Zobrazeno 1 - 10
of 24
pro vyhledávání: '"Mark Bergman"'
Autor:
Junhao Wen, Zhijian Yang, Ilya M. Nasrallah, Yuhan Cui, Guray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Elizabeth Mamourian, Gyujoon Hwang, Ashish Singh, Mark Bergman, Jingxuan Bao, Erdem Varol, Zhen Zhou, Aleix Boquet-Pujadas, Jiong Chen, Arthur W. Toga, Andrew J. Saykin, Timothy J. Hohman, Paul M. Thompson, Sylvia Villeneuve, Randy Gollub, Aristeidis Sotiras, Katharina Wittfeld, Hans J. Grabe, Duygu Tosun, Murat Bilgel, Yang An, Daniel S. Marcus, Pamela LaMontagne, Tammie L. Benzinger, Susan R. Heckbert, Thomas R. Austin, Lenore J. Launer, Mark Espeland, Colin L. Masters, Paul Maruff, Jurgen Fripp, Sterling C. Johnson, John C. Morris, Marilyn S. Albert, R. Nick Bryan, Susan M. Resnick, Luigi Ferrucci, Yong Fan, Mohamad Habes, David Wolk, Li Shen, Haochang Shou, Christos Davatzikos
Publikováno v:
Translational Psychiatry, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Alzheimer’s disease (AD) is associated with heterogeneous atrophy patterns. We employed a semi-supervised representation learning technique known as Surreal-GAN, through which we identified two latent dimensional representations of brain a
Externí odkaz:
https://doaj.org/article/56d631e8319148739bce0f8e8b35d005
Autor:
Spyridon Bakas, Chiharu Sako, Hamed Akbari, Michel Bilello, Aristeidis Sotiras, Gaurav Shukla, Jeffrey D. Rudie, Natali Flores Santamaría, Anahita Fathi Kazerooni, Sarthak Pati, Saima Rathore, Elizabeth Mamourian, Sung Min Ha, William Parker, Jimit Doshi, Ujjwal Baid, Mark Bergman, Zev A. Binder, Ragini Verma, Robert A. Lustig, Arati S. Desai, Stephen J. Bagley, Zissimos Mourelatos, Jennifer Morrissette, Christopher D. Watt, Steven Brem, Ronald L. Wolf, Elias R. Melhem, MacLean P. Nasrallah, Suyash Mohan, Donald M. O’Rourke, Christos Davatzikos
Publikováno v:
Scientific Data, Vol 9, Iss 1, Pp 1-12 (2022)
Measurement(s) Magnetic Resonance Imaging Technology Type(s) Magnetic Resonance Imaging of the Brain with and without Contrast Sample Characteristic - Organism Homo sapiens Sample Characteristic - Environment brain Sample Characteristic - Location Un
Externí odkaz:
https://doaj.org/article/5d5b415e3a86419991ae9fdec07415bc
Autor:
Sarthak Pati, Siddhesh P. Thakur, İbrahim Ethem Hamamcı, Ujjwal Baid, Bhakti Baheti, Megh Bhalerao, Orhun Güley, Sofia Mouchtaris, David Lang, Spyridon Thermos, Karol Gotkowski, Camila González, Caleb Grenko, Alexander Getka, Brandon Edwards, Micah Sheller, Junwen Wu, Deepthi Karkada, Ravi Panchumarthy, Vinayak Ahluwalia, Chunrui Zou, Vishnu Bashyam, Yuemeng Li, Babak Haghighi, Rhea Chitalia, Shahira Abousamra, Tahsin M. Kurc, Aimilia Gastounioti, Sezgin Er, Mark Bergman, Joel H. Saltz, Yong Fan, Prashant Shah, Anirban Mukhopadhyay, Sotirios A. Tsaftaris, Bjoern Menze, Christos Davatzikos, Despina Kontos, Alexandros Karargyris, Renato Umeton, Peter Mattson, Spyridon Bakas
Publikováno v:
Communications Engineering. 2
Deep Learning (DL) has the potential to optimize machine learning in both the scientific and clinical communities. However, greater expertise is required to develop DL algorithms, and the variability of implementations hinders their reproducibility,
Autor:
Andrew E. Sloan, Donald M. O'Rourke, Phuc Ngo, Paul A. Yushkevich, Saima Rathore, Chaitra Badve, Michel Bilello, Ashish Singh, Mark Bergman, Christos Davatzikos, Suyash Mohan, Chiharu Sako, Aimilia Gastounioti, Sarthak Pati, Russell T. Shinohara, Dimitrios Bounias, MacLean Nasrallah, Hamed Akbari, Despina Kontos, Spyridon Bakas, Jill S. Barnholtz-Sloan
Publikováno v:
Neuro-Oncology Advances. 2:iv22-iv34
Background Gliomas represent a biologically heterogeneous group of primary brain tumors with uncontrolled cellular proliferation and diffuse infiltration that renders them almost incurable, thereby leading to a grim prognosis. Recent comprehensive ge
Autor:
Hamed Akbari, Saima Rathore, Sarthak Pati, Andrew E. Sloan, Suyash Mohan, Despina Kontos, Michel Bilello, Chiharu Sako, MacLean Nasrallah, Mark Bergman, Spyridon Bakas, Jeffrey D. Rudie, Anahita Fathi Kazerooni, Jill S. Barnholtz-Sloan, Sung Min Ha, Christos Davatzikos, Stephen J Bagley, Ashish Singh, Gaurav Shukla, Donald M. O'Rourke, Robert A. Lustig, Chaitra Badve
Publikováno v:
JCO Clinical Cancer Informatics
PURPOSE To construct a multi-institutional radiomic model that supports upfront prediction of progression-free survival (PFS) and recurrence pattern (RP) in patients diagnosed with glioblastoma multiforme (GBM) at the time of initial diagnosis. PATIE
