C Davatzikos

Affiliations

Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA.

Publications (100)

Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study.

Biological psychiatry

Avec: Ji Chen , Kaustubh R Patil , Susanne Weis , Kang Sim , Thomas Nickl-Jockschat , Juan Zhou , André Aleman , Iris E Sommer , Edith J Liemburg , Felix Hoffstaedter , Ute Habel , Birgit Derntl , Xiaojin Liu , Jona M Fischer , Lydia Kogler , Christina Regenbogen , Vaibhav A Diwadkar , Jeffrey A Stanley , Valentin Riedl , Renaud Jardri , Oliver Gruber , Aristeidis Sotiras , Christos Davatzikos , Simon B Eickhoff , Auteur inconnu

Neurostructural Heterogeneity in Youths With Internalizing Symptoms.

Biological psychiatry

Avec: Antonia N Kaczkurkin , Aristeidis Sotiras , Erica B Baller , Ran Barzilay , Monica E Calkins , Ganesh B Chand , Zaixu Cui , Guray Erus , Yong Fan , Raquel E Gur , Ruben C Gur , Tyler M Moore , David R Roalf , Adon F G Rosen , Kosha Ruparel , Russell T Shinohara , Erdem Varol , Daniel H Wolf , Christos Davatzikos , Theodore D Satterthwaite

Sociodemographic disparities in corticolimbic structures.

PloS one

Avec: Danielle Shaked , Zachary B Millman , Danielle L Beatty Moody , William F Rosenberger , Hui Shao , Leslie I Katzel , Christos Davatzikos , Rao P Gullapalli , Stephen L Seliger , Guray Erus , Michele K Evans , Alan B Zonderman , Shari R Waldstein

A prospective study of focal brain atrophy, mobility and fitness.

Journal of internal medicine

Avec: Q Tian , S M Resnick , C Davatzikos , G Erus , E M Simonsick , S A Studenski , L Ferrucci

Cigarette smoking and gray matter brain volumes in middle age adults: the CARDIA Brain MRI sub-study.

Translational psychiatry

Avec: Martine Elbejjani , Reto Auer , David R Jacobs , Thaddeus Haight , Christos Davatzikos , David C Goff , R Nick Bryan , Lenore J Launer

Effect of Intensive vs Standard Blood Pressure Control on Probable Dementia: A Randomized Clinical Trial.

JAMA

Avec: Auteur inconnu , Jeff D Williamson , Nicholas M Pajewski , Alexander P Auchus , R Nick Bryan , Gordon Chelune , Alfred K Cheung , Maryjo L Cleveland , Laura H Coker , Michael G Crowe , William C Cushman , Jeffrey A Cutler , Christos Davatzikos , Lisa Desiderio , Guray Erus , Larry J Fine , Sarah A Gaussoin , Darrin Harris , Meng-Kang Hsieh , Karen C Johnson , Paul L Kimmel , Manjula Kurella Tamura , Lenore J Launer , Alan J Lerner , Cora E Lewis , Jennifer Martindale-Adams , Claudia S Moy , Ilya M Nasrallah , Linda O Nichols , Suzanne Oparil , Paula K Ogrocki , Mahboob Rahman , Stephen R Rapp , David M Reboussin , Michael V Rocco , Bonnie C Sachs , Kaycee M Sink , Carolyn H Still , Mark A Supiano , Joni K Snyder , Virginia G Wadley , Jennifer Walker , Daniel E Weiner , Paul K Whelton , Valerie M Wilson , Nancy Woolard , Jackson T Wright , Clinton B Wright

Lifetime discrimination burden, racial discrimination, and subclinical cerebrovascular disease among African Americans.

Health psychology : official journal of the Division of Health Psychology, American Psychological Association

Avec: Danielle L Beatty Moody , Antione D Taylor , Daniel K Leibel , Elias Al-Najjar , Leslie I Katzel , Christos Davatzikos , Rao P Gullapalli , Stephen L Seliger , Theresa Kouo , Guray Erus , William F Rosenberger , Michele K Evans , Alan B Zonderman , Shari R Waldstein

Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data.

NeuroImage

Avec: Joanne C Beer , Nicholas J Tustison , Philip A Cook , Christos Davatzikos , Yvette I Sheline , Russell T Shinohara , Kristin A Linn , Auteur inconnu

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning.

Brain : a journal of neurology

Avec: Ganesh B Chand , Dominic B Dwyer , Guray Erus , Aristeidis Sotiras , Erdem Varol , Dhivya Srinivasan , Jimit Doshi , Raymond Pomponio , Alessandro Pigoni , Paola Dazzan , Rene S Kahn , Hugo G Schnack , Marcus V Zanetti , Eva Meisenzahl , Geraldo F Busatto , Benedicto Crespo-Facorro , Christos Pantelis , Stephen J Wood , Chuanjun Zhuo , Russell T Shinohara , Haochang Shou , Yong Fan , Ruben C Gur , Raquel E Gur , Theodore D Satterthwaite , Nikolaos Koutsouleris , Daniel H Wolf , Christos Davatzikos

Structural brain networks in remitted psychotic depression.

Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology

Avec: Nicholas H Neufeld , Antonia N Kaczkurkin , Aristeidis Sotiras , Benoit H Mulsant , Erin W Dickie , Alastair J Flint , Barnett S Meyers , George S Alexopoulos , Anthony J Rothschild , Ellen M Whyte , Linda Mah , Jay Nierenberg , Matthew J Hoptman , Christos Davatzikos , Theodore D Satterthwaite , Aristotle N Voineskos

Energetic Cost of Walking and Brain Atrophy in Mid-to-Late Life.

The journals of gerontology. Series A, Biological sciences and medical sciences

Avec: Ryan J Dougherty , Fangyu Liu , Yang An , Amal A Wanigatunga , Qu Tian , Christos Davatzikos , Eleanor M Simonsick , Luigi Ferrucci , Susan M Resnick , Jennifer A Schrack

Applications of Radiomics and Radiogenomics in High-Grade Gliomas in the Era of Precision Medicine.

Cancers

Avec: Anahita Fathi Kazerooni , Stephen J Bagley , Hamed Akbari , Sanjay Saxena , Sina Bagheri , Jun Guo , Sanjeev Chawla , Ali Nabavizadeh , Suyash Mohan , Spyridon Bakas , Christos Davatzikos , MacLean P Nasrallah

Structural and Functional Brain Parameters Related to Cognitive Performance Across Development: Replication and Extension of the Parieto-Frontal Integration Theory in a Single Sample.

Cerebral cortex (New York, N.Y. : 1991)

Avec: Ruben C Gur , Ellyn R Butler , Tyler M Moore , Adon F G Rosen , Kosha Ruparel , Theodore D Satterthwaite , David R Roalf , Efstathios D Gennatas , Warren B Bilker , Russell T Shinohara , Allison Port , Mark A Elliott , Ragini Verma , Christos Davatzikos , Daniel H Wolf , John A Detre , Raquel E Gur

Association Between Brain Volumes and Patterns of Physical Activity in Community-Dwelling Older Adults.

The journals of gerontology. Series A, Biological sciences and medical sciences

Avec: Amal A Wanigatunga , Hang Wang , Yang An , Eleanor M Simonsick , Qu Tian , Christos Davatzikos , Jacek K Urbanek , Vadim Zipunnikov , Adam P Spira , Luigi Ferrucci , Susan M Resnick , Jennifer A Schrack

Hierarchical Extraction of Functional Connectivity Components in Human Brain Using Resting-State fMRI.

IEEE transactions on medical imaging

Avec: Dushyant Sahoo , Theodore D Satterthwaite , Christos Davatzikos

Identification of voxel-based texture abnormalities as new biomarkers for schizophrenia and major depressive patients using layer-wise relevance propagation on deep learning decisions.

Psychiatry research. Neuroimaging

Avec: A I Korda , A Ruef , S Neufang , C Davatzikos , S Borgwardt , E M Meisenzahl , N Koutsouleris

A Deep Network for Joint Registration and Reconstruction of Images with Pathologies.

