Development and Evaluation of a Portable MVT-Based All-Digital Helmet PET Scanner

Novel design solutions for dedicated portable brain positron emission tomography systems with improved performance facilitate emergency and interventional image-guided surgery as well as advanced diagnostics of clinically impaired patients with neurodegenerative diseases. We report a novel portable...

Full description

Saved in:
Bibliographic Details
Published inIEEE transactions on radiation and plasma medical sciences Vol. 8; no. 3; pp. 287 - 294
Main Authors Zhou, Feng, D'Ascenzo, Nicola, Zhang, Bo, Antonecchia, Emanuele, Fang, Lei, Ba, Li, Zhang, Min, Zhu, Xiaohua, Liu, Qiong, Ni, Jiazuan, Frati, Giacomo, Kreissl, Michael, Chen, Xun, Wu, Jiang, Xie, Qingguo
Format Journal Article
LanguageEnglish
Published Piscataway IEEE 01.03.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Online AccessGet full text
ISSN2469-7311
2469-7303
DOI10.1109/TRPMS.2024.3357571

Cover

Abstract Novel design solutions for dedicated portable brain positron emission tomography systems with improved performance facilitate emergency and interventional image-guided surgery as well as advanced diagnostics of clinically impaired patients with neurodegenerative diseases. We report a novel portable MVT-based All-Digital helmet PET system with a hemispherical detector arrangement based on the Multi Voltage Threshold technology. It has a transverse and axial field of view (FOV) of 200 and 124 mm, respectively. It allows to scan subjects in a standing, sitting, and lying position. We evaluated the performance of the system according to NEMA standards. The scanner exhibits a noise equivalent count rate peak of <inline-formula> <tex-math notation="LaTeX">\mathbf {(151\pm 2)} </tex-math></inline-formula> kcps at the activity of 40.65 kBq/mL, a sensitivity of <inline-formula> <tex-math notation="LaTeX">\mathbf {(55.24\pm 0.05)} </tex-math></inline-formula> cps/kBq, and a spatial resolution at the center of the FOV of approximately 3.3 mm (FWHM), when using the filtered back projection algorithm. For a mini Derenzo phantom, rods of 2.0-mm diameter can be clearly separated. Time-dynamic [<inline-formula> <tex-math notation="LaTeX">\mathbf {^{18}}\text{F} </tex-math></inline-formula>]-Fluorodeoxyglucose human brain imaging was performed, showing the distinctive traits of cortex and thalamus uptake, as well as of the arterial and venous flow with 30 s time frames. We finally verified the usability of the device in the diagnostics of Alzheimer's Disease by imaging human subjects with [<inline-formula> <tex-math notation="LaTeX">\mathbf {^{18}}\text{F} </tex-math></inline-formula>]-Florbetapir.
AbstractList Novel design solutions for dedicated portable brain positron emission tomography systems with improved performance facilitate emergency and interventional image-guided surgery as well as advanced diagnostics of clinically impaired patients with neurodegenerative diseases. We report a novel portable MVT-based All-Digital helmet PET system with a hemispherical detector arrangement based on the Multi Voltage Threshold technology. It has a transverse and axial field of view (FOV) of 200 and 124 mm, respectively. It allows to scan subjects in a standing, sitting, and lying position. We evaluated the performance of the system according to NEMA standards. The scanner exhibits a noise equivalent count rate peak of [Formula Omitted] kcps at the activity of 40.65 kBq/mL, a sensitivity of [Formula Omitted] cps/kBq, and a spatial resolution at the center of the FOV of approximately 3.3 mm (FWHM), when using the filtered back projection algorithm. For a mini Derenzo phantom, rods of 2.0-mm diameter can be clearly separated. Time-dynamic [[Formula Omitted]]-Fluorodeoxyglucose human brain imaging was performed, showing the distinctive traits of cortex and thalamus uptake, as well as of the arterial and venous flow with 30 s time frames. We finally verified the usability of the device in the diagnostics of Alzheimer’s Disease by imaging human subjects with [[Formula Omitted]]-Florbetapir.
