.115325_bib152) 2018; 26 Shivcharan (10.1016/j.bbr.2024.115325_bib135) 2023 Dadkhah (10.1016/j.bbr.2024.115325_bib26) 2023; 547 Kircanski (10.1016/j.bbr.2024.115325_bib71) 2012; 3 Perini (10.1016/j.bbr.2024.115325_bib119) 2019; 15 de Aguiar Neto (10.1016/j.bbr.2024.115325_bib30) 2019; 105 Kaushik (10.1016/j.bbr.2024.115325_bib61) 2023; 13 Stancin (10.1016/j.bbr.2024.115325_bib140) 2021; 21 Qiu (10.1016/j.bbr.2024.115325_bib124) 2022; 12 Wang (10.1016/j.bbr.2024.115325_bib154) 2022; 22 Newson (10.1016/j.bbr.2024.115325_bib111) 2019 Mercan (10.1016/j.bbr.2024.115325_bib100) 2023; 42 Polich (10.1016/j.bbr.2024.115325_bib122) 2007; 118 10.1016/j.bbr.2024.115325_bib14 AitTayeb (10.1016/j.bbr.2024.115325_bib5) 2023; 12 10.1016/j.bbr.2024.115325_bib17 Ke (10.1016/j.bbr.2024.115325_bib63) 2020; 50 Figee (10.1016/j.bbr.2024.115325_bib39) 2022; 19 Miljevic (10.1016/j.bbr.2024.115325_bib101) 2023; 328 10.1016/j.bbr.2024.115325_bib18 Dai (10.1016/j.bbr.2024.115325_bib27) 2023; 45 Kabbara (10.1016/j.bbr.2024.115325_bib59) 2022; 12 Schmidt (10.1016/j.bbr.2024.115325_bib129) 2007; 115 Stewart (10.1016/j.bbr.2024.115325_bib141) 2011; 48 Zheng (10.1016/j.bbr.2024.115325_bib167) 2022; 22 Hamani (10.1016/j.bbr.2024.115325_bib48) 2011; 69 Liu (10.1016/j.bbr.2024.115325_bib87) 2024; 15 Zachariah (10.1016/j.bbr.2024.115325_bib165) 2013 Mulders (10.1016/j.bbr.2024.115325_bib104) 2015; 56 Nash (10.1016/j.bbr.2024.115325_bib109) 2023; 11 García-Ponsoda (10.1016/j.bbr.2024.115325_bib42) 2023; 53 Thoduparambil (10.1016/j.bbr.2024.115325_bib146) 2020; 43 Hammar (10.1016/j.bbr.2024.115325_bib49) 2009 Gilliam (10.1016/j.bbr.2024.115325_bib44) 2005 Dev (10.1016/j.bbr.2024.115325_bib33) 2022; 10 Key (10.1016/j.bbr.2024.115325_bib66) 2023 Du (10.1016/j.bbr.2024.115325_bib35) 2022; 12 Watts (10.1016/j.bbr.2024.115325_bib155) 2022; 12 Chow (10.1016/j.bbr.2024.115325_bib23) 2022; 185 Pizzagalli (10.1016/j.bbr.2024.115325_bib121) 2006; 27 Kannadasan (10.1016/j.bbr.2024.115325_bib60) 2024; 73 Morita (10.1016/j.bbr.2024.115325_bib102) 2023; 13 Kimchi (10.1016/j.bbr.2024.115325_bib70) 2019; 93 Lopresti (10.1016/j.bbr.2024.115325_bib91) 2014; 48 Ke (10.1016/j.bbr.2024.115325_bib62) 2021; 15 Fingelkurts (10.1016/j.bbr.2024.115325_bib40) 2007; 28 Pachori (10.1016/j.bbr.2024.115325_bib116) 2023 Liu (10.1016/j.bbr.2024.115325_bib89) 2022; 13 Lee (10.1016/j.bbr.2024.115325_bib78) 2018; 47 Lotte (10.1016/j.bbr.2024.115325_bib92) 2007; 4 Chiang (10.1016/j.bbr.2024.115325_bib21) 2023; 27 10.1016/j.bbr.2024.115325_bib36 Iyortsuun (10.1016/j.bbr.2024.115325_bib56) 2023; 11 Grin-Yatsenko (10.1016/j.bbr.2024.115325_bib47) 2009; 26 10.1016/j.bbr.2024.115325_bib114 Costantini (10.1016/j.bbr.2024.115325_bib24) 2021; 279 Tas (10.1016/j.bbr.2024.115325_bib144) 2015; 172 van der Vinne (10.1016/j.bbr.2024.115325_bib149) 2017; 16 Amer (10.1016/j.bbr.2024.115325_bib9) 2023; 11 Sun (10.1016/j.bbr.2024.115325_bib143) 2024; 135 Debener (10.1016/j.bbr.2024.115325_bib32) 2000; 41 Graña (10.1016/j.bbr.2024.115325_bib46) 2023; 562 LeMoult (10.1016/j.bbr.2024.115325_bib80) 2019; 69 Lewinsohn (10.1016/j.bbr.2024.115325_bib82) 1997; 12 Pellegrino (10.1016/j.bbr.2024.115325_bib118) 2013; 15 Ay (10.1016/j.bbr.2024.115325_bib12) 2019; 43 Sridevi (10.1016/j.bbr.2024.115325_bib139) 2019; 36 Beck (10.1016/j.bbr.2024.115325_bib13) 1976 Sharma (10.1016/j.bbr.2024.115325_bib133) 2023; 11 Lindemann (10.1016/j.bbr.2024.115325_bib86) 2021; 99 Williams (10.1016/j.bbr.2024.115325_bib158) 2001; 251 de Freitas (10.1016/j.bbr.2024.115325_bib31) 2016; 38 Whitton (10.1016/j.bbr.2024.115325_bib156) 2018; 3 Chiang (10.1016/j.bbr.2024.115325_bib22) 2023; 27 Fellous (10.1016/j.bbr.2024.115325_bib37) 2019; 13 Akbari (10.1016/j.bbr.2024.115325_bib6) 2021; 9 Liang (10.1016/j.bbr.2024.115325_bib85) 2023; 80 Maletic (10.1016/j.bbr.2024.115325_bib96) 2007; 61 Khosla (10.1016/j.bbr.2024.115325_bib68) 2022; 42 Mahato (10.1016/j.bbr.2024.115325_bib95) 2020; 44 Sibilano (10.1016/j.bbr.2024.115325_bib136) 2023; 20 10.1016/j.bbr.2024.115325_bib125 10.1016/j.bbr.2024.115325_bib123 Zeynali (10.1016/j.bbr.2024.115325_bib166) 2023; 86 Hursitoglu (10.1016/j.bbr.2024.115325_bib54) 2023; 121 10.1016/j.bbr.2024.115325_bib55 Chen (10.1016/j.bbr.2024.115325_bib20) 2024; 57 10.1016/j.bbr.2024.115325_bib120 Khan (10.1016/j.bbr.2024.115325_bib67) 2021; 9 Wang (10.1016/j.bbr.2024.115325_bib153) 2024; 21 Nemeroff (10.1016/j.bbr.2024.115325_bib110) 2006; 31 Craik (10.1016/j.bbr.2024.115325_bib25) 2019; 16 Mumtaz (10.1016/j.bbr.2024.115325_bib105) 2018; 56 Xie (10.1016/j.bbr.2024.115325_bib160) 2024; 14 Yasugaki (10.1016/j.bbr.2024.115325_bib164) 2023 Upton (10.1016/j.bbr.2024.115325_bib147) 2020 Huang (10.1016/j.bbr.2024.115325_bib53) 2023; 23 Akdemir Akar (10.1016/j.bbr.2024.115325_bib7) 2015; 67 10.1016/j.bbr.2024.115325_bib41 Li (10.1016/j.bbr.2024.115325_bib84) 2023; 13 Teng (10.1016/j.bbr.2024.115325_bib145) 2022; 506 Almaghrabi (10.1016/j.bbr.2024.115325_bib8) 2023; 85 Kennedy (10.1016/j.bbr.2024.115325_bib65) 2011; 168 Ozkan (10.1016/j.bbr.2024.115325_bib115) 2024; 14 Kim (10.1016/j.bbr.2024.115325_bib69) 2022; 12 Parsa (10.1016/j.bbr.2024.115325_bib117) 2023; 240 Lozano (10.1016/j.bbr.2024.115325_bib93) 2012; 116 Liu (10.1016/j.bbr.2024.115325_bib88) 2023; 331 Liu (10.1016/j.bbr.2024.115325_bib90) 2020; 131 Gibb (10.1016/j.bbr.2024.115325_bib43) 2004; 113 Koller-Schlaud (10.1016/j.bbr.2024.115325_bib73) 2020; 79 Dattola (10.1016/j.bbr.2024.115325_bib28) 2020; 9 Simmatis (10.1016/j.bbr.2024.115325_bib137) 2023; 2 Strelets (10.1016/j.bbr.2024.115325_bib142) 2007; 37 Gour (10.1016/j.bbr.2024.115325_bib45) 2023; 10 Schmidt (10.1016/j.bbr.2024.115325_bib130) 2011; 36 Mumtaz (10.1016/j.bbr.2024.115325_bib108) 2017; 31 (10.1016/j.bbr.2024.115325_bib10) 2014; 28 Vu (10.1016/j.bbr.2024.115325_bib151) 2018; 38 Anjum (10.1016/j.bbr.2024.115325_bib11) 2020; 79 |