Machine learning in medical imaging. MLMI (Workshop)

Avec: Xu Han , Zhengyang Shen , Zhenlin Xu , Spyridon Bakas , Hamed Akbari , Michel Bilello , Christos Davatzikos , Marc Niethammer

Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation.

Medical image analysis

Avec: Rongguang Wang , Pratik Chaudhari , Christos Davatzikos

Longitudinal associations between energy utilization and brain volumes in cognitively normal middle aged and older adults.

Scientific reports

Avec: Yujia Qiao , Amal A Wanigatunga , Yang An , Fangyu Liu , Adam P Spira , Christos Davatzikos , Qu Tian , Eleanor M Simonsick , Luigi Ferrucci , Susan M Resnick , Jennifer A Schrack

Commentary to "Translational machine learning for child and adolescent psychiatry".

Journal of child psychology and psychiatry, and allied disciplines

Avec: Christos Davatzikos , Theodore D Satterthwaite

Assessment of Risk Factors and Clinical Importance of Enlarged Perivascular Spaces by Whole-Brain Investigation in the Multi-Ethnic Study of Atherosclerosis.

JAMA network open

Avec: Sokratis Charisis , Tanweer Rashid , Hangfan Liu , Jeffrey B Ware , Paul N Jensen , Thomas R Austin , Karl Li , Elyas Fadaee , Saima Hilal , Christopher Chen , Timothy M Hughes , Jose Rafael Romero , Jon B Toledo , Will T Longstreth , Timothy J Hohman , Ilya Nasrallah , R Nick Bryan , Lenore J Launer , Christos Davatzikos , Sudha Seshadri , Susan R Heckbert , Mohamad Habes

The Brain Tumor Segmentation (BraTS) Challenge 2023:

ArXiv

Avec: Hongwei Bran Li , Gian Marco Conte , Syed Muhammad Anwar , Florian Kofler , Ivan Ezhov , Koen van Leemput , Marie Piraud , Maria Diaz , Byrone Cole , Evan Calabrese , Jeff Rudie , Felix Meissen , Maruf Adewole , Anastasia Janas , Anahita Fathi Kazerooni , Dominic LaBella , Ahmed W Moawad , Keyvan Farahani , James Eddy , Timothy Bergquist , Verena Chung , Russell Takeshi Shinohara , Farouk Dako , Walter Wiggins , Zachary Reitman , Chunhao Wang , Xinyang Liu , Zhifan Jiang , Ariana Familiar , Elaine Johanson , Zeke Meier , Christos Davatzikos , John Freymann , Justin Kirby , Michel Bilello , Hassan M Fathallah-Shaykh , Roland Wiest , Jan Kirschke , Rivka R Colen , Aikaterini Kotrotsou , Pamela Lamontagne , Daniel Marcus , Mikhail Milchenko , Arash Nazeri , Marc-André Weber , Abhishek Mahajan , Suyash Mohan , John Mongan , Christopher Hess , Soonmee Cha , Javier Villanueva-Meyer , Errol Colak , Priscila Crivellaro , Andras Jakab , Jake Albrecht , Udunna Anazodo , Mariam Aboian , Thomas Yu , Verena Chung , Timothy Bergquist , James Eddy , Jake Albrecht , Ujjwal Baid , Spyridon Bakas , Marius George Linguraru , Bjoern Menze , Juan Eugenio Iglesias , Benedikt Wiestler

The genetic architecture of multimodal human brain age.

Nature communications

Avec: Junhao Wen , Bingxin Zhao , Zhijian Yang , Guray Erus , Ioanna Skampardoni , Elizabeth Mamourian , Yuhan Cui , Gyujoon Hwang , Jingxuan Bao , Aleix Boquet-Pujadas , Zhen Zhou , Yogasudha Veturi , Marylyn D Ritchie , Haochang Shou , Paul M Thompson , Li Shen , Arthur W Toga , Christos Davatzikos

Investigating Causal Genetic Effects on Overall Survival of Glioblastoma Patients using Normalizing Flow and Structural Causal Model.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Fanyang Yu , Rongguang Wang , Pratik Chaudhari , Christos Davatzikos

Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals.

JAMA psychiatry

Avec: Ioanna Skampardoni , Ilya M Nasrallah , Ahmed Abdulkadir , Junhao Wen , Randa Melhem , Elizabeth Mamourian , Guray Erus , Jimit Doshi , Ashish Singh , Zhijian Yang , Yuhan Cui , Gyujoon Hwang , Zheng Ren , Raymond Pomponio , Dhivya Srinivasan , Sindhuja Tirumalai Govindarajan , Paraskevi Parmpi , Katharina Wittfeld , Hans J Grabe , Robin Bülow , Stefan Frenzel , Duygu Tosun , Murat Bilgel , Yang An , Daniel S Marcus , Pamela LaMontagne , Susan R Heckbert , Thomas R Austin , Lenore J Launer , Aristeidis Sotiras , Mark A Espeland , Colin L Masters , Paul Maruff , Jurgen Fripp , Sterling C Johnson , John C Morris , Marilyn S Albert , R Nick Bryan , Kristine Yaffe , Henry Völzke , Luigi Ferrucci , Tammie L S Benzinger , Ali Ezzati , Russell T Shinohara , Yong Fan , Susan M Resnick , Mohamad Habes , David Wolk , Haochang Shou , Konstantina Nikita , Christos Davatzikos

Identifying Shared Neuroanatomic Architecture between Cognitive Traits through Multiscale Morphometric Correlation Analysis.

Medical image computing and computer assisted intervention - MICCAI 2023 workshops : ISIC 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8-12, 2023, proceedings

Avec: Zixuan Wen , Jingxuan Bao , Shu Yang , Shannon L Risacher , Andrew J Saykin , Paul M Thompson , Christos Davatzikos , Heng Huang , Yize Zhao , Li Shen

Neurobiologically Based Stratification of Recent-Onset Depression and Psychosis: Identification of Two Distinct Transdiagnostic Phenotypes.

Biological psychiatry

Avec: Paris Alexandros Lalousis , Lianne Schmaal , Stephen J Wood , Renate L E P Reniers , Nicholas M Barnes , Katharine Chisholm , Sian Lowri Griffiths , Alexandra Stainton , Junhao Wen , Gyujoon Hwang , Christos Davatzikos , Julian Wenzel , Lana Kambeitz-Ilankovic , Christina Andreou , Carolina Bonivento , Udo Dannlowski , Adele Ferro , Theresa Lichtenstein , Anita Riecher-Rössler , Georg Romer , Marlene Rosen , Alessandro Bertolino , Stefan Borgwardt , Paolo Brambilla , Joseph Kambeitz , Rebekka Lencer , Christos Pantelis , Stephan Ruhrmann , Raimo K R Salokangas , Frauke Schultze-Lutter , André Schmidt , Eva Meisenzahl , Nikolaos Koutsouleris , Dominic Dwyer , Rachel Upthegrove , Auteur inconnu

Plasma neurofilament light as blood marker for poor brain white matter integrity among middle-aged urban adults.

Neurobiology of aging

Avec: May A Beydoun , Nicole Noren Hooten , Jordan Weiss , Ana I Maldonado , Hind A Beydoun , Leslie I Katzel , Christos Davatzikos , Rao P Gullapalli , Stephen L Seliger , Guray Erus , Michele K Evans , Alan B Zonderman , Shari R Waldstein

Associations of Olfaction With Longitudinal Trajectories of Brain Volumes and Neuropsychological Function in Older Adults.

Neurology

Avec: Qu Tian , Yang An , Melissa H Kitner-Triolo , Christos Davatzikos , Stephanie A Studenski , Luigi Ferrucci , Susan M Resnick

Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.