Novel design solutions for dedicated portable brain positron emission tomography systems with improved performance facilitate emergency and interventional image-guided surgery as well as advanced diagnostics of clinically impaired patients with neurodegenerative diseases. We report a novel portable MVT-based All-Digital helmet PET system with a hemispherical detector arrangement based on the Multi Voltage Threshold technology. It has a transverse and axial field of view (FOV) of 200 and 124 mm, respectively. It allows to scan subjects in a standing, sitting, and lying position. We evaluated the performance of the system according to NEMA standards. The scanner exhibits a noise equivalent count rate peak of <inline-formula> <tex-math notation="LaTeX">\mathbf {(151\pm 2)} </tex-math></inline-formula> kcps at the activity of 40.65 kBq/mL, a sensitivity of <inline-formula> <tex-math notation="LaTeX">\mathbf {(55.24\pm 0.05)} </tex-math></inline-formula> cps/kBq, and a spatial resolution at the center of the FOV of approximately 3.3 mm (FWHM), when using the filtered back projection algorithm. For a mini Derenzo phantom, rods of 2.0-mm diameter can be clearly separated. Time-dynamic [<inline-formula> <tex-math notation="LaTeX">\mathbf {^{18}}\text{F} </tex-math></inline-formula>]-Fluorodeoxyglucose human brain imaging was performed, showing the distinctive traits of cortex and thalamus uptake, as well as of the arterial and venous flow with 30 s time frames. We finally verified the usability of the device in the diagnostics of Alzheimer's Disease by imaging human subjects with [<inline-formula> <tex-math notation="LaTeX">\mathbf {^{18}}\text{F} </tex-math></inline-formula>]-Florbetapir.
Author Chen, Xun
Zhu, Xiaohua
Frati, Giacomo
Xie, Qingguo
Zhang, Min
D'Ascenzo, Nicola
Zhou, Feng
Wu, Jiang
Zhang, Bo
Liu, Qiong
Ba, Li
Ni, Jiazuan
Fang, Lei
Kreissl, Michael
Antonecchia, Emanuele
Author_xml – sequence: 1
  givenname: Feng
  orcidid: 0009-0001-5417-0561
  surname: Zhou
  fullname: Zhou, Feng
  organization: Department of Biomedical Engineering, Huazhong University of Science and Technology, Wuhan, China
– sequence: 2
  givenname: Nicola
  orcidid: 0000-0002-3657-3607
  surname: D'Ascenzo
  fullname: D'Ascenzo, Nicola
  email: ndasc@hust.edu.cn
  organization: Department of Biomedical Engineering, Huazhong University of Science and Technology, Wuhan, China
– sequence: 3
  givenname: Bo
  surname: Zhang
  fullname: Zhang, Bo
  organization: Department of Biomedical Engineering, Huazhong University of Science and Technology, Wuhan, China
– sequence: 4
  givenname: Emanuele
  orcidid: 0000-0003-4739-7191
  surname: Antonecchia
  fullname: Antonecchia, Emanuele
  organization: Department of Biomedical Engineering, Huazhong University of Science and Technology, Wuhan, China
– sequence: 5
  givenname: Lei
  orcidid: 0000-0002-4199-0392
  surname: Fang
  fullname: Fang, Lei
  organization: Department of Biomedical Engineering, Huazhong University of Science and Technology, Wuhan, China
– sequence: 6
  givenname: Li
  orcidid: 0000-0002-8405-2144
  surname: Ba
  fullname: Ba, Li
  organization: Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
– sequence: 7
  givenname: Min
  orcidid: 0000-0003-3752-9808
  surname: Zhang
  fullname: Zhang, Min
  organization: Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
– sequence: 8
  givenname: Xiaohua
  orcidid: 0000-0003-0495-9510
  surname: Zhu
  fullname: Zhu, Xiaohua
  organization: Department of Nuclear Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
– sequence: 9
  givenname: Qiong
  orcidid: 0000-0002-6431-3650
  surname: Liu
  fullname: Liu, Qiong
  organization: College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China
– sequence: 10
  givenname: Jiazuan
  surname: Ni
  fullname: Ni, Jiazuan
  organization: College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China
– sequence: 11
  givenname: Giacomo
  surname: Frati
  fullname: Frati, Giacomo