References_xml | – volume: 53 start-page: 12666 issue: 10 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib131 article-title: Benchmarks for machine learning in depression discrimination using electroencephalography signals publication-title: Appl. Intell. doi: 10.1007/s10489-022-04159-y contributor: fullname: Seal – ident: 10.1016/j.bbr.2024.115325_bib125 doi: 10.1109/SSCI51031.2022.10022271 – volume: 168 start-page: 502 issue: 5 year: 2011 ident: 10.1016/j.bbr.2024.115325_bib65 article-title: Deep brain stimulation for treatment-resistant depression: follow-up after 3 to 6 years publication-title: Am. J. Psychiatry doi: 10.1176/appi.ajp.2010.10081187 contributor: fullname: Kennedy – volume: 12 start-page: 1 issue: 1 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib59 article-title: An electroencephalography connectome predictive model of major depressive disorder severity publication-title: Sci. Rep. doi: 10.1038/s41598-022-10949-8 contributor: fullname: Kabbara – volume: 20 start-page: 253 issue: 3 year: 2007 ident: 10.1016/j.bbr.2024.115325_bib112 article-title: Depression anxiety and stress scales (DASS-21): psychometric analysis across four racial groups publication-title: Anxiety Stress Coping doi: 10.1080/10615800701309279 contributor: fullname: Norton – volume: 11 start-page: 1903 issue: 9 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib161 article-title: Functional role of frontal electroencephalogram alpha asymmetry in the resting state in patients with depression: A review publication-title: World J. Clin. Cases doi: 10.12998/wjcc.v11.i9.1903 contributor: fullname: Xie – volume: 19 start-page: 1229 issue: 4 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib39 article-title: Deep brain stimulation for depression publication-title: Neurother. J. Am. Soc. Exp. Neurother. contributor: fullname: Figee – volume: 276 start-page: 501 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib74 article-title: EEG frontal asymmetry and theta power in unipolar and bipolar depression publication-title: J. Affect. Disord. doi: 10.1016/j.jad.2020.07.011 contributor: fullname: Koller-Schlaud – ident: 10.1016/j.bbr.2024.115325_bib55 – volume: 15 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib62 article-title: Interpretation of frequency channel-based CNN on depression identification publication-title: Front. Comput. Neurosci. doi: 10.3389/fncom.2021.773147 contributor: fullname: Ke – volume: 178 start-page: 400 issue: 5 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib38 article-title: Examining and modulating neural circuits in psychiatric disorders with transcranial magnetic stimulation and electroencephalography: present practices and future developments publication-title: Am. J. Psychiatry doi: 10.1176/appi.ajp.2020.20071050 contributor: fullname: Ferrarelli – year: 1976 ident: 10.1016/j.bbr.2024.115325_bib13 contributor: fullname: Beck – ident: 10.1016/j.bbr.2024.115325_bib17 – volume: 67 start-page: 219 issue: 1-2 year: 2004 ident: 10.1016/j.bbr.2024.115325_bib29 article-title: What does the prefrontal cortex “do” in affect: perspectives on frontal EEG asymmetry research publication-title: Biol. Psychol. doi: 10.1016/j.biopsycho.2004.03.008 contributor: fullname: Davidson – volume: 39 start-page: 1887 issue: 12 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib163 article-title: Shared and distinct topographic alterations of alpha-range resting EEG activity in schizophrenia, bipolar disorder, and depression publication-title: Neurosci. Bull. doi: 10.1007/s12264-023-01106-w contributor: fullname: Xue – volume: 68 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib72 article-title: Quantitative electroencephalographic biomarkers behind major depressive disorder publication-title: Biomed. Signal Process. Control doi: 10.1016/j.bspc.2021.102596 contributor: fullname: Knociková – start-page: 1248 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib77 article-title: Prediction of depression from EEG signal using long short term memory (LSTM) publication-title: 2019 3rd Int. Conf. Trends Electron. Inform. (ICOEI) doi: 10.1109/ICOEI.2019.8862560 contributor: fullname: Kumar – start-page: 12 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib111 article-title: EEG frequency bands in psychiatric disorders: a review of resting state studies publication-title: Front. Hum. Neurosci. contributor: fullname: Newson – volume: 21 start-page: 3786 issue: 11 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib140 article-title: A review of EEG signal features and their application in driver drowsiness detection systems publication-title: Sensors doi: 10.3390/s21113786 contributor: fullname: Stancin – volume: 20 issue: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib136 article-title: An attention-based deep learning approach for the classification of subjective cognitive decline and mild cognitive impairment using resting-state EEG publication-title: J. Neural Eng. doi: 10.1088/1741-2552/acb96e contributor: fullname: Sibilano – volume: 14 start-page: 50 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib160 article-title: Neurobiological underpinnings of hyperarousal in depression: a comprehensive review publication-title: Brain Sci. doi: 10.3390/brainsci14010050 contributor: fullname: Xie – volume: 172 start-page: 184 year: 2015 ident: 10.1016/j.bbr.2024.115325_bib144 article-title: EEG power, cordance and coherence differences between unipolar and bipolar depression publication-title: J. Affect. Disord. doi: 10.1016/j.jad.2014.10.001 contributor: fullname: Tas – volume: 85 start-page: 350 issue: 2 year: 2010 ident: 10.1016/j.bbr.2024.115325_bib64 article-title: Disorder specificity despite comorbidity: resting EEG alpha asymmetry in major depressive disorder and post-traumatic stress disorder publication-title: Biol. Psychol. doi: 10.1016/j.biopsycho.2010.08.001 contributor: fullname: Kemp – volume: 42 start-page: 108 issue: 1 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib68 article-title: Automated diagnosis of depression from EEG signals using traditional and deep learning approaches: A comparative analysis publication-title: Biocybern. Biomed. Eng. doi: 10.1016/j.bbe.2021.12.005 contributor: fullname: Khosla – volume: 12 start-page: 1 issue: 1 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib155 article-title: Predicting treatment response using EEG in major depressive disorder: a machine-learning meta-analysis publication-title: Transl. Psychiatry doi: 10.1038/s41398-022-02064-z contributor: fullname: Watts – volume: 115 start-page: A404 issue: 8 year: 2007 ident: 10.1016/j.bbr.2024.115325_bib129 article-title: Environmental connections: a deeper look into mental illness publication-title: Environ. Health Perspect. doi: 10.1289/ehp.115-a404 contributor: fullname: Schmidt – volume: 61 start-page: 2030 issue: 12 year: 2007 ident: 10.1016/j.bbr.2024.115325_bib96 article-title: Neurobiology of depression: an integrated view of key