ArXiv

Avec: Zhijian Yang , Junhao Wen , Ahmed Abdulkadir , Yuhan Cui , Guray Erus , Elizabeth Mamourian , Randa Melhem , Dhivya Srinivasan , Sindhuja T Govindarajan , Jiong Chen , Mohamad Habes , Colin L Masters , Paul Maruff , Jurgen Fripp , Luigi Ferrucci , Marilyn S Albert , Sterling C Johnson , John C Morris , Pamela LaMontagne , Daniel S Marcus , Tammie L S Benzinger , David A Wolk , Li Shen , Jingxuan Bao , Susan M Resnick , Haochang Shou , Ilya M Nasrallah , Christos Davatzikos

Tau-Neurodegeneration

medRxiv : the preprint server for health sciences

Avec: Xueying Lyu , Michael Tran Duong , Long Xie , Robin de Flores , Hayley Richardson , Gyujoon Hwang , L E M Wisse , Michael DiCalogero , Corey T McMillan , John L Robinson , Sharon X Xie , Murray Grossman , Edward B Lee , David J Irwin , Bradford C Dickerson , Christos Davatzikos , Ilya M Nasrallah , Paul A Yushkevich , David A Wolk , Sandhitsu R Das , Auteur inconnu

Sex differences in plasma lipid profiles of accelerated brain aging.

Neurobiology of aging

Avec: Qu Tian , Brendan A Mitchell , Guray Erus , Christos Davatzikos , Ruin Moaddel , Susan M Resnick , Luigi Ferrucci

Association of partial T2-FLAIR mismatch sign and isocitrate dehydrogenase mutation in WHO grade 4 gliomas: results from the ReSPOND consortium.

Neuroradiology

Avec: Matthew D Lee , Sohil H Patel , Suyash Mohan , Hamed Akbari , Spyridon Bakas , MacLean P Nasrallah , Evan Calabrese , Jeffrey Rudie , Javier Villanueva-Meyer , Pamela LaMontagne , Daniel S Marcus , Rivka R Colen , Carmen Balana , Yoon Seong Choi , Chaitra Badve , Jill S Barnholtz-Sloan , Andrew E Sloan , Thomas C Booth , Joshua D Palmer , Adam P Dicker , Adam E Flanders , Wenyin Shi , Brent Griffith , Laila M Poisson , Arnab Chakravarti , Abhishek Mahajan , Susan Chang , Daniel Orringer , Christos Davatzikos , Rajan Jain , Auteur inconnu

Proteomics identifies potential immunological drivers of postinfection brain atrophy and cognitive decline.

Nature aging

Avec: Michael R Duggan , Zhongsheng Peng , Pyry N Sipilä , Joni V Lindbohm , Jingsha Chen , Yifei Lu , Christos Davatzikos , Guray Erus , Timothy J Hohman , Shea J Andrews , Julián Candia , Toshiko Tanaka , Cassandra M Joynes , Chelsea X Alvarado , Mike A Nalls , Jenifer Cordon , Gulzar N Daya , Yang An , Alexandria Lewis , Abhay Moghekar , Priya Palta , Josef Coresh , Luigi Ferrucci , Mika Kivimäki , Keenan A Walker

Relationship between MRI brain-age heterogeneity, cognition, genetics and Alzheimer's disease neuropathology.

EBioMedicine

Avec: Mathilde Antoniades , Dhivya Srinivasan , Junhao Wen , Guray Erus , Ahmed Abdulkadir , Elizabeth Mamourian , Randa Melhem , Gyujoon Hwang , Yuhan Cui , Sindhuja Tirumalai Govindarajan , Andrew A Chen , Zhen Zhou , Zhijian Yang , Jiong Chen , Raymond Pomponio , Susan Sotardi , Yang An , Murat Bilgel , Pamela LaMontagne , Ashish Singh , Tammie Benzinger , Lori Beason-Held , Daniel S Marcus , Kristine Yaffe , Lenore Launer , John C Morris , Duygu Tosun , Luigi Ferrucci , R Nick Bryan , Susan M Resnick , Mohamad Habes , David Wolk , Yong Fan , Ilya M Nasrallah , Haochang Shou , Christos Davatzikos

A New Era of Data-Driven Cancer Research and Care: Opportunities and Challenges.

Cancer discovery

Avec: Felicia Gomez , Arpad M Danos , Guilherme Del Fiol , Anant Madabhushi , Pallavi Tiwari , Joshua F McMichael , Spyridon Bakas , Jiang Bian , Christos Davatzikos , Elana J Fertig , Jayashree Kalpathy-Cramer , Johanna Kenney , Guergana K Savova , Meliha Yetisgen , Eliezer M Van Allen , Jeremy L Warner , Fred Prior , Malachi Griffith , Obi L Griffith

Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience.

ArXiv

Avec: Rongguang Wang , Guray Erus , Pratik Chaudhari , Christos Davatzikos

MULTISCALE ESTIMATION OF MORPHOMETRICITY FOR REVEALING NEUROANATOMICAL BASIS OF COGNITIVE TRAITS.

Proceedings. IEEE International Symposium on Biomedical Imaging

Avec: Zixuan Wen , Jingxuan Bao , Shu Yang , Junhao Wen , Qipeng Zhan , Yuhan Cui , Guray Erus , Zhijian Yang , Paul M Thompson , Yize Zhao , Christos Davatzikos , Li Shen

Artificial Intelligence for Response Assessment in Neuro Oncology (AI-RANO), part 1: review of current advancements.

The Lancet. Oncology

Avec: Javier E Villanueva-Meyer , Spyridon Bakas , Pallavi Tiwari , Janine M Lupo , Evan Calabrese , Christos Davatzikos , Wenya Linda Bi , Marwa Ismail , Hamed Akbari , Philipp Lohmann , Thomas C Booth , Benedikt Wiestler , Hugo J W L Aerts , Ghulam Rasool , Joerg C Tonn , Martha Nowosielski , Rajan Jain , Rivka R Colen , Sarthak Pati , Ujjwal Baid , Philipp Vollmuth , David Macdonald , Michael A Vogelbaum , Susan M Chang , Raymond Y Huang , Norbert Galldiks , Auteur inconnu

Artificial Intelligence for Response Assessment in Neuro Oncology (AI-RANO), part 2: recommendations for standardisation, validation, and good clinical practice.

The Lancet. Oncology

Avec: Spyridon Bakas , Philipp Vollmuth , Norbert Galldiks , Thomas C Booth , Hugo J W L Aerts , Wenya Linda Bi , Benedikt Wiestler , Pallavi Tiwari , Sarthak Pati , Ujjwal Baid , Evan Calabrese , Philipp Lohmann , Martha Nowosielski , Rajan Jain , Rivka Colen , Marwa Ismail , Ghulam Rasool , Janine M Lupo , Hamed Akbari , Joerg C Tonn , David Macdonald , Michael Vogelbaum , Susan M Chang , Christos Davatzikos , Javier E Villanueva-Meyer , Raymond Y Huang , Auteur inconnu

Association of Intensive vs Standard Blood Pressure Control With Magnetic Resonance Imaging Biomarkers of Alzheimer Disease: Secondary Analysis of the SPRINT MIND Randomized Trial.

JAMA neurology

Avec: Ilya M Nasrallah , Sarah A Gaussoin , Raymond Pomponio , Sudipto Dolui , Guray Erus , Clinton B Wright , Lenore J Launer , John A Detre , David A Wolk , Christos Davatzikos , Jeff D Williamson , Nicholas M Pajewski , R Nick Bryan , Auteur inconnu

Multi-institutional noninvasive in vivo characterization of

Neuro-oncology advances

Avec: 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

Neuroanatomical heterogeneity of schizophrenia revealed by semi-supervised machine learning methods.

Schizophrenia research

Avec: Nicolas Honnorat , Aoyan Dong , Eva Meisenzahl-Lechner , Nikolaos Koutsouleris , Christos Davatzikos

Cigarette smoking and cerebral blood flow in a cohort of middle-aged adults.

Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism

Avec: Martine Elbejjani , Reto Auer , Sudipto Dolui , David R Jacobs , Thaddeus Haight , David C Goff , John A Detre , Christos Davatzikos , R Nick Bryan , Lenore J Launer

Emerging Applications of Artificial Intelligence in Neuro-Oncology.