  organization: Department of Clinical, Internal Medicine, Anesthesiology and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy
– sequence: 12
  givenname: Michael
  orcidid: 0000-0001-5905-6015
  surname: Kreissl
  fullname: Kreissl, Michael
  organization: Department of Radiology and Nuclear Medicine, Division of Nuclear Medicine, University Hospital Magdeburg, Otto-von-Guericke University, Magdeburg, Germany
– sequence: 13
  givenname: Xun
  orcidid: 0000-0002-4922-8116
  surname: Chen
  fullname: Chen, Xun
  organization: Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, China
– sequence: 14
  givenname: Jiang
  orcidid: 0000-0003-2783-4155
  surname: Wu
  fullname: Wu, Jiang
  organization: Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China
– sequence: 15
  givenname: Qingguo
  orcidid: 0000-0001-5353-2201
  surname: Xie
  fullname: Xie, Qingguo
  email: qgxie@hust.edu.cn
  organization: Department of Biomedical Engineering, Huazhong University of Science and Technology, Wuhan, China
BookMark eNp9kMFOwkAQhjdGExF5AeNhE8_Fnd3ubntEQDGBiIJem207NSVLF7eFxLe3CDHGg6eZw3wz838X5LRyFRJyBawPwOLb5ct8tuhzxsO-EFJLDSekw0MVB1owcfrTA5yTXl2vGGOgIx6HskOeR7hD6zZrrBpqqpyOd8ZuTVO6irqCGjp3vjGpRTp7WwZ3psacDqwNRuV72RhLJ2jX2ND5eEkXmakq9JfkrDC2xt6xdsnr_Xg5nATTp4fH4WAaZDxWTSCFwCxTQqYFMsi4SgFNrGQuWCol6CyNTMGN5sqEEeY8j5VmIkIQTEEhQXTJzWHvxruPLdZNsnJbX7UnEx6LqI0otW6nosNU5l1deyySrP17H6_xprQJsGTvMPl2mOwdJkeHLcr_oBtfro3__B-6PkAlIv4CQhCcgfgCK_Z9Xw
CODEN ITRPFI
CitedBy_id crossref_primary_10_1109_TRPMS_2024_3370308
Cites_doi 10.1088/1361-6560/ab012c
10.1186/s40658-022-00518-3
10.2967/jnmt.113.131904
10.1016/j.nima.2018.10.175
10.1109/TNS.2013.2277855
10.1088/2057-1976/ab5c05
10.1007/0-387-34946-4_1
10.1088/1748-0221/15/05/C05071
10.1109/nssmic.2003.1351908
10.3390/s17051164
10.1007/978-3-319-40070-9
10.1088/1361-6560/ac9e87
10.1088/0031-9155/44/2/020
10.1109/TNS.2011.2146790
10.1109/TRPMS.2019.2937681
10.1109/TNS.2011.2105502
10.1109/TRPMS.2019.2912129
10.1109/TNS.2015.2392560
10.1002/brb3.530
10.1088/0031-9155/41/12/013
10.1109/TNS.2010.2081376
10.1088/0031-9155/49/18/004
10.1109/NSSMIC.2013.6829113
10.1038/s41591-019-0723-9
10.1007/s00330-020-07645-4
10.3390/s18093006
10.1002/mp.16223
10.1007/s43657-022-00068-9
10.1007/978-3-030-01523-7_12
10.1007/s00330-012-2415-4
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024
DBID 97E
RIA
RIE
AAYXX
CITATION
7QO
8FD
F28
FR3
K9.
NAPCQ
P64
DOI 10.1109/TRPMS.2024.3357571
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Biotechnology Research Abstracts
Technology Research Database
ANTE: Abstracts in New Technology & Engineering
Engineering Research Database
ProQuest Health & Medical Complete (Alumni)
Nursing & Allied Health Premium
Biotechnology and BioEngineering Abstracts
DatabaseTitle CrossRef
Nursing & Allied Health Premium
Biotechnology Research Abstracts
Technology Research Database
ProQuest Health & Medical Complete (Alumni)
Engineering Research Database
ANTE: Abstracts in New Technology & Engineering
Biotechnology and BioEngineering Abstracts
DatabaseTitleList Nursing & Allied Health Premium

Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Physics
EISSN 2469-7303
EndPage 294
ExternalDocumentID 10_1109_TRPMS_2024_3357571
10413201
Genre orig-research
GrantInformation_xml – fundername: National Key Research and Development Program of the People’s Republic of China Key Program for Intergovernmental Cooperation in International Science and Technology Innovation
  grantid: 2018YFE0118900
  funderid: 10.13039/501100012166
– fundername: National Natural Science Foundation of China
  grantid: 62250002; 62027808
  funderid: 10.13039/501100001809
– fundername: Ministero della Salute
  grantid: PNCE3-2022-23683266
  funderid: 10.13039/501100003196
GroupedDBID 0R~
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABJNI
ABQJQ
ABVLG
ACGFS
AGQYO
AHBIQ
AKJIK
ALMA_UNASSIGNED_HOLDINGS
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
EBS
EJD
IFIPE
IPLJI
JAVBF
OCL
RIA
RIE
AAYXX
CITATION
RIG
7QO
8FD
F28
FR3
K9.