findings publication-title: Int. J. Clin. Pract. doi: 10.1111/j.1742-1241.2007.01602.x contributor: fullname: Maletic – volume: 4 start-page: 839 issue: 11 year: 2017 ident: 10.1016/j.bbr.2024.115325_bib52 article-title: Subcallosal cingulate deep brain stimulation for treatment-resistant depression: a multisite, randomised, sham-controlled trial publication-title: Lancet Psychiatry doi: 10.1016/S2215-0366(17)30371-1 contributor: fullname: Holtzheimer – volume: 36 start-page: 2375 issue: 12 year: 2011 ident: 10.1016/j.bbr.2024.115325_bib130 article-title: Functional biomarkers of depression: Diagnosis, treatment, and pathophysiology publication-title: Neuropsychopharmacology doi: 10.1038/npp.2011.151 contributor: fullname: Schmidt – volume: 22 issue: 1 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib167 article-title: Can cognition help predict suicide risk in patients with major depressive disorder? A machine learning study publication-title: BMC Psychiatry doi: 10.1186/s12888-022-04223-4 contributor: fullname: Zheng – volume: 9 start-page: 660 issue: 4 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib28 article-title: Findings about LORETA applied to high-density EEG—a review publication-title: Electronics doi: 10.3390/electronics9040660 contributor: fullname: Dattola – volume: 116 start-page: 315 issue: 2 year: 2012 ident: 10.1016/j.bbr.2024.115325_bib93 article-title: A multicenter pilot study of subcallosal cingulate area deep brain stimulation for treatment-resistant depression: clinical article publication-title: J. Neurosurg. doi: 10.3171/2011.10.JNS102122 contributor: fullname: Lozano – volume: 67 start-page: 49 year: 2015 ident: 10.1016/j.bbr.2024.115325_bib7 article-title: Nonlinear analysis of EEGs of patients with major depression during different emotional states publication-title: Comput. Biol. Med. doi: 10.1016/j.compbiomed.2015.09.019 contributor: fullname: Akdemir Akar – ident: 10.1016/j.bbr.2024.115325_bib36 doi: 10.1101/2024.03.19.585728 – start-page: 3 year: 2009 ident: 10.1016/j.bbr.2024.115325_bib49 article-title: Cognitive functioning in major depression – a summary publication-title: Front. Hum. Neurosci. contributor: fullname: Hammar – volume: 194 start-page: 372 issue: 3 year: 2011 ident: 10.1016/j.bbr.2024.115325_bib79 article-title: The implication of functional connectivity strength in predicting treatment response of major depressive disorder: A resting EEG study publication-title: Psychiatry Res. Neuroimaging doi: 10.1016/j.pscychresns.2011.02.009 contributor: fullname: Lee – volume: 14 start-page: 1 issue: 1 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib115 article-title: Altered blood parameters in “major depression” patients receiving repetitive transcranial magnetic stimulation (rTMS) therapy: a randomized case-control study publication-title: Transl. Psychiatry contributor: fullname: Ozkan – volume: 28 start-page: 5168 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib2 article-title: EEGDepressionNet: a novel self attention-based gated densenet with hybrid heuristic adopted mental depression detection model using EEG signals publication-title: IEEE J. Biomed. Health Inf. doi: 10.1109/JBHI.2024.3401389 contributor: fullname: Abidi – ident: 10.1016/j.bbr.2024.115325_bib120 – volume: 118 start-page: 2128 issue: 10 year: 2007 ident: 10.1016/j.bbr.2024.115325_bib122 article-title: Updating P300: an integrative theory of P3a and P3b publication-title: Clin. Neurophysiol. doi: 10.1016/j.clinph.2007.04.019 contributor: fullname: Polich – volume: 44 start-page: 7 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib95 article-title: Detection of depression and scaling of severity using six channel EEG data publication-title: J. Med. Syst. doi: 10.1007/s10916-020-01573-y contributor: fullname: Mahato – volume: 113 start-page: 81 issue: 1 year: 2004 ident: 10.1016/j.bbr.2024.115325_bib43 article-title: Cognitive vulnerability to depression: a taxometric analysis publication-title: J. Abnorm. Psychol. doi: 10.1037/0021-843X.113.1.81 contributor: fullname: Gibb – volume: 47 start-page: 315 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib78 article-title: Neurophysiological correlates of depressive symptoms in young adults: a quantitative EEG study publication-title: J. Clin. Neurosci. doi: 10.1016/j.jocn.2017.09.030 contributor: fullname: Lee – volume: 10 start-page: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib138 article-title: Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment publication-title: Brain Inf. doi: 10.1186/s40708-023-00188-6 contributor: fullname: Squires – volume: 10 start-page: 16756 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib33 article-title: Exploration of EEG-based depression biomarkers identification techniques and their applications: a systematic review publication-title: IEEE Access doi: 10.1109/ACCESS.2022.3146711 contributor: fullname: Dev – ident: 10.1016/j.bbr.2024.115325_bib114 – volume: 13 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib37 article-title: Explainable artificial intelligence for neuroscience: behavioral neurostimulation publication-title: Front. Neurosci. doi: 10.3389/fnins.2019.01346 contributor: fullname: Fellous – volume: 99 start-page: 650 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib86 article-title: A survey on long short-term memory networks for time series prediction publication-title: Procedia CIRP doi: 10.1016/j.procir.2021.03.088 contributor: fullname: Lindemann – year: 2013 ident: 10.1016/j.bbr.2024.115325_bib126 article-title: Late-life mood disorders contributor: fullname: Robinson – volume: 23 start-page: 8639 issue: 20 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib162 article-title: Depressive disorder recognition based on frontal EEG signals and deep learning publication-title: Sensors doi: 10.3390/s23208639 contributor: fullname: Xu – volume: 10 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib45 article-title: Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals publication-title: Brain Inf. doi: 10.1186/s40708-023-00201-y contributor: fullname: Gour – volume: 16 start-page: 79 year: 2017 ident: 10.1016/j.bbr.2024.115325_bib149 article-title: Frontal alpha asymmetry as a diagnostic marker in depression: Fact or fiction? A meta-analysis publication-title: NeuroImage Clin. doi: 10.1016/j.nicl.2017.07.006 contributor: fullname: van