Radiology

Avec: Jeffrey D Rudie , Andreas M Rauschecker , R Nick Bryan , Christos Davatzikos , Suyash Mohan

Association of Intensive vs Standard Blood Pressure Control With Cerebral White Matter Lesions.

JAMA

Avec: Auteur inconnu , Ilya M Nasrallah , Nicholas M Pajewski , Alexander P Auchus , Gordon Chelune , Alfred K Cheung , Maryjo L Cleveland , Laura H Coker , Michael G Crowe , William C Cushman , Jeffrey A Cutler , Christos Davatzikos , Lisa Desiderio , Jimit Doshi , Guray Erus , Larry J Fine , Sarah A Gaussoin , Darrin Harris , Karen C Johnson , Paul L Kimmel , Manjula Kurella Tamura , Lenore J Launer , Alan J Lerner , Cora E Lewis , Jennifer Martindale-Adams , Claudia S Moy , Linda O Nichols , Suzanne Oparil , Paula K Ogrocki , Mahboob Rahman , Stephen R Rapp , David M Reboussin , Michael V Rocco , Bonnie C Sachs , Kaycee M Sink , Carolyn H Still , Mark A Supiano , Joni K Snyder , Virginia G Wadley , Jennifer Walker , Daniel E Weiner , Paul K Whelton , Valerie M Wilson , Nancy Woolard , Jackson T Wright , Clinton B Wright , Jeff D Williamson , R Nick Bryan

Widespread Morphometric Abnormalities in Major Depression: Neuroplasticity and Potential for Biomarker Development.

Neuroimaging clinics of North America

Avec: Cynthia H Y Fu , Yong Fan , Christos Davatzikos

A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents.

The Journal of neuroscience : the official journal of the Society for Neuroscience

Avec: Monica Truelove-Hill , Guray Erus , Vishnu Bashyam , Erdem Varol , Chiharu Sako , Ruben C Gur , Raquel E Gur , Nikolaos Koutsouleris , Chuanjun Zhuo , Yong Fan , Daniel H Wolf , Theodore D Satterthwaite , Christos Davatzikos

Optimization of energy state transition trajectory supports the development of executive function during youth.

eLife

Avec: Zaixu Cui , Jennifer Stiso , Graham L Baum , Jason Z Kim , David R Roalf , Richard F Betzel , Shi Gu , Zhixin Lu , Cedric H Xia , Xiaosong He , Rastko Ciric , Desmond J Oathes , Tyler M Moore , Russell T Shinohara , Kosha Ruparel , Christos Davatzikos , Fabio Pasqualetti , Raquel E Gur , Ruben C Gur , Danielle S Bassett , Theodore D Satterthwaite

Association of hippocampal volume polygenic predictor score with baseline and change in brain volumes and cognition among cognitively healthy older adults.

Neurobiology of aging

Avec: Nicole M Armstrong , Logan Dumitrescu , Chiung-Wei Huang , Yang An , Toshiko Tanaka , Dena Hernandez , Jimit Doshi , Guray Erus , Christos Davatzikos , Luigi Ferrucci , Susan M Resnick , Timothy J Hohman

Integrated Biophysical Modeling and Image Analysis: Application to Neuro-Oncology.

Annual review of biomedical engineering

Avec: Andreas Mang , Spyridon Bakas , Shashank Subramanian , Christos Davatzikos , George Biros

Associations between cognitive and brain volume changes in cognitively normal older adults.

NeuroImage

Avec: Nicole M Armstrong , Yang An , John J Shin , Owen A Williams , Jimit Doshi , Guray Erus , Christos Davatzikos , Luigi Ferrucci , Lori L Beason-Held , Susan M Resnick

Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma.

Cancer

Avec: Hamed Akbari , Saima Rathore , Spyridon Bakas , MacLean P Nasrallah , Gaurav Shukla , Elizabeth Mamourian , Martin Rozycki , Stephen J Bagley , Jeffrey D Rudie , Adam E Flanders , Adam P Dicker , Arati S Desai , Donald M O'Rourke , Steven Brem , Robert Lustig , Suyash Mohan , Ronald L Wolf , Michel Bilello , Maria Martinez-Lage , Christos Davatzikos

Predicting pediatric optic pathway glioma progression using advanced magnetic resonance image analysis and machine learning.

Neuro-oncology advances

Avec: Jared M Pisapia , Hamed Akbari , Martin Rozycki , Jayesh P Thawani , Phillip B Storm , Robert A Avery , Arastoo Vossough , Michael J Fisher , Gregory G Heuer , Christos Davatzikos

Structural brain measures linked to clinical phenotypes in major depression replicate across clinical centres.

Molecular psychiatry

Avec: Meichen Yu , Nicholas Cullen , Kristin A Linn , Desmond J Oathes , Darsol Seok , Philip A Cook , Romain Duprat , Irem Aselcioglu , Tyler M Moore , Christos Davatzikos , Maria A Oquendo , Myrna M Weissman , Russell T Shinohara , Yvette I Sheline

Open-source Software Sustainability Models: Initial White Paper From the Informatics Technology for Cancer Research Sustainability and Industry Partnership Working Group.

Journal of medical Internet research

Avec: Ye Ye , Seemran Barapatre , Michael K Davis , Keith O Elliston , Christos Davatzikos , Andrey Fedorov , Jean-Christophe Fillion-Robin , Ian Foster , John R Gilbertson , Andras Lasso , James V Miller , Martin Morgan , Steve Pieper , Brigitte E Raumann , Brion D Sarachan , Guergana Savova , Jonathan C Silverstein , Donald P Taylor , Joyce B Zelnis , Guo-Qiang Zhang , Jamie Cuticchia , Michael J Becich

Metabolic and physiologic magnetic resonance imaging in distinguishing true progression from pseudoprogression in patients with glioblastoma.

NMR in biomedicine

Avec: Sanjeev Chawla , Sultan Bukhari , Omar M Afridi , Sumei Wang , Santosh K Yadav , Hamed Akbari , Gaurav Verma , Kavindra Nath , Mohammad Haris , Stephen Bagley , Christos Davatzikos , Laurie A Loevner , Suyash Mohan

Application of predictive models in boosting power of Alzheimer's disease clinical trials: A post hoc analysis of phase 3 solanezumab trials.

Alzheimer's & dementia (New York, N. Y.)

Avec: Ali Ezzati , Christos Davatzikos , David A Wolk , Charles B Hall , Christian Habeck , Richard B Lipton

Association of Brain Volumes and White Matter Injury With Race, Ethnicity, and Cardiovascular Risk Factors: The Multi-Ethnic Study of Atherosclerosis.

Journal of the American Heart Association

Avec: Thomas R Austin , Ilya M Nasrallah , Guray Erus , Lisa M Desiderio , Lin Y Chen , Philip Greenland , Barbara N Harding , Timothy M Hughes , Paul N Jensen , W T Longstreth , Wendy S Post , Steven J Shea , Colleen M Sitlani , Christos Davatzikos , Mohamad Habes , R Nick Bryan , Susan R Heckbert

Enhancing the REMBRANDT MRI collection with expert segmentation labels and quantitative radiomic features.

Scientific data

Avec: Anousheh Sayah , Camelia Bencheqroun , Krithika Bhuvaneshwar , Anas Belouali , Spyridon Bakas , Chiharu Sako , Christos Davatzikos , Adil Alaoui , Subha Madhavan , Yuriy Gusev

Leveraging machine learning predictive biomarkers to augment the statistical power of clinical trials with baseline magnetic resonance imaging.

Brain communications

Avec: Carolyn Lou , Mohamad Habes , Nicholas A Illenberger , Ali Ezzati , Richard B Lipton , Pamela A Shaw , Alisa J Stephens-Shields , Hamed Akbari , Jimit Doshi , Christos Davatzikos , Russell T Shinohara

Neuroanatomical dimensions in medication-free individuals with major depressive disorder and treatment response to SSRI antidepressant medications or placebo.

