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A fully convolutional neural network for comprehensive compartmentalization of abdominal adipose tissue compartments in MRI.

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Title: A fully convolutional neural network for comprehensive compartmentalization of abdominal adipose tissue compartments in MRI.
Authors: Kway YM; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Thirumurugan K; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore., Michael N; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore., Tan KH; Duke-National University of Singapore Graduate Medical School, Singapore; Department of Maternal Fetal Medicine, KK Women's and Children's Hospital, Singapore., Godfrey KM; MRC Lifecourse Epidemiology Centre & NIHR Southampton Biomedical Research Centre, University of Southampton & University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom., Gluckman P; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore., Chong YS; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Venkataraman K; Saw Swee Hock School of Public Health, National University of Singapore, National University Health System, Singapore., Khoo EYH; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Khoo CM; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Medicine, National University Health System, Singapore., Leow MK; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University (NTU), Singapore; Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Endocrinology, Division of Medicine, Tan Tock Seng Hospital (TTSH), Singapore., Tai ES; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Division of Endocrinology, University Medicine Cluster, National University Health System, Singapore., Chan JK; Department of Reproductive Medicine, KK Women's and Children's Hospital, Singapore; Experimental Fetal Medicine Group, Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University Health System, Singapore., Chan SY; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Eriksson JG; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Folkhälsan Research Center, Helsinki, Finland., Fortier MV; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Diagnostic and Interventional Imaging, KK Women's and Children's Hospital, Singapore., Lee YS; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Division of Paediatric Endocrinology, Department of Paediatrics, Khoo Teck Puat-National University Children's Medical Institute, National University Hospital, National University Health System, Singapore., Velan SS; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore., Feng M; Saw Swee Hock School of Public Health, National University of Singapore, National University Health System, Singapore; Institute of Data Science, National University of Singapore, Singapore., Sadananthan SA; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore. Electronic address: suresh@sics.a-star.edu.sg.
Source: Computers in biology and medicine [Comput Biol Med] 2023 Dec; Vol. 167, pp. 107608. Date of Electronic Publication: 2023 Oct 18.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
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  Data: A fully convolutional neural network for comprehensive compartmentalization of abdominal adipose tissue compartments in MRI.
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  Data: <searchLink fieldCode="AU" term="%22Kway+YM%22">Kway YM</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Thirumurugan+K%22">Thirumurugan K</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore.<br /><searchLink fieldCode="AU" term="%22Michael+N%22">Michael N</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore.<br /><searchLink fieldCode="AU" term="%22Tan+KH%22">Tan KH</searchLink>; Duke-National University of Singapore Graduate Medical School, Singapore; Department of Maternal Fetal Medicine, KK Women's and Children's Hospital, Singapore.<br /><searchLink fieldCode="AU" term="%22Godfrey+KM%22">Godfrey KM</searchLink>; MRC Lifecourse Epidemiology Centre & NIHR Southampton Biomedical Research Centre, University of Southampton & University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Gluckman+P%22">Gluckman P</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore.<br /><searchLink fieldCode="AU" term="%22Chong+YS%22">Chong YS</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Venkataraman+K%22">Venkataraman K</searchLink>; Saw Swee Hock School of Public Health, National University of Singapore, National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Khoo+EYH%22">Khoo EYH</searchLink>; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Khoo+CM%22">Khoo CM</searchLink>; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Medicine, National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Leow+MK%22">Leow MK</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University (NTU), Singapore; Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Endocrinology, Division of Medicine, Tan Tock Seng Hospital (TTSH), Singapore.<br /><searchLink fieldCode="AU" term="%22Tai+ES%22">Tai ES</searchLink>; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Division of Endocrinology, University Medicine Cluster, National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Chan+JK%22">Chan JK</searchLink>; Department of Reproductive Medicine, KK Women's and Children's Hospital, Singapore; Experimental Fetal Medicine Group, Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Chan+SY%22">Chan SY</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Eriksson+JG%22">Eriksson JG</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Helsinki, Finland; Folkhälsan Research Center, Helsinki, Finland.<br /><searchLink fieldCode="AU" term="%22Fortier+MV%22">Fortier MV</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Diagnostic and Interventional Imaging, KK Women's and Children's Hospital, Singapore.<br /><searchLink fieldCode="AU" term="%22Lee+YS%22">Lee YS</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore; Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Division of Paediatric Endocrinology, Department of Paediatrics, Khoo Teck Puat-National University Children's Medical Institute, National University Hospital, National University Health System, Singapore.<br /><searchLink fieldCode="AU" term="%22Velan+SS%22">Velan SS</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore.<br /><searchLink fieldCode="AU" term="%22Feng+M%22">Feng M</searchLink>; Saw Swee Hock School of Public Health, National University of Singapore, National University Health System, Singapore; Institute of Data Science, National University of Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Sadananthan+SA%22">Sadananthan SA</searchLink>; Singapore Institute for Clinical Sciences, Agency for Science Technology, and Research, Singapore. Electronic address: suresh@sics.a-star.edu.sg.
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  Data: <searchLink fieldCode="JN" term="%221250250%22">Computers in biology and medicine</searchLink> [Comput Biol Med] 2023 Dec; Vol. 167, pp. 107608. <i>Date of Electronic Publication: </i>2023 Oct 18.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>1250250 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-0534 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200104825%22">00104825 </searchLink><i>NLM ISO Abbreviation: </i>Comput Biol Med <i>Subsets: </i>MEDLINE
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