der Vinne – volume: 11 start-page: 285 issue: 3 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib56 article-title: A review of machine learning and deep learning approaches on mental health diagnosis publication-title: Healthcare doi: 10.3390/healthcare11030285 contributor: fullname: Iyortsuun – volume: 4 start-page: R1 issue: 2 year: 2007 ident: 10.1016/j.bbr.2024.115325_bib92 article-title: A review of classification algorithms for EEG-based brain-computer interfaces publication-title: J. Neural Eng. doi: 10.1088/1741-2560/4/2/R01 contributor: fullname: Lotte – volume: 12 start-page: 136 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib69 article-title: Deep learning application to clinical decision support system in sleep stage classification publication-title: J. Pers. Med. doi: 10.3390/jpm12020136 contributor: fullname: Kim – volume: 48 start-page: 82 issue: 1 year: 2011 ident: 10.1016/j.bbr.2024.115325_bib141 article-title: The oft-neglected role of parietal EEG asymmetry and risk for major depressive disorder publication-title: Psychophysiology doi: 10.1111/j.1469-8986.2010.01035.x contributor: fullname: Stewart – start-page: 230 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib103 article-title: Training machine learning classifiers on differentiating major depressive disorder and Parkinson’s disease using cognitive performance publication-title: 2023 Int. Conf. Inf. Technol. (ICIT) doi: 10.1109/ICIT58056.2023.10225962 contributor: fullname: Mousa – volume: 69 start-page: 51 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib80 article-title: Depression: a cognitive perspective publication-title: Clin. Psychol. Rev. doi: 10.1016/j.cpr.2018.06.008 contributor: fullname: LeMoult – volume: 16 issue: 3 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib25 article-title: Deep learning for electroencephalogram (EEG) classification tasks: a review publication-title: J. Neural Eng. doi: 10.1088/1741-2552/ab0ab5 contributor: fullname: Craik – volume: 31 start-page: 1345 issue: 7 year: 2006 ident: 10.1016/j.bbr.2024.115325_bib110 article-title: VNS therapy in treatment-resistant depression: clinical evidence and putative neurobiological mechanisms publication-title: Neuropsychopharmacol.: Off. Publ. Am. Coll. Neuropsychopharmacol. doi: 10.1038/sj.npp.1301082 contributor: fullname: Nemeroff – volume: 12 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib128 article-title: Depression diagnosis by deep learning using EEG signals: A systematic review publication-title: Med. Nov. Technol. Devices contributor: fullname: Safayari – volume: 28 start-page: 36 issue: 3 year: 2014 ident: 10.1016/j.bbr.2024.115325_bib10 article-title: Diagnostic and statistical manual of mental disorders: DSM-5 (5th ed.) publication-title: Ref. Rev. – volume: 37 start-page: 387 issue: 4 year: 2007 ident: 10.1016/j.bbr.2024.115325_bib142 article-title: Comparative study of the gamma rhythm in normal conditions, during examination stress, and in patients with first depressive episode publication-title: Neurosci. Behav. Physiol. doi: 10.1007/s11055-007-0025-4 contributor: fullname: Strelets – volume: 43 start-page: 1349 issue: 4 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib146 article-title: EEG-based deep learning model for the automatic detection of clinical depression publication-title: Phys. Eng. Sci. Med doi: 10.1007/s13246-020-00938-4 contributor: fullname: Thoduparambil – volume: 64 start-page: 461 issue: 6 year: 2008 ident: 10.1016/j.bbr.2024.115325_bib94 article-title: Subcallosal cingulate gyrus deep brain stimulation for treatment-resistant depression publication-title: Biol. Psychiatry doi: 10.1016/j.biopsych.2008.05.034 contributor: fullname: Lozano – volume: 27 start-page: 608 issue: 2 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib21 article-title: Cognitive depression detection cyber-medical system based on EEG analysis and deep learning approaches publication-title: IEEE J. Biomed. Health Inform. doi: 10.1109/JBHI.2022.3200522 contributor: fullname: Chiang – volume: 328 start-page: 287 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib101 article-title: Alterations in EEG functional connectivity in individuals with depression: a systematic review publication-title: J. Affect. Disord. doi: 10.1016/j.jad.2023.01.126 contributor: fullname: Miljevic – volume: 12 start-page: 942 issue: 4 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib5 article-title: Major depressive disorder and oxidative stress: a review of peripheral and genetic biomarkers according to clinical characteristics and disease stages publication-title: Antioxidants doi: 10.3390/antiox12040942 contributor: fullname: AitTayeb – volume: 22 start-page: 4359 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib154 article-title: Transformers for EEG-based emotion recognition: a hierarchical spatial information learning model publication-title: IEEE Sens. J. doi: 10.1109/JSEN.2022.3144317 contributor: fullname: Wang – volume: 18 start-page: 1 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib83 article-title: All-cause mortality in patients with treatment-resistant depression: a cohort study in the US population publication-title: Ann. Gen. Psychiatry doi: 10.1186/s12991-019-0248-0 contributor: fullname: Li – volume: 26 start-page: 2086 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib152 article-title: LSTM-based EEG classification in motor imagery tasks publication-title: IEEE Trans. Neural Syst. Rehabil. Eng. doi: 10.1109/TNSRE.2018.2876129 contributor: fullname: Wang – start-page: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib135 article-title: EEG based machine learning models for automated depression detection publication-title: 2023 IEEE Int. Conf. Electron., Comput. Commun. Technol. (CONECCT) contributor: fullname: Shivcharan – volume: 85 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib8 article-title: Bio-acoustic features of depression: a review publication-title: Biomed. Signal Process. Control doi: 10.1016/j.bspc.2023.105020 contributor: fullname: Almaghrabi – volume: 131 start-page: 2413 issue: 10 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib90 article-title: Functional connectivity of major depression disorder using ongoing EEG during music perception publication-title: Clin. Neurophysiol. doi: 10.1016/j.clinph.2020.06.031 contributor: fullname: Liu – volume: 23 