Nature. Mental health

Avec: Cynthia H Y Fu , Mathilde Antoniades , Guray Erus , Jose A Garcia , Yong Fan , Danilo Arnone , Stephen R Arnott , Taolin Chen , Ki Sueng Choi , Cherise Chin Fatt , Benicio N Frey , Vibe G Frokjaer , Melanie Ganz , Beata R Godlewska , Stefanie Hassel , Keith Ho , Andrew M McIntosh , Kun Qin , Susan Rotzinger , Matthew D Sacchet , Jonathan Savitz , Haochang Shou , Ashish Singh , Aleks Stolicyn , Irina Strigo , Stephen C Strother , Duygu Tosun , Teresa A Victor , Dongtao Wei , Toby Wise , Roland Zahn , Ian M Anderson , W Edward Craighead , J F William Deakin , Boadie W Dunlop , Rebecca Elliott , Qiyong Gong , Ian H Gotlib , Catherine J Harmer , Sidney H Kennedy , Gitte M Knudsen , Helen S Mayberg , Martin P Paulus , Jiang Qiu , Madhukar H Trivedi , Heather C Whalley , Chao-Gan Yan , Allan H Young , Christos Davatzikos

The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics.

Scientific data

Avec: 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

Multivariate mediation analysis with voxel-based morphometry revealed the neurodegeneration pathways from genetic variants to Alzheimer's Disease.

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science

Avec: Shizhuo Mu , Jingxuan Bao , Hanxiang Xu , Manu Shivakumar , Shu Yang , Xia Ning , Dokyoon Kim , Christos Davatzikos , Haochang Shou , Li Shen , Auteur inconnu

Fully automatic mpMRI analysis using deep learning predicts peritumoral glioblastoma infiltration and subsequent recurrence.

Proceedings of SPIE--the International Society for Optical Engineering

Avec: Sunwoo Kwak , Hamed Akbari , Jose A Garcia , Suyash Mohan , Christos Davatzikos

Association of liver disease with brain volume loss, cognitive decline, and plasma neurodegenerative disease biomarkers.

Neurobiology of aging

Avec: Zhongsheng Peng , Michael R Duggan , Heather E Dark , Gulzar N Daya , Yang An , Christos Davatzikos , Guray Erus , Alexandria Lewis , Abhay R Moghekar , Keenan A Walker

Alzheimer's Disease Genetic Risk, Cognition, and Brain Aging in Midlife.

Annals of neurology

Avec: Willa D Brenowitz , Myriam Fornage , Lenore J Launer , Mohamad Habes , Christos Davatzikos , Kristine Yaffe

Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study.

NeuroImage

Avec: Zhen Zhou , Hongming Li , Dhivya Srinivasan , Ahmed Abdulkadir , Ilya M Nasrallah , Junhao Wen , Jimit Doshi , Guray Erus , Elizabeth Mamourian , Nick R Bryan , David A Wolk , Lori Beason-Held , Susan M Resnick , Theodore D Satterthwaite , Christos Davatzikos , Haochang Shou , Yong Fan , Auteur inconnu

AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationale.

BMC psychiatry

Avec: Cynthia H Y Fu , Guray Erus , Yong Fan , Mathilde Antoniades , Danilo Arnone , Stephen R Arnott , Taolin Chen , Ki Sueng Choi , Cherise Chin Fatt , Benicio N Frey , Vibe G Frokjaer , Melanie Ganz , Jose Garcia , Beata R Godlewska , Stefanie Hassel , Keith Ho , Andrew M McIntosh , Kun Qin , Susan Rotzinger , Matthew D Sacchet , Jonathan Savitz , Haochang Shou , Ashish Singh , Aleks Stolicyn , Irina Strigo , Stephen C Strother , Duygu Tosun , Teresa A Victor , Dongtao Wei , Toby Wise , Rachel D Woodham , Roland Zahn , Ian M Anderson , J F William Deakin , Boadie W Dunlop , Rebecca Elliott , Qiyong Gong , Ian H Gotlib , Catherine J Harmer , Sidney H Kennedy , Gitte M Knudsen , Helen S Mayberg , Martin P Paulus , Jiang Qiu , Madhukar H Trivedi , Heather C Whalley , Chao-Gan Yan , Allan H Young , Christos Davatzikos

Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Rongguang Wang , Pratik Chaudhari , Christos Davatzikos

Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory.

NeuroImage

Avec: C'iana P Cooper , Andrea T Shafer , Nicole M Armstrong , Yang An , Guray Erus , Christos Davatzikos , Luigi Ferrucci , Peter R Rapp , Susan M Resnick

Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population.

JAMA psychiatry

Avec: Gyujoon Hwang , Junhao Wen , Susan Sotardi , Edward S Brodkin , Ganesh B Chand , Dominic B Dwyer , Guray Erus , Jimit Doshi , Pankhuri Singhal , Dhivya Srinivasan , Erdem Varol , Aristeidis Sotiras , Paola Dazzan , Rene S Kahn , Hugo G Schnack , Marcus V Zanetti , Eva Meisenzahl , Geraldo F Busatto , Benedicto Crespo-Facorro , Christos Pantelis , Stephen J Wood , Chuanjun Zhuo , Russell T Shinohara , Haochang Shou , Yong Fan , Adriana Di Martino , Nikolaos Koutsouleris , Raquel E Gur , Ruben C Gur , Theodore D Satterthwaite , Daniel H Wolf , Christos Davatzikos

Development of White Matter Fiber Covariance Networks Supports Executive Function in Youth.

bioRxiv : the preprint server for biology

Avec: Joëlle Bagautdinova , Josiane Bourque , Valerie J Sydnor , Matt Cieslak , Aaron F Alexander-Bloch , Max A Bertolero , Phil A Cook , Raquel C Gur , Ruben E Gur , Bart Larsen , Tyler M Moore , Hamsi Radhakrishnan , David R Roalf , Russel T Shinohara , Tinashe M Tapera , Chenying Zhao , Aristeidis Sotiras , Christos Davatzikos , Theodore D Satterthwaite

Association of Intensive vs Standard Blood Pressure Control With Regional Changes in Cerebral Small Vessel Disease Biomarkers: Post Hoc Secondary Analysis of the SPRINT MIND Randomized Clinical Trial.

JAMA network open

Avec: Tanweer Rashid , Karl Li , Jon B Toledo , Ilya Nasrallah , Nicholas M Pajewski , Sudipto Dolui , John Detre , David A Wolk , Hangfan Liu , Susan R Heckbert , R Nick Bryan , Jeff Williamson , Christos Davatzikos , Sudha Seshadri , Lenore J Launer , Mohamad Habes

Physics-Informed Discretization for Reproducible and Robust Radiomic Feature Extraction Using Quantitative MRI.

Investigative radiology

Avec: Walter Zhao , Zheyuan Hu , Anahita Fathi Kazerooni , Gregor Körzdörfer , Mathias Nittka , Christos Davatzikos , Satish E Viswanath , Xiaofeng Wang , Chaitra Badve , Dan Ma

Two Neuroanatomical Signatures in Schizophrenia: Expression Strengths Over the First 2 Years of Treatment and Their Relationships to Neurodevelopmental Compromise and Antipsychotic Treatment.

Schizophrenia bulletin

Avec: Stefan du Plessis , Ganesh B Chand , Guray Erus , Lebogang Phahladira , Hilmar K Luckhoff , Retha Smit , Laila Asmal , Daniel H Wolf , Christos Davatzikos , Robin Emsley

Personalized functional brain network topography is associated with individual differences in youth cognition.