NAPCQ
P64
ID FETCH-LOGICAL-c296t-533ecc635bfe01c26b1ea965d30b5517cb8af2a726a48ed2d967038e13061f513
IEDL.DBID RIE
ISSN 2469-7311
IngestDate Mon Jun 30 14:24:01 EDT 2025
Tue Jul 01 03:04:17 EDT 2025
Thu Apr 24 22:51:50 EDT 2025
Wed Aug 27 03:05:13 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 3
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
https://doi.org/10.15223/policy-029
https://doi.org/10.15223/policy-037
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c296t-533ecc635bfe01c26b1ea965d30b5517cb8af2a726a48ed2d967038e13061f513
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0003-4739-7191
0000-0002-4199-0392
0000-0001-5353-2201
0000-0002-8405-2144
0000-0003-0495-9510
0000-0003-3752-9808
0000-0002-3657-3607
0000-0002-6431-3650
0000-0003-2783-4155
0000-0002-4922-8116
0009-0001-5417-0561
0000-0001-5905-6015
PQID 2938017577
PQPubID 4437208
PageCount 8
ParticipantIDs ieee_primary_10413201
crossref_citationtrail_10_1109_TRPMS_2024_3357571
proquest_journals_2938017577
crossref_primary_10_1109_TRPMS_2024_3357571
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2024-03-01
PublicationDateYYYYMMDD 2024-03-01
PublicationDate_xml – month: 03
  year: 2024
  text: 2024-03-01
  day: 01
PublicationDecade 2020
PublicationPlace Piscataway
PublicationPlace_xml – name: Piscataway
PublicationTitle IEEE transactions on radiation and plasma medical sciences
PublicationTitleAbbrev TRPMS
PublicationYear 2024
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref13
ref12
ref15
ref14
ref31
ref11
ref33
ref10
ref32
(ref23) 2008
ref2
ref1
ref17
ref16
ref19
ref18
ref24
Guan (ref20) 2023
ref26
ref25
ref22
ref21
(ref30) 2018
ref28
ref27
ref29
ref8
ref7
ref9
ref4
ref3
ref6
ref5
References_xml – ident: ref9
  doi: 10.1088/1361-6560/ab012c
– ident: ref6
  doi: 10.1186/s40658-022-00518-3
– year: 2023
  ident: ref20
  article-title: Synthetic CT generation via variant invertible network for all-digital brain PET attenuation correction
  publication-title: arXiv:2310.01885
– ident: ref12
  doi: 10.2967/jnmt.113.131904
– ident: ref22
  doi: 10.1016/j.nima.2018.10.175
– ident: ref14
  doi: 10.1109/TNS.2013.2277855
– ident: ref29
  doi: 10.1088/2057-1976/ab5c05
– ident: ref18
  doi: 10.1007/0-387-34946-4_1
– volume-title: Performance measurements of small animal positron emission tomographs
  year: 2008
  ident: ref23
– ident: ref10
  doi: 10.1088/1748-0221/15/05/C05071
– ident: ref13
  doi: 10.1109/nssmic.2003.1351908
– ident: ref32
  doi: 10.3390/s17051164
– ident: ref11
  doi: 10.1007/978-3-319-40070-9
– ident: ref26
  doi: 10.1088/1361-6560/ac9e87
– ident: ref21
  doi: 10.1088/0031-9155/44/2/020
– ident: ref7
  doi: 10.1109/TNS.2011.2146790
– ident: ref5
  doi: 10.1109/TRPMS.2019.2937681
– ident: ref8
  doi: 10.1109/TNS.2011.2105502
– ident: ref1
  doi: 10.1109/TRPMS.2019.2912129
– ident: ref31
  doi: 10.1109/TNS.2015.2392560
– ident: ref33
  doi: 10.1002/brb3.530
– ident: ref19
  doi: 10.1088/0031-9155/41/12/013
– ident: ref15
  doi: 10.1109/TNS.2010.2081376
– ident: ref16
  doi: 10.1088/0031-9155/49/18/004
– ident: ref27
  doi: 10.1109/NSSMIC.2013.6829113
– ident: ref2
  doi: 10.1038/s41591-019-0723-9
– ident: ref3
  doi: 10.1007/s00330-020-07645-4
– ident: ref17
  doi: 10.3390/s18093006
– ident: ref25
  doi: 10.1002/mp.16223