start-page: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib99 article-title: Predicting the evolution of subjective cognitive decline to Alzheimer’s disease with machine learning: the pREVIEW study protocol publication-title: BMC Neurol. doi: 10.1186/s12883-023-03347-8 contributor: fullname: Mazzeo – volume: 21 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib153 article-title: GCTNet: a graph convolutional transformer network for major depressive disorder detection based on EEG signals publication-title: J. Neural Eng. doi: 10.1088/1741-2552/ad5048 contributor: fullname: Wang – volume: 251 start-page: 6 issue: S2 year: 2001 ident: 10.1016/j.bbr.2024.115325_bib158 article-title: Standardizing the Hamilton depression rating scale: past, present, and future publication-title: Eur. Arch. Psychiatry Clin. Neurosci. doi: 10.1007/BF03035120 contributor: fullname: Williams – volume: 100 start-page: 4 year: 1991 ident: 10.1016/j.bbr.2024.115325_bib50 article-title: Left frontal hypoactivation in depression publication-title: J. Abnorm. Psychol. doi: 10.1037/0021-843X.100.4.535 contributor: fullname: Henriques – volume: 80 start-page: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib85 article-title: Multi-cohort analysis of depression-associated gut bacteria sheds insight on bacterial biomarkers across populations publication-title: Cell. Mol. Life Sci. doi: 10.1007/s00018-022-04650-2 contributor: fullname: Liang – volume: 161 start-page: 103 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib3 article-title: Automated EEG-based screening of depression using deep convolutional neural network publication-title: Comput. Methods Prog. Biomed. doi: 10.1016/j.cmpb.2018.04.012 contributor: fullname: Acharya – volume: 562 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib46 article-title: A review of graph neural networks for electroencephalography data analysis publication-title: Neurocomputing doi: 10.1016/j.neucom.2023.126901 contributor: fullname: Graña – volume: 26 start-page: 401 issue: 6 year: 2009 ident: 10.1016/j.bbr.2024.115325_bib47 article-title: EEG power spectra at early stages of depressive disorders publication-title: J. Clin. Neurophysiol. doi: 10.1097/WNP.0b013e3181c298fe contributor: fullname: Grin-Yatsenko – volume: 9 issue: 1 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib6 article-title: Classification of normal and depressed EEG signals based on centered correntropy of rhythms in empirical wavelet transform domain publication-title: Health Inf. Sci. Syst. doi: 10.1007/s13755-021-00139-7 contributor: fullname: Akbari – volume: 69 start-page: 301 issue: 4 year: 2011 ident: 10.1016/j.bbr.2024.115325_bib48 article-title: The subcallosal cingulate gyrus in the context of major depression publication-title: Biol. Psychiatry doi: 10.1016/j.biopsych.2010.09.034 contributor: fullname: Hamani – volume: 23 start-page: 832 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib53 article-title: Analysis of EEG features and study of automatic classification in first-episode and drug-naïve patients with major depressive disorder publication-title: BMC Psychiatry doi: 10.1186/s12888-023-05349-9 contributor: fullname: Huang – volume: 38 start-page: 2525 year: 2012 ident: 10.1016/j.bbr.2024.115325_bib76 article-title: Analysis of electroencephalography (EEG) signals and its categorization–A study publication-title: Procedia Eng. doi: 10.1016/j.proeng.2012.06.298 contributor: fullname: Kumar – volume: 69 start-page: 183 issue: 2-3 year: 1997 ident: 10.1016/j.bbr.2024.115325_bib16 article-title: Auditory evoked potentials, clinical vs. research applications publication-title: Psychiatry Res. doi: 10.1016/S0165-1781(96)02919-8 contributor: fullname: Boutros – ident: 10.1016/j.bbr.2024.115325_bib41 doi: 10.36227/techrxiv.23633841.v1 – start-page: 302 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib168 article-title: Identification of depression subtypes based on EEG and machine learning publication-title: Proc. 2021 Int. Conf. Conf. Title contributor: fullname: Zhou – volume: 50 start-page: 596 issue: 5 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib63 article-title: Cloud-aided online EEG classification system for brain healthcare: a case study of depression evaluation with a lightweight CNN publication-title: Softw. Pract. Exp. doi: 10.1002/spe.2668 contributor: fullname: Ke – volume: 79 start-page: 437 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib19 article-title: Increased functional connectivity between the midbrain and frontal cortex following bright light therapy in subthreshold depression: a randomized clinical trial publication-title: Am. Psychol. doi: 10.1037/amp0001218 contributor: fullname: Chen – volume: 77 start-page: 196 issue: 4 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib15 article-title: Identification of proline, 1-pyrroline-5-carboxylate and glutamic acid as biomarkers of depression reflecting brain metabolism using carboxylomics, a new metabolomics method publication-title: Psychiatry Clin. Neurosci. doi: 10.1111/pcn.13517 contributor: fullname: Bian – volume: 279 start-page: 473 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib24 article-title: Screening for depression in primary care with Patient Health Questionnaire-9 (PHQ-9): a systematic review publication-title: J. Affect. Disord. doi: 10.1016/j.jad.2020.09.131 contributor: fullname: Costantini – volume: 105 start-page: 83 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib30 article-title: Depression biomarkers using non-invasive EEG: a review publication-title: Neurosci. Biobehav. Rev. doi: 10.1016/j.neubiorev.2019.07.021 contributor: fullname: de Aguiar Neto – volume: 11 start-page: 52327 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib133 article-title: DepCap: A smart healthcare framework for EEG based depression detection using time-frequency response and deep neural network publication-title: IEEE Access doi: 10.1109/ACCESS.2023.3275024 contributor: fullname: Sharma – volume: 11 start-page: 71905 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib58 article-title: Application of entropy for automated detection of neurological disorders with electroencephalogram signals: a review of the last decade (2012-2022) publication-title: IEEE Access doi: 10.1109/ACCESS.2023.3294473 contributor: fullname: Jui – volume: 45 start-page: 651 issue: 5 year: 2005 ident: 