Nature communications

Avec: Arielle S Keller , Adam R Pines , Sheila Shanmugan , Valerie J Sydnor , Zaixu Cui , Maxwell A Bertolero , Ran Barzilay , Aaron F Alexander-Bloch , Nora Byington , Andrew Chen , Gregory M Conan , Christos Davatzikos , Eric Feczko , Timothy J Hendrickson , Audrey Houghton , Bart Larsen , Hongming Li , Oscar Miranda-Dominguez , David R Roalf , Anders Perrone , Alisha Shetty , Russell T Shinohara , Yong Fan , Damien A Fair , Theodore D Satterthwaite

Genomic loci influence patterns of structural covariance in the human brain.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Junhao Wen , Ilya M Nasrallah , Ahmed Abdulkadir , Theodore D Satterthwaite , Zhijian Yang , Guray Erus , Timothy Robert-Fitzgerald , Ashish Singh , Aristeidis Sotiras , Aleix Boquet-Pujadas , Elizabeth Mamourian , Jimit Doshi , Yuhan Cui , Dhivya Srinivasan , Ioanna Skampardoni , Jiong Chen , Gyujoon Hwang , Mark Bergman , Jingxuan Bao , Yogasudha Veturi , Zhen Zhou , Shu Yang , Paola Dazzan , Rene S Kahn , Hugo G Schnack , Marcus V Zanetti , Eva Meisenzahl , Geraldo F Busatto , Benedicto Crespo-Facorro , Christos Pantelis , Stephen J Wood , Chuanjun Zhuo , Russell T Shinohara , Ruben C Gur , Raquel E Gur , Nikolaos Koutsouleris , Daniel H Wolf , Andrew J Saykin , Marylyn D Ritchie , Li Shen , Paul M Thompson , Olivier Colliot , Katharina Wittfeld , Hans J Grabe , Duygu Tosun , Murat Bilgel , Yang An , Daniel S Marcus , Pamela LaMontagne , 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 , Yong Fan , Mohamad Habes , David Wolk , Haochang Shou , Christos Davatzikos

Avec: Zaixu Cui , Hongming Li , Cedric H Xia , Bart Larsen , Azeez Adebimpe , Graham L Baum , Matt Cieslak , Raquel E Gur , Ruben C Gur , Tyler M Moore , Desmond J Oathes , Aaron F Alexander-Bloch , Armin Raznahan , David R Roalf , Russell T Shinohara , Daniel H Wolf , Christos Davatzikos , Danielle S Bassett , Damien A Fair , Yong Fan , Theodore D Satterthwaite

A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies.

NeuroImage

Avec: Dhivya Srinivasan , Guray Erus , Jimit Doshi , David A Wolk , Haochang Shou , Mohamad Habes , Christos Davatzikos , Auteur inconnu

Gestational Age is Dimensionally Associated with Structural Brain Network Abnormalities Across Development.

Cerebral cortex (New York, N.Y. : 1991)

Avec: Rula Nassar , Antonia N Kaczkurkin , Cedric Huchuan Xia , Aristeidis Sotiras , Marieta Pehlivanova , Tyler M Moore , Angel Garcia de La Garza , David R Roalf , Adon F G Rosen , Scott A Lorch , Kosha Ruparel , Russell T Shinohara , Christos Davatzikos , Ruben C Gur , Raquel E Gur , Theodore D Satterthwaite

Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns.

Brainlesion : glioma, multiple sclerosis, stroke and traumatic brain injuries. BrainLes (Workshop)

Avec: Samar S M Elsheikh , Spyridon Bakas , Nicola J Mulder , Emile R Chimusa , Christos Davatzikos , Alessandro Crimi

Prediction of Treatment Response to Neoadjuvant Chemotherapy for Breast Cancer via Early Changes in Tumor Heterogeneity Captured by DCE-MRI Registration.

Scientific reports

Avec: Nariman Jahani , Eric Cohen , Meng-Kang Hsieh , Susan P Weinstein , Lauren Pantalone , Nola Hylton , David Newitt , Christos Davatzikos , Despina Kontos

Neuroimaging Findings in US Government Personnel With Possible Exposure to Directional Phenomena in Havana, Cuba.

JAMA

Avec: Ragini Verma , Randel L Swanson , Drew Parker , Abdol Aziz Ould Ismail , Russell T Shinohara , Jacob A Alappatt , Jimit Doshi , Christos Davatzikos , Michael Gallaway , Diana Duda , H Isaac Chen , Junghoon J Kim , Ruben C Gur , Ronald L Wolf , M Sean Grady , Stephen Hampton , Ramon Diaz-Arrastia , Douglas H Smith

Machine Learning Using Multiparametric Magnetic Resonance Imaging Radiomic Feature Analysis to Predict Ki-67 in World Health Organization Grade I Meningiomas.

Neurosurgery

Avec: Omaditya Khanna , Anahita Fathi Kazerooni , Christopher J Farrell , Michael P Baldassari , Tyler D Alexander , Michael Karsy , Benjamin A Greenberger , Jose A Garcia , Chiharu Sako , James J Evans , Kevin D Judy , David W Andrews , Adam E Flanders , Ashwini D Sharan , Adam P Dicker , Wenyin Shi , Christos Davatzikos

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.

Radiology

Avec: Alex Zwanenburg , Martin Vallières , Mahmoud A Abdalah , Hugo J W L Aerts , Vincent Andrearczyk , Aditya Apte , Saeed Ashrafinia , Spyridon Bakas , Roelof J Beukinga , Ronald Boellaard , Marta Bogowicz , Luca Boldrini , Irène Buvat , Gary J R Cook , Christos Davatzikos , Adrien Depeursinge , Marie-Charlotte Desseroit , Nicola Dinapoli , Cuong Viet Dinh , Sebastian Echegaray , Issam El Naqa , Andriy Y Fedorov , Roberto Gatta , Robert J Gillies , Vicky Goh , Michael Götz , Matthias Guckenberger , Sung Min Ha , Mathieu Hatt , Fabian Isensee , Philippe Lambin , Stefan Leger , Ralph T H Leijenaar , Jacopo Lenkowicz , Fiona Lippert , Are Losnegård , Klaus H Maier-Hein , Olivier Morin , Henning Müller , Sandy Napel , Christophe Nioche , Fanny Orlhac , Sarthak Pati , Elisabeth A G Pfaehler , Arman Rahmim , Arvind U K Rao , Jonas Scherer , Muhammad Musib Siddique , Nanna M Sijtsema , Jairo Socarras Fernandez , Emiliano Spezi , Roel J H M Steenbakkers , Stephanie Tanadini-Lang , Daniela Thorwarth , Esther G C Troost , Taman Upadhaya , Vincenzo Valentini , Lisanne V van Dijk , Joost van Griethuysen , Floris H P van Velden , Philip Whybra , Christian Richter , Steffen Löck

Cognitive and neuroimaging profiles of older adults with dual decline in memory and gait speed.

Neurobiology of aging

Avec: Qu Tian , Stephanie A Studenski , Manuel Montero-Odasso , Christos Davatzikos , Susan M Resnick , Luigi Ferrucci