Autor:
Junhao Wen, Ilya Nasrallah, Ahmed Abdulkadir, Theodore Satterthwaite, Guray Erus, Timothy Robert-Fitzgerald, Ashish Singh, Aristeidis Sotiras, Aleix Boquet-Pujadas, Zhijian Yang, Elizabeth Mamourian, Jimit Doshi, Yuhan Cui, Dhivya Sriniva, Mark Bergman, Jingxuan Bao, Yogasudha Veturi, Zhen Zhou, Shu Yang, Paola Dazzan, René Kahn, Hugo Schnack, Marcus Zanetti, Eva Meisenzahl, Geraldo Busatto, Benedicto Crespo-Facorro, Christos Pantelis, Stephen Wood, Chuanjun Zhuo, Russell Shinohara, Ruben Gur, Raquel Gur, Nikolaos Koutsouleris, Daniel H. Wolf, Andrew J. Saykin, Marylyn Ritchie, Li Shen, Paul Thompson, Olivier Colliot, Katharina Wittfeld, Hans Grabe, Duygu Tosun, Murat Bilgel, Yang An, Daniel Marcus, Pamela LaMontagne, Susan Heckbert, Thomas Austin, Lenore Launer, Mark Espeland, Colin Masters, Paul Maruff, Jurgen Fripp, Sterling Johnson, John Morris, Marilyn Albert, Nick Bryan, Susan Resnick, Yong Fan, Mohamad Habes, David Wolk, Haochang Shou, Christos Davatzikos
Normal and pathologic neurobiological processes influence brain morphology in coordinated ways that give rise to structural covariance patterns across brain regions and individuals. We present a mega-analysis of structural covariance with magnetic re
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d1dad9ab30b81d06972c7aa03d6726f8
https://doi.org/10.21203/rs.3.rs-1503113/v1
https://doi.org/10.21203/rs.3.rs-1503113/v1
Autor:
Saima, Rathore, Suyash, Mohan, Spyridon, Bakas, Chiharu, Sako, Chaitra, Badve, Sarthak, Pati, Ashish, Singh, Dimitrios, Bounias, Phuc, Ngo, Hamed, Akbari, Aimilia, Gastounioti, Mark, Bergman, Michel, Bilello, Russell T, Shinohara, Paul, Yushkevich, Donald M, O'Rourke, Andrew E, Sloan, Despina, Kontos, MacLean P, Nasrallah, Jill S, Barnholtz-Sloan, Christos, Davatzikos
Publikováno v:
Neuro-oncology Advances
Background Gliomas represent a biologically heterogeneous group of primary brain tumors with uncontrolled cellular proliferation and diffuse infiltration that renders them almost incurable, thereby leading to a grim prognosis. Recent comprehensive ge
Autor:
Mark Bergman, Yong Fan, Ashish Singh, Phuc Ngo, Despina Kontos, Ragini Verma, Russell T. Shinohara, Paul A. Yushkevich, Spyridon Bakas, Sung Min Ha, Hamed Akbari, Patmaa Sridaran, Ratheesh Kalarot, Sarthak Pati, Hongming Li, Aimilia Gastounioti, Adam Wolf, Amit Bhattarai, Christos Davatzikos, Grayson Murphy, Saima Rathore, Dimitrios Bounias, Siddhesh Thakur, Aristeidis Sotiras, James Minock
Publikováno v:
Brainlesion
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries ISBN: 9783030466428
BrainLes@MICCAI (2)
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries ISBN: 9783030466428
BrainLes@MICCAI (2)
The purpose of this manuscript is to provide an overview of the technical specifications and architecture of the Cancer imaging Phenomics Toolkit (CaPTk www.cbica.upenn.edu/captk), a cross-platform, open-source, easy-to-use, and extensible software p
Autor:
Hamed Akbari, Sarthak Pati, Martin Rozycki, Birkan Tunç, Ragini Verma, Mark Bergman, Christos Davatzikos, Patmaa Sridharan, Saima Rathore, Ratheesh Kalarot, Spyridon Bakas, Michel Bilello
Publikováno v:
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries ISBN: 9783319752372
BrainLes@MICCAI
BrainLes@MICCAI
Quantitative research, especially in the field of radio(geno)mics, has helped us understand fundamental mechanisms of neurologic diseases. Such research is integrally based on advanced algorithms to derive extensive radiomic features and integrate th
Autor:
Ragini Verma, Ratheesh Kalarot, Aristeidis Sotiras, Hamed Akbari, Mark Bergman, Hongming Li, Patmaa Sridharan, Drew Parker, Yong Fan, Spyridon Bakas, Sarthak Pati, Birkan Tunç, Michael Hsieh, Michel Bilello, Aimilia Gastounioti, Russell T. Shinohara, Eric Cohen, Despina Kontos, Yangming Ou, Nariman Jahani, Saima Rathore, Christos Davatzikos, Jimit Doshi, Robert K. Doot, Paul A. Yushkevich
The growth of multiparametric imaging protocols has paved the way for quantitative imaging phenotypes that predict treatment response and clinical outcome, reflect underlying cancer molecular characteristics and spatiotemporal heterogeneity, and can
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::afb8557b6819cdf9f159646f8a2d0d13
https://europepmc.org/articles/PMC5764116/
https://europepmc.org/articles/PMC5764116/