10.1016/j.bbr.2024.115325_bib98 article-title: Deep brain stimulation for treatment-resistant depression publication-title: Neuron doi: 10.1016/j.neuron.2005.02.014 contributor: fullname: Mayberg – volume: 114 start-page: 532 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib34 article-title: An end-to-end deep learning approach to MI-EEG signal classification for BCIs publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2018.08.031 contributor: fullname: Dose – volume: 12 start-page: 1 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib35 article-title: EEG temporal–spatial transformer for person identification publication-title: Sci. Rep. doi: 10.1038/s41598-022-18502-3 contributor: fullname: Du – volume: 2 start-page: 1 issue: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib137 article-title: Technical and clinical considerations for electroencephalography-based biomarkers for major depressive disorder publication-title: npj Ment. Health Res doi: 10.1038/s44184-023-00038-7 contributor: fullname: Simmatis – ident: 10.1016/j.bbr.2024.115325_bib150 – start-page: 364 year: 2013 ident: 10.1016/j.bbr.2024.115325_bib165 article-title: Automatic EEG artifact removal by independent component analysis using critical EEG rhythms publication-title: 2013 Int. Conf. Control Commun. Comput. (ICCC) doi: 10.1109/ICCC.2013.6731680 contributor: fullname: Zachariah – volume: 15 start-page: 671 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib87 article-title: Fine-grained interpretability for EEG emotion recognition: concat-aided grad-CAM and systematic brain functional network publication-title: IEEE Trans. Affect. Comput. doi: 10.1109/TAFFC.2023.3288885 contributor: fullname: Liu – volume: 506 start-page: 80 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib145 article-title: Abnormal properties of cortical functional brain network in major depressive disorder: Graph theory analysis based on electroencephalography-source estimates publication-title: Neuroscience doi: 10.1016/j.neuroscience.2022.10.010 contributor: fullname: Teng – volume: 11 start-page: 143116 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib9 article-title: EEG signal processing for medical diagnosis, healthcare, and monitoring: a comprehensive review publication-title: IEEE Access doi: 10.1109/ACCESS.2023.3341419 contributor: fullname: Amer – volume: 626 start-page: 83 issue: 1 year: 2010 ident: 10.1016/j.bbr.2024.115325_bib97 article-title: Cognitive impairment in major depression publication-title: Eur. J. Pharmacol. doi: 10.1016/j.ejphar.2009.08.046 contributor: fullname: Marazziti – volume: 13 start-page: 1 issue: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib61 article-title: Comparing resting state and task-based EEG using machine learning to predict vulnerability to depression in a non-clinical population publication-title: Sci. Rep. doi: 10.1038/s41598-023-34298-2 contributor: fullname: Kaushik – volume: 72 start-page: 856 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib134 article-title: Delirium detection by a novel bispectral electroencephalography device in general hospital publication-title: Psychiatry Clin. Neurosci. doi: 10.1111/pcn.12783 contributor: fullname: Shinozaki – volume: 15 start-page: 9 year: 2013 ident: 10.1016/j.bbr.2024.115325_bib118 article-title: Depression in cognitive impairment publication-title: Curr. Psychiatry Rep. doi: 10.1007/s11920-013-0384-1 contributor: fullname: Pellegrino – volume: 53 start-page: 23203 issue: 20 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib42 article-title: Feature engineering of EEG applied to mental disorders: a systematic mapping study publication-title: Appl. Intell. doi: 10.1007/s10489-023-04702-5 contributor: fullname: García-Ponsoda – volume: 86 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib166 article-title: Classification of EEG signals using Transformer based deep learning and ensemble models publication-title: Biomed. Signal Process Control contributor: fullname: Zeynali – volume: 45 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib27 article-title: REST-meta-MDD Consortium, Classification of MDD using a Transformer classifier with large-scale multisite resting-state fMRI data publication-title: Hum. Brain Mapp. contributor: fullname: Dai – volume: 28 start-page: 247 issue: 3 year: 2007 ident: 10.1016/j.bbr.2024.115325_bib40 article-title: Impaired functional connectivity at EEG alpha and theta frequency bands in major depression publication-title: Hum. Brain Mapp. doi: 10.1002/hbm.20275 contributor: fullname: Fingelkurts – volume: 93 start-page: e1260 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib70 article-title: Clinical EEG slowing correlates with delirium severity and predicts poor clinical outcomes publication-title: Neurology doi: 10.1212/WNL.0000000000008164 contributor: fullname: Kimchi – volume: 95 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib132 article-title: Achieving EEG-based depression recognition using decentralized-centralized structure publication-title: Biomed. Signal Process. Control doi: 10.1016/j.bspc.2024.106402 contributor: fullname: Shao – start-page: 202 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib147 article-title: Beck depression inventory (BDI) contributor: fullname: Upton – ident: 10.1016/j.bbr.2024.115325_bib14 doi: 10.1155/2021/8846097 – volume: 13 start-page: 1 issue: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib84 article-title: Depressive states in healthy subjects lead to biased processing in frontal-parietal ERPs during emotional stimuli publication-title: Sci. Rep. contributor: fullname: Li – volume: 38 start-page: 338 issue: 4 year: 2016 ident: 10.1016/j.bbr.2024.115325_bib31 article-title: Electroencephalographic findings in patients with major depressive disorder during cognitive or emotional tasks: a systematic review publication-title: Rev. Bras. Psiquiatr. doi: 10.1590/1516-4446-2015-1834 contributor: fullname: de Freitas – volume: 36 start-page: 14 issue: 1 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib139 article-title: Improved patient-independent system for detection of electrical onset of seizures publication-title: J. Clin. Neurophysiol. doi: 10.1097/WNP.0000000000000533 contributor: fullname: Sridevi – ident: 10.1016/j.bbr.2024.115325_bib123 doi: 10.1145/3349341.3349414 – volume: 56 start-page: 233 issue: 2 