Réseau de co-auteurs

Christos Davatzikos 98 collaborations

Guray Erus 34 collaborations

Susan M Resnick 18 collaborations

Theodore D Satterthwaite 17 collaborations

Yang An 16 collaborations

Spyridon Bakas 16 collaborations

Russell T Shinohara 15 collaborations

Jimit Doshi 15 collaborations

Luigi Ferrucci 15 collaborations

None None 14 collaborations

Yong Fan 13 collaborations

Haochang Shou 13 collaborations

Hamed Akbari 13 collaborations

R Nick Bryan 12 collaborations

Aristeidis Sotiras 10 collaborations

Ruben C Gur 10 collaborations

Daniel H Wolf 10 collaborations

Lenore J Launer 10 collaborations

Ilya M Nasrallah 10 collaborations

Mohamad Habes 10 collaborations

Junhao Wen 10 collaborations

Raquel E Gur 9 collaborations

Suyash Mohan 9 collaborations

Elizabeth Mamourian 9 collaborations

David R Roalf 8 collaborations

Dhivya Srinivasan 8 collaborations

Zhijian Yang 8 collaborations

Tyler M Moore 7 collaborations

Yuhan Cui 7 collaborations

Gyujoon Hwang 7 collaborations

David A Wolk 7 collaborations

Nikolaos Koutsouleris 6 collaborations

Qu Tian 6 collaborations

Michel Bilello 6 collaborations

Jingxuan Bao 6 collaborations

Li Shen 6 collaborations

Ashish Singh 6 collaborations

Sarthak Pati 6 collaborations

Chiharu Sako 6 collaborations

Kosha Ruparel 5 collaborations

Anahita Fathi Kazerooni 5 collaborations

MacLean P Nasrallah 5 collaborations

Rongguang Wang 5 collaborations

Pratik Chaudhari 5 collaborations

Susan R Heckbert 5 collaborations

Ahmed Abdulkadir 5 collaborations

Duygu Tosun 5 collaborations

Daniel S Marcus 5 collaborations

Pamela LaMontagne 5 collaborations

Nicole M Armstrong 5 collaborations

Ganesh B Chand 4 collaborations

Zaixu Cui 4 collaborations

Erdem Varol 4 collaborations

Nicholas M Pajewski 4 collaborations

Raymond Pomponio 4 collaborations

Eva Meisenzahl 4 collaborations

Christos Pantelis 4 collaborations

Stephen J Wood 4 collaborations

Chuanjun Zhuo 4 collaborations

Thomas R Austin 4 collaborations

Evan Calabrese 4 collaborations

Ujjwal Baid 4 collaborations

Ioanna Skampardoni 4 collaborations

Zhen Zhou 4 collaborations

Paul M Thompson 4 collaborations

Murat Bilgel 4 collaborations

John C Morris 4 collaborations

Ali Ezzati 4 collaborations

Shu Yang 4 collaborations

Keenan A Walker 4 collaborations

Antonia N Kaczkurkin 3 collaborations

Adon F G Rosen 3 collaborations

Leslie I Katzel 3 collaborations

Rao P Gullapalli 3 collaborations

Stephen L Seliger 3 collaborations

Michele K Evans 3 collaborations

Alan B Zonderman 3 collaborations

Shari R Waldstein 3 collaborations

Jeff D Williamson 3 collaborations

Sarah A Gaussoin 3 collaborations

Clinton B Wright 3 collaborations

Paola Dazzan 3 collaborations

Rene S Kahn 3 collaborations

Hugo G Schnack 3 collaborations

Marcus V Zanetti 3 collaborations

Geraldo F Busatto 3 collaborations

Benedicto Crespo-Facorro 3 collaborations

Amal A Wanigatunga 3 collaborations

Eleanor M Simonsick 3 collaborations

Jennifer A Schrack 3 collaborations

Stephen J Bagley 3 collaborations

Ragini Verma 3 collaborations

John A Detre 3 collaborations

Timothy J Hohman 3 collaborations

Rivka R Colen 3 collaborations

Benedikt Wiestler 3 collaborations

Randa Melhem 3 collaborations

Colin L Masters 3 collaborations

Paul Maruff 3 collaborations

Jurgen Fripp 3 collaborations

Sterling C Johnson 3 collaborations

Marilyn S Albert 3 collaborations

Kristine Yaffe 3 collaborations

David Wolk 3 collaborations

Jiong Chen 3 collaborations

Chaitra Badve 3 collaborations

Thomas C Booth 3 collaborations

Adam P Dicker 3 collaborations

Adam E Flanders 3 collaborations

Rajan Jain 3 collaborations

Michael R Duggan 3 collaborations

Alexandria Lewis 3 collaborations

Mathilde Antoniades 3 collaborations

Lori Beason-Held 3 collaborations

Pallavi Tiwari 3 collaborations

Hugo J W L Aerts 3 collaborations

Sudipto Dolui 3 collaborations

Saima Rathore 3 collaborations

Mark Bergman 3 collaborations

Donald M O'Rourke 3 collaborations

Jeffrey D Rudie 3 collaborations

Cynthia H Y Fu 3 collaborations

Desmond J Oathes 3 collaborations

Danielle S Bassett 3 collaborations

Ronald L Wolf 3 collaborations

Richard B Lipton 3 collaborations

Jose A Garcia 3 collaborations

Sung Min Ha 3 collaborations

Hongming Li 3 collaborations

Aaron F Alexander-Bloch 3 collaborations

Bart Larsen 3 collaborations

Ran Barzilay 2 collaborations

Danielle L Beatty Moody 2 collaborations

William F Rosenberger 2 collaborations

Martine Elbejjani 2 collaborations

Reto Auer 2 collaborations

David R Jacobs 2 collaborations

Thaddeus Haight 2 collaborations

David C Goff 2 collaborations

Alexander P Auchus 2 collaborations

Gordon Chelune 2 collaborations

Alfred K Cheung 2 collaborations

Maryjo L Cleveland 2 collaborations

Laura H Coker 2 collaborations

Michael G Crowe 2 collaborations

William C Cushman 2 collaborations

Jeffrey A Cutler 2 collaborations

Lisa Desiderio 2 collaborations

Larry J Fine 2 collaborations

Darrin Harris 2 collaborations

Meng-Kang Hsieh 2 collaborations

Karen C Johnson 2 collaborations

Paul L Kimmel 2 collaborations

Manjula Kurella Tamura 2 collaborations

Alan J Lerner 2 collaborations

Cora E Lewis 2 collaborations

Jennifer Martindale-Adams 2 collaborations

Claudia S Moy 2 collaborations

Linda O Nichols 2 collaborations

Suzanne Oparil 2 collaborations

Paula K Ogrocki 2 collaborations

Mahboob Rahman 2 collaborations

Stephen R Rapp 2 collaborations

David M Reboussin 2 collaborations

Michael V Rocco 2 collaborations

Bonnie C Sachs 2 collaborations

Kaycee M Sink 2 collaborations

Carolyn H Still 2 collaborations

Mark A Supiano 2 collaborations

Joni K Snyder 2 collaborations

Virginia G Wadley 2 collaborations

Jennifer Walker 2 collaborations

Daniel E Weiner 2 collaborations

Paul K Whelton 2 collaborations

Valerie M Wilson 2 collaborations

Nancy Woolard 2 collaborations

Jackson T Wright 2 collaborations

Philip A Cook 2 collaborations

Yvette I Sheline 2 collaborations

Kristin A Linn 2 collaborations

Dominic B Dwyer 2 collaborations

Fangyu Liu 2 collaborations

Sanjeev Chawla 2 collaborations

Warren B Bilker 2 collaborations

Mark A Elliott 2 collaborations

Adam P Spira 2 collaborations

Xu Han 2 collaborations

Marc Niethammer 2 collaborations

Tanweer Rashid 2 collaborations

Hangfan Liu 2 collaborations

Paul N Jensen 2 collaborations

Karl Li 2 collaborations

Timothy M Hughes 2 collaborations

Jon B Toledo 2 collaborations

Ilya Nasrallah 2 collaborations

Sudha Seshadri 2 collaborations

James Eddy 2 collaborations

Timothy Bergquist 2 collaborations

Verena Chung 2 collaborations

Abhishek Mahajan 2 collaborations

Javier Villanueva-Meyer 2 collaborations

Jake Albrecht 2 collaborations

Bingxin Zhao 2 collaborations

Aleix Boquet-Pujadas 2 collaborations

Yogasudha Veturi 2 collaborations

Marylyn D Ritchie 2 collaborations

Arthur W Toga 2 collaborations

Fanyang Yu 2 collaborations

Sindhuja Tirumalai Govindarajan 2 collaborations

Katharina Wittfeld 2 collaborations