– ident: ref24
  doi: 10.1007/s43657-022-00068-9
– ident: ref4
  doi: 10.1007/978-3-030-01523-7_12
– volume-title: Performance measurements of positron emission tomographs
  year: 2018
  ident: ref30
– ident: ref28
  doi: 10.1007/s00330-012-2415-4
SSID ssj0001782945
Score 2.2623963
Snippet Novel design solutions for dedicated portable brain positron emission tomography systems with improved performance facilitate emergency and interventional...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 287
SubjectTerms Advanced diagnostics
Algorithms
Alzheimer's disease
Brain
Detectors
Head
helmet brain positron emission tomography
Helmets
hemispherical detector arrangement
Magnetic heads
Medical diagnosis
Medical imaging
multi voltage threshold (MVT)
Neurodegenerative diseases
Neuroimaging
Performance evaluation
Plasmas
Portability
portable positron emission tomography
Positron emission
Positron emission tomography
Protective equipment
Safety
Scanners
Sensitivity
Spatial discrimination
Spatial resolution
Thalamus
Title Development and Evaluation of a Portable MVT-Based All-Digital Helmet PET Scanner
URI https://ieeexplore.ieee.org/document/10413201
https://www.proquest.com/docview/2938017577
Volume 8
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3NS8MwFA86ELz4OXE6JQdvktm0Wdoep26IoChO8VaS5kXE2cnWXfzrfUk7P1G89ZAXQt5Lfr-Xvg9CDkSgjQohYbERhiH_NyzVwrLEGisNMlQuXKLwxaU8uxXn9937Olnd58IAgA8-g4779P_yzTifuacyPOHCZfyis7OIdlYla308qCDWpb4pcYguH4sjzudJMkF6NEQv_gbdwVB0oggpSsy_AJHvrPLjOvYYM1gll_PVVaElT51ZqTv567fCjf9e_hpZqdkm7VXmsU4WoNggSz7qM59ukutPIUNUFYb232t_07Glivo4Uz0CenE3ZMcIeIb2RiN2-vjgeo1QxKxnKOlVf0hvUEUFTJrkdtAfnpyxuscCy8NUlgzZHioRWYe2EPA8lJqDSmXXRIFGMhXnOlE2VHEolUjAhCaVeEckgNAnue3yaIs0inEB24QqMJEMrOVGI6kBUAKlwYIwzusRqkX4fMOzvC5A7vpgjDLviARp5pWUOSVltZJa5PBd5qUqv_Hn6Kbb9U8jqw1vkfZcsVl9RKcZ8hxEZxSLd34R2yXLbvYq4qxNGuVkBntIQUq9703vDSGm1VU
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3NT9swFLdQ0bRdgG1MKxTmw26TuzhxneTIR6uOtdWmhqm3yI6fJ0RJEaQX_nqenbR0TEy75eCnJO_Z_v2e_T4I-SwCbVQICYuNMAz5v2GpFpYl1lhpkKFy4RKFxxM5vBQXs96sSVb3uTAA4IPPoOse_V2-WRRLd1SGK1y4jF90drYR-EWvTtd6OlJBtEt9W-IQnT4WR5yv0mSC9GuGfvwUHcJQdKMISUrM_4Ai31vlrw3Zo8xgl0xW31cHl1x3l5XuFg_PSjf-9w_skZ2Gb9KTeoK8JVtQviOvfNxncf-e_NwIGqKqNLS_rv5NF5Yq6iNN9Rzo-FfGThHyDD2Zz9n51W_XbYQiat1ARX_0MzpFI5Vwt08uB_3sbMiaLgusCFNZMeR7aEbkHdpCwItQag4qlT0TBRrpVFzoRNlQxaFUIgETmlTiLpEAgp_ktsejD6RVLkr4SKgCE8nAWm400hoAJVAaLAjj_B6h2oSvFJ4XTQly1wljnntXJEhzb6TcGSlvjNQmX9Yyt3UBjn-O3nda3xhZK7xNOivD5s0ivc-R6SA-o1h88ILYJ_J6mI1H-ejb5PsheePeVMefdUirulvCERKSSh_7afgIerXYog
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=Development+and+Evaluation+of+a+Portable+MVT-Based+All-Digital+Helmet+PET+Scanner&rft.jtitle=IEEE+transactions+on+radiation+and+plasma+medical+sciences&rft.au=Zhou%2C+Feng&rft.au=D%27Ascenzo%2C+Nicola&rft.au=Zhang%2C+Bo&rft.au=Antonecchia%2C+Emanuele&rft.date=2024-03-01&rft.pub=The+Institute+of+Electrical+and+Electronics+Engineers%2C+Inc.+%28IEEE%29&rft.issn=2469-7311&rft.eissn=2469-7303&rft.volume=8&rft.issue=3&rft.spage=287&rft_id=info:doi/10.1109%2FTRPMS.2024.3357571&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2469-7311&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2469-7311&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2469-7311&client=summon