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib105 article-title: A machine learning framework involving EEG-based functional connectivity to diagnose major depressive disorder (MDD) publication-title: Med. Biol. Eng. Comput. doi: 10.1007/s11517-017-1685-z contributor: fullname: Mumtaz – volume: 135 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib143 article-title: Resting-state dynamic functional connectivity in major depressive disorder: a systematic review publication-title: Prog. Neuro-Psychopharmacol. Biol. Psychiatry doi: 10.1016/j.pnpbp.2024.111076 contributor: fullname: Sun – year: 2005 ident: 10.1016/j.bbr.2024.115325_bib44 contributor: fullname: Gilliam – volume: 10 start-page: 154 issue: 2 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib157 article-title: Electroencephalography and mild cognitive impairment research: a scoping review and bibliometric analysis (ScoRBA) publication-title: AIMS Neurosci. doi: 10.3934/Neuroscience.2023012 contributor: fullname: Wijaya – volume: 38 start-page: 1601 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib151 article-title: A shared vision for machine learning in neuroscience publication-title: J. Neurosci. doi: 10.1523/JNEUROSCI.0508-17.2018 contributor: fullname: Vu – year: 2023 ident: 10.1016/j.bbr.2024.115325_bib116 contributor: fullname: Pachori – volume: 331 start-page: 8 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib88 article-title: Neurophysiological markers of depression detection and severity prediction in first-episode major depressive disorder publication-title: J. Affect. Disord. doi: 10.1016/j.jad.2023.03.038 contributor: fullname: Liu – volume: 132 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib107 article-title: A deep learning framework for automatic diagnosis of unipolar depression publication-title: Int. J. Med. Inform. doi: 10.1016/j.ijmedinf.2019.103983 contributor: fullname: Mumtaz – volume: 240 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib117 article-title: EEG-based classification of individuals with neuropsychiatric disorders using deep neural networks: a systematic review of current status and future directions publication-title: Comput. Methods Prog. Biomed. doi: 10.1016/j.cmpb.2023.107683 contributor: fullname: Parsa – volume: 27 start-page: 608 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib22 article-title: Cognitive depression detection cyber-medical system based on eeg analysis and deep learning approaches publication-title: IEEE J. Biomed. Health Inf. doi: 10.1109/JBHI.2022.3200522 contributor: fullname: Chiang – volume: 79 start-page: 428 issue: 6 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib73 article-title: Test-retest reliability of frontal and parietal alpha asymmetry during presentation of emotional face stimuli in healthy subjects publication-title: Neuropsychobiology doi: 10.1159/000505783 contributor: fullname: Koller-Schlaud – volume: 3 start-page: 301 issue: 3 year: 2012 ident: 10.1016/j.bbr.2024.115325_bib71 article-title: Cognitive aspects of depression publication-title: Wiley Interdiscip. Rev. Cogn. Sci. doi: 10.1002/wcs.1177 contributor: fullname: Kircanski – ident: 10.1016/j.bbr.2024.115325_bib159 doi: 10.1109/BIBM55620.2022.9995246 – volume: 15 start-page: 239 issue: 2 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib127 article-title: Major depressive disorder diagnosis based on effective connectivity in EEG signals: a convolutional neural network and long short-term memory approach publication-title: Cogn. Neurodyn doi: 10.1007/s11571-020-09619-0 contributor: fullname: Saeedi – volume: 56 start-page: 330 year: 2015 ident: 10.1016/j.bbr.2024.115325_bib104 article-title: Resting-state functional connectivity in major depressive disorder: a review publication-title: Neurosci. Biobehav. Rev. doi: 10.1016/j.neubiorev.2015.07.014 contributor: fullname: Mulders – ident: 10.1016/j.bbr.2024.115325_bib18 – volume: 121 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib54 article-title: Serum NOX1 and raftlin as new potential biomarkers of major depressive disorder: a study in treatment-naive first episode patients publication-title: Prog. Neuro-Psychopharmacol. Biol. Psychiatry doi: 10.1016/j.pnpbp.2022.110670 contributor: fullname: Hursitoglu – start-page: 12 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib81 article-title: BEAPP: The batch electroencephalography automated processing platform publication-title: Front. Neurosci. contributor: fullname: Levin – volume: 72 start-page: 229 issue: 3-4 year: 2015 ident: 10.1016/j.bbr.2024.115325_bib113 article-title: Personalized medicine: review and perspectives of promising baseline EEG biomarkers in major depressive disorder and attention deficit hyperactivity disorder publication-title: Neuropsychobiology doi: 10.1159/000437435 contributor: fullname: Olbrich – volume: 42 start-page: 2176 issue: 3 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib100 article-title: Investigation of the relatedness of cognitive distortions with emotional expression, anxiety, and depression publication-title: Curr. Psychol. doi: 10.1007/s12144-021-02251-z contributor: fullname: Mercan – volume: 27 start-page: 185 issue: 3 year: 2006 ident: 10.1016/j.bbr.2024.115325_bib121 article-title: Resting anterior cingulate activity and abnormal responses to errors in subjects with elevated depressive symptoms: A 128-channel EEG study publication-title: Hum. Brain Mapp. doi: 10.1002/hbm.20172 contributor: fullname: Pizzagalli – volume: 43 start-page: 7 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib12 article-title: Automated depression detection using deep representation and sequence learning with EEG signals publication-title: J. Med. Syst. doi: 10.1007/s10916-019-1345-y contributor: fullname: Ay – volume: 80 start-page: 1965 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib1 article-title: Integration of deep learning for improved diagnosis of depression using EEG and facial features publication-title: Mater. Today contributor: fullname: Abdul Hamid – volume: 48 start-page: 102 year: 2014 ident: 10.1016/j.bbr.2024.115325_bib91 article-title: A review of peripheral biomarkers in major depression: the potential of inflammatory and oxidative stress biomarkers publication-title: Prog. Neuro-Psychopharmacol. Biol. Psychiatry doi: 10.1016/j.pnpbp.2013.09.017 contributor: fullname: Lopresti – volume: 79 start-page: 79 