Hans J Grabe 2 collaborations

Tammie L S Benzinger 2 collaborations

Zixuan Wen 2 collaborations

Andrew J Saykin 2 collaborations

Yize Zhao 2 collaborations

Stephanie A Studenski 2 collaborations

Jill S Barnholtz-Sloan 2 collaborations

Andrew E Sloan 2 collaborations

Wenyin Shi 2 collaborations

Zhongsheng Peng 2 collaborations

Toshiko Tanaka 2 collaborations

Gulzar N Daya 2 collaborations

Susan Sotardi 2 collaborations

Javier E Villanueva-Meyer 2 collaborations

Janine M Lupo 2 collaborations

Wenya Linda Bi 2 collaborations

Marwa Ismail 2 collaborations

Philipp Lohmann 2 collaborations

Ghulam Rasool 2 collaborations

Joerg C Tonn 2 collaborations

Martha Nowosielski 2 collaborations

Philipp Vollmuth 2 collaborations

David Macdonald 2 collaborations

Susan M Chang 2 collaborations

Raymond Y Huang 2 collaborations

Norbert Galldiks 2 collaborations

Despina Kontos 2 collaborations

Monica Truelove-Hill 2 collaborations

Vishnu Bashyam 2 collaborations

Graham L Baum 2 collaborations

Cedric H Xia 2 collaborations

Rastko Ciric 2 collaborations

Chiung-Wei Huang 2 collaborations

Andreas Mang 2 collaborations

George Biros 2 collaborations

Owen A Williams 2 collaborations

Lori L Beason-Held 2 collaborations

Gaurav Shukla 2 collaborations

Martin Rozycki 2 collaborations

Arati S Desai 2 collaborations

Steven Brem 2 collaborations

Charles B Hall 2 collaborations

Christian Habeck 2 collaborations

Danilo Arnone 2 collaborations

Stephen R Arnott 2 collaborations

Taolin Chen 2 collaborations

Ki Sueng Choi 2 collaborations

Cherise Chin Fatt 2 collaborations

Benicio N Frey 2 collaborations

Vibe G Frokjaer 2 collaborations

Melanie Ganz 2 collaborations

Beata R Godlewska 2 collaborations

Stefanie Hassel 2 collaborations

Keith Ho 2 collaborations

Andrew M McIntosh 2 collaborations

Kun Qin 2 collaborations

Susan Rotzinger 2 collaborations

Matthew D Sacchet 2 collaborations

Jonathan Savitz 2 collaborations

Aleks Stolicyn 2 collaborations

Irina Strigo 2 collaborations

Stephen C Strother 2 collaborations

Teresa A Victor 2 collaborations

Dongtao Wei 2 collaborations

Toby Wise 2 collaborations

Roland Zahn 2 collaborations

Ian M Anderson 2 collaborations

J F William Deakin 2 collaborations

Boadie W Dunlop 2 collaborations

Rebecca Elliott 2 collaborations

Qiyong Gong 2 collaborations

Ian H Gotlib 2 collaborations

Catherine J Harmer 2 collaborations

Sidney H Kennedy 2 collaborations

Gitte M Knudsen 2 collaborations

Helen S Mayberg 2 collaborations

Martin P Paulus 2 collaborations

Jiang Qiu 2 collaborations

Madhukar H Trivedi 2 collaborations

Heather C Whalley 2 collaborations

Chao-Gan Yan 2 collaborations

Allan H Young 2 collaborations

Filippos Anagnostakis 2 collaborations

Heather E Dark 2 collaborations

Abhay R Moghekar 2 collaborations

Valerie J Sydnor 2 collaborations

Matt Cieslak 2 collaborations

Damien A Fair 2 collaborations

Ji Chen 1 collaboration

Kaustubh R Patil 1 collaboration

Susanne Weis 1 collaboration

Kang Sim 1 collaboration

Thomas Nickl-Jockschat 1 collaboration

Juan Zhou 1 collaboration

André Aleman 1 collaboration

Iris E Sommer 1 collaboration

Edith J Liemburg 1 collaboration

Felix Hoffstaedter 1 collaboration

Ute Habel 1 collaboration

Birgit Derntl 1 collaboration

Xiaojin Liu 1 collaboration

Jona M Fischer 1 collaboration

Lydia Kogler 1 collaboration

Christina Regenbogen 1 collaboration

Vaibhav A Diwadkar 1 collaboration

Jeffrey A Stanley 1 collaboration

Valentin Riedl 1 collaboration

Renaud Jardri 1 collaboration

Oliver Gruber 1 collaboration

Simon B Eickhoff 1 collaboration

Erica B Baller 1 collaboration

Monica E Calkins 1 collaboration

Danielle Shaked 1 collaboration

Zachary B Millman 1 collaboration

Hui Shao 1 collaboration

Q Tian 1 collaboration

S M Resnick 1 collaboration

G Erus 1 collaboration

E M Simonsick 1 collaboration

S A Studenski 1 collaboration

L Ferrucci 1 collaboration

Antione D Taylor 1 collaboration

Daniel K Leibel 1 collaboration

Elias Al-Najjar 1 collaboration

Theresa Kouo 1 collaboration

Joanne C Beer 1 collaboration

Nicholas J Tustison 1 collaboration

Alessandro Pigoni 1 collaboration

Nicholas H Neufeld 1 collaboration

Benoit H Mulsant 1 collaboration

Erin W Dickie 1 collaboration

Alastair J Flint 1 collaboration

Barnett S Meyers 1 collaboration

George S Alexopoulos 1 collaboration

Anthony J Rothschild 1 collaboration

Ellen M Whyte 1 collaboration

Linda Mah 1 collaboration

Jay Nierenberg 1 collaboration

Matthew J Hoptman 1 collaboration

Aristotle N Voineskos 1 collaboration

Ryan J Dougherty 1 collaboration

Sanjay Saxena 1 collaboration

Sina Bagheri 1 collaboration

Jun Guo 1 collaboration

Ali Nabavizadeh 1 collaboration

Ellyn R Butler 1 collaboration

Efstathios D Gennatas 1 collaboration

Allison Port 1 collaboration

Hang Wang 1 collaboration

Jacek K Urbanek 1 collaboration

Vadim Zipunnikov 1 collaboration

Dushyant Sahoo 1 collaboration

A I Korda 1 collaboration

A Ruef 1 collaboration

S Neufang 1 collaboration

S Borgwardt 1 collaboration

E M Meisenzahl 1 collaboration

N Koutsouleris 1 collaboration

Zhengyang Shen 1 collaboration

Zhenlin Xu 1 collaboration

Yujia Qiao 1 collaboration

Sokratis Charisis 1 collaboration

Jeffrey B Ware 1 collaboration

Elyas Fadaee 1 collaboration

Saima Hilal 1 collaboration

Christopher Chen 1 collaboration

Jose Rafael Romero 1 collaboration

Will T Longstreth 1 collaboration

Hongwei Bran Li 1 collaboration

Gian Marco Conte 1 collaboration

Syed Muhammad Anwar 1 collaboration

Florian Kofler 1 collaboration

Ivan Ezhov 1 collaboration

Koen van Leemput 1 collaboration

Marie Piraud 1 collaboration

Maria Diaz 1 collaboration

Byrone Cole 1 collaboration

Jeff Rudie 1 collaboration

Felix Meissen 1 collaboration

Maruf Adewole 1 collaboration

Anastasia Janas 1 collaboration

Dominic LaBella 1 collaboration

Ahmed W Moawad 1 collaboration

Keyvan Farahani 1 collaboration

Russell Takeshi Shinohara 1 collaboration

Farouk Dako 1 collaboration

Walter Wiggins 1 collaboration

Zachary Reitman 1 collaboration

Chunhao Wang 1 collaboration

Xinyang Liu 1 collaboration

Zhifan Jiang 1 collaboration

Ariana Familiar 1 collaboration

Elaine Johanson 1 collaboration

Zeke Meier 1 collaboration

John Freymann 1 collaboration

Justin Kirby 1 collaboration

Hassan M Fathallah-Shaykh 1 collaboration

Roland Wiest 1 collaboration

Jan Kirschke 1 collaboration

Aikaterini Kotrotsou 1 collaboration

Pamela Lamontagne 1 collaboration

Daniel Marcus 1 collaboration

Mikhail Milchenko 1 collaboration

Arash Nazeri 1 collaboration

Marc-André Weber 1 collaboration

John Mongan 1 collaboration

Christopher Hess 1 collaboration

Soonmee Cha 1 collaboration

Errol Colak 1 collaboration

Priscila Crivellaro 1 collaboration

Andras Jakab 1 collaboration

Udunna Anazodo 1 collaboration

Mariam Aboian 1 collaboration

Thomas Yu 1 collaboration

Marius George Linguraru 1 collaboration

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