Randa Melhem

Affiliations

Artificial Intelligence in Biomedical Imaging Laboratory (AIBIL), Center for and Data Science for Integrated Diagnostics (AI2D), Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.

Publications (10)

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

Nature communications

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

Molecular phenotyping of single pancreatic islet leader beta cells by "Flash-Seq".

Life sciences

Avec: Pauline Chabosseau , Fiona Yong , Luis F Delgadillo-Silva , Eun Young Lee , Rana Melhem , Shiying Li , Nidhi Gandhi , Jules Wastin , Livia Lopez Noriega , Isabelle Leclerc , Yusuf Ali , Jing W Hughes , Robert Sladek , Aida Martinez-Sanchez , Guy A Rutter

Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures.

medRxiv : the preprint server for health sciences

Avec: Zhijian Yang , Junhao Wen , Guray Erus , Sindhuja T Govindarajan , Randa Melhem , Elizabeth Mamourian , Yuhan Cui , Dhivya Srinivasan , Ahmed Abdulkadir , Paraskevi Parmpi , Katharina Wittfeld , Hans J Grabe , Robin Bülow , Stefan Frenzel , Duygu Tosun , Murat Bilgel , Yang An , Dahyun Yi , Daniel S Marcus , Pamela LaMontagne , Tammie L S Benzinger , Susan R Heckbert , Thomas R Austin , Shari R Waldstein , Michele K Evans , Alan B Zonderman , Lenore J Launer , Aristeidis Sotiras , Mark A Espeland , Colin L Masters , Paul Maruff , Jurgen Fripp , Arthur Toga , Sid O'Bryant , Mallar M Chakravarty , Sylvia Villeneuve , Sterling C Johnson , John C Morris , Marilyn S Albert , Kristine Yaffe , Henry Völzke , Luigi Ferrucci , Nick R Bryan , Russell T Shinohara , Yong Fan , Mohamad Habes , Paris Alexandros Lalousis , Nikolaos Koutsouleris , David A Wolk , Susan M Resnick , Haochang Shou , Ilya M Nasrallah , Christos Davatzikos

Brain aging patterns in a large and diverse cohort of 49,482 individuals.

Nature medicine

Avec: Zhijian Yang , Junhao Wen , Guray Erus , Sindhuja T Govindarajan , Randa Melhem , Elizabeth Mamourian , Yuhan Cui , Dhivya Srinivasan , Ahmed Abdulkadir , Paraskevi Parmpi , Katharina Wittfeld , Hans J Grabe , Robin Bülow , Stefan Frenzel , Duygu Tosun , Murat Bilgel , Yang An , Dahyun Yi , Daniel S Marcus , Pamela LaMontagne , Tammie L S Benzinger , Susan R Heckbert , Thomas R Austin , Shari R Waldstein , Michele K Evans , Alan B Zonderman , Lenore J Launer , Aristeidis Sotiras , Mark A Espeland , Colin L Masters , Paul Maruff , Jurgen Fripp , Arthur W Toga , Sid O'Bryant , Mallar M Chakravarty , Sylvia Villeneuve , Sterling C Johnson , John C Morris , Marilyn S Albert , Kristine Yaffe , Henry Völzke , Luigi Ferrucci , R Nick Bryan , Russell T Shinohara , Yong Fan , Mohamad Habes , Paris Alexandros Lalousis , Nikolaos Koutsouleris , David A Wolk , Susan M Resnick , Haochang Shou , Ilya M Nasrallah , Christos Davatzikos

Anatomy of the median nerve and its clinical applications.

Hand surgery & rehabilitation

Avec: M Soubeyrand , R Melhem , M Protais , M Artuso , M Crézé

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

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

Insights into the relationship between professional values and caring behavior among nurses in neonatal intensive care units.

BMC nursing

Avec: Ahmad Ayed , Moath Abu Ejheisheh , Basma Salameh , Ahmad Batran , Alaa Obeyat , Riham Melhem , Sanaa Alkhatib

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 recycling anti-transferrin receptor-1 monoclonal antibody as an efficient therapy for erythroleukemia through target up-regulation and antibody-dependent cytotoxic effector functions.

mAbs

Avec: Madeline Neiveyans , Rana Melhem , Christophe Arnoult , Thomas Bourquard , Marta Jarlier , Muriel Busson , Adrien Laroche , Martine Cerutti , Martine Pugnière , David Ternant , Nadège Gaborit , Thierry Chardès , Anne Poupon , Valérie Gouilleux-Gruart , Andre Pèlegrin , Marie-Alix Poul

Réseau de co-auteurs

Zhijian Yang 6 collaborations

Junhao Wen 6 collaborations

Ahmed Abdulkadir 6 collaborations

Yuhan Cui 6 collaborations

Guray Erus 6 collaborations

Elizabeth Mamourian 6 collaborations

Dhivya Srinivasan 6 collaborations

Mohamad Habes 6 collaborations

Luigi Ferrucci 6 collaborations

John C Morris 6 collaborations

Pamela LaMontagne 6 collaborations

Daniel S Marcus 6 collaborations

Susan M Resnick 6 collaborations

Haochang Shou 6 collaborations

Ilya M Nasrallah 6 collaborations

Christos Davatzikos 6 collaborations

Colin L Masters 5 collaborations

Paul Maruff 5 collaborations

Jurgen Fripp 5 collaborations

Marilyn S Albert 5 collaborations

Sterling C Johnson 5 collaborations

Tammie L S Benzinger 5 collaborations

Sindhuja T Govindarajan 4 collaborations

David A Wolk 4 collaborations

Duygu Tosun 4 collaborations

Murat Bilgel 4 collaborations

Yang An 4 collaborations

Kristine Yaffe 4 collaborations

Yong Fan 4 collaborations

Jiong Chen 3 collaborations

Paraskevi Parmpi 3 collaborations

Katharina Wittfeld 3 collaborations

Hans J Grabe 3 collaborations

Robin Bülow 3 collaborations

Stefan Frenzel 3 collaborations

Susan R Heckbert 3 collaborations

Thomas R Austin 3 collaborations

Lenore J Launer 3 collaborations

Aristeidis Sotiras 3 collaborations

Mark A Espeland 3 collaborations

Henry Völzke 3 collaborations

Russell T Shinohara 3 collaborations

R Nick Bryan 3 collaborations

Li Shen 2 collaborations

Jingxuan Bao 2 collaborations

Rana Melhem 2 collaborations

Dahyun Yi 2 collaborations

Shari R Waldstein 2 collaborations

Michele K Evans 2 collaborations

Alan B Zonderman 2 collaborations

Sid O'Bryant 2 collaborations

Mallar M Chakravarty 2 collaborations

Sylvia Villeneuve 2 collaborations

Paris Alexandros Lalousis 2 collaborations

Nikolaos Koutsouleris 2 collaborations

Ashish Singh 2 collaborations

Gyujoon Hwang 2 collaborations

Raymond Pomponio 2 collaborations

Sindhuja Tirumalai Govindarajan 2 collaborations

David Wolk 2 collaborations

Pauline Chabosseau 1 collaboration

Fiona Yong 1 collaboration

Luis F Delgadillo-