year: 2020 ident: 10.1016/j.bbr.2024.115325_bib11 article-title: Linear predictive coding distinguishes spectral EEG features of Parkinson’s disease publication-title: Park. Relat. Disord. doi: 10.1016/j.parkreldis.2020.08.001 contributor: fullname: Anjum – year: 2023 ident: 10.1016/j.bbr.2024.115325_bib4 contributor: fullname: Aggarwal – volume: 46 start-page: 1483 issue: 11 year: 2012 ident: 10.1016/j.bbr.2024.115325_bib57 article-title: Alpha power, alpha asymmetry and anterior cingulate cortex activity in depressed males and females publication-title: J. Psychiatr. Res. doi: 10.1016/j.jpsychires.2012.08.003 contributor: fullname: Jaworska – volume: 37 start-page: 1693 issue: 12 year: 2007 ident: 10.1016/j.bbr.2024.115325_bib51 article-title: The cognitive neuropsychology of depression in the elderly publication-title: Psychol. Med. doi: 10.1017/S0033291707001134 contributor: fullname: Herrmann – volume: 41 start-page: 31 issue: 1 year: 2000 ident: 10.1016/j.bbr.2024.115325_bib32 article-title: Is resting anterior EEG alpha asymmetry a trait marker for depression? publication-title: Neuropsychobiology doi: 10.1159/000026630 contributor: fullname: Debener – volume: 73 start-page: 1 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib60 article-title: An EEG-based computational model for decoding emotional intelligence, personality, and emotions publication-title: IEEE Trans. Instrum. Meas. doi: 10.1109/TIM.2023.3347790 contributor: fullname: Kannadasan – volume: 13 start-page: 1779 issue: 10 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib75 article-title: Electroencephalography-based depression detection using multiple machine learning techniques publication-title: Diagnostics doi: 10.3390/diagnostics13101779 contributor: fullname: Ksibi – volume: 31 start-page: 108 year: 2017 ident: 10.1016/j.bbr.2024.115325_bib108 article-title: Electroencephalogram (EEG)-based computer-aided technique to diagnose major depressive disorder (MDD) publication-title: Biomed. Signal Process. Control doi: 10.1016/j.bspc.2016.07.006 contributor: fullname: Mumtaz – volume: 9 start-page: 8835 year: 2021 ident: 10.1016/j.bbr.2024.115325_bib67 article-title: Automated diagnosis of major depressive disorder using brain effective connectivity and 3D convolutional neural network publication-title: IEEE Access doi: 10.1109/ACCESS.2021.3049427 contributor: fullname: Khan – volume: 547 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib26 article-title: Major depressive disorder: biomarkers and biosensors publication-title: Clin. Chim. Acta doi: 10.1016/j.cca.2023.117437 contributor: fullname: Dadkhah – start-page: 16 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib66 article-title: Electrophysiological biomarkers and age characterize phenotypic heterogeneity among individuals with major depressive disorder publication-title: Front. Hum. Neurosci. contributor: fullname: Key – volume: 22 start-page: 85 year: 2015 ident: 10.1016/j.bbr.2024.115325_bib106 article-title: Review on EEG and ERP predictive biomarkers for major depressive disorder publication-title: Biomed. Signal Process. Control doi: 10.1016/j.bspc.2015.07.003 contributor: fullname: Mumtaz – volume: 12 start-page: 1680 issue: 12 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib124 article-title: Altered functional connectivity and complexity in major depressive disorder after musical stimulation publication-title: Brain Sci. doi: 10.3390/brainsci12121680 contributor: fullname: Qiu – volume: 13 start-page: 224 issue: 1 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib89 article-title: Machine learning approaches for diagnosing depression using EEG: a review publication-title: Transl. Neurosci. doi: 10.1515/tnsci-2022-0234 contributor: fullname: Liu – volume: 11 start-page: 86297 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib109 article-title: Machine learning in ADHD and depression mental health diagnosis: a survey publication-title: IEEE Access doi: 10.1109/ACCESS.2023.3304236 contributor: fullname: Nash – volume: 13 start-page: 1 issue: 1 year: 2023 ident: 10.1016/j.bbr.2024.115325_bib102 article-title: Brainwave activities reflecting depressed mood: a pilot study publication-title: Sci. Rep. doi: 10.1038/s41598-023-40582-y contributor: fullname: Morita – volume: 55 start-page: 220 issue: 3 year: 2013 ident: 10.1016/j.bbr.2024.115325_bib148 article-title: Diagnostic and statistical manual of mental disorders 5: a quick glance publication-title: Indian J. Psychiatry doi: 10.4103/0019-5545.117131 contributor: fullname: Vahia – volume: 185 year: 2022 ident: 10.1016/j.bbr.2024.115325_bib23 article-title: Associations between depression and cognition, mild cognitive impairment and dementia in persons with diabetes mellitus: a systematic review and meta-analysis publication-title: Diabetes Res. Clin. Pract. doi: 10.1016/j.diabres.2022.109227 contributor: fullname: Chow – volume: 57 issue: 6 year: 2024 ident: 10.1016/j.bbr.2024.115325_bib20 article-title: A survey on imbalanced learning: latest research, applications and future directions publication-title: Artif. Intell. Rev. doi: 10.1007/s10462-024-10759-6 contributor: fullname: Chen – volume: 12 start-page: 277 issue: 2 year: 1997 ident: 10.1016/j.bbr.2024.115325_bib82 article-title: Center for epidemiologic studies depression scale (CES-D) as a screening instrument for depression among community-residing older adults publication-title: Psychol. Aging doi: 10.1037/0882-7974.12.2.277 contributor: fullname: Lewinsohn – volume: 3 start-page: 50 issue: 1 year: 2018 ident: 10.1016/j.bbr.2024.115325_bib156 article-title: Electroencephalography source functional connectivity reveals abnormal high-frequency communication among large-scale functional networks in depression publication-title: Biol. Psychiatry Cogn. Neurosci. Neuroimaging contributor: fullname: Whitton – year: 2023 ident: 10.1016/j.bbr.2024.115325_bib164 article-title: Bidirectional relationship between sleep and depression publication-title: Neurosci. Res doi: 10.1016/j.neures.2023.04.006 contributor: fullname: Yasugaki – volume: 15 start-page: 1249 year: 2019 ident: 10.1016/j.bbr.2024.115325_bib119 article-title: Cognitive impairment in depression: recent advances and novel treatments publication-title: Neuropsychiatr. Dis. Treat. doi: 10.2147/NDT.S199746 contributor: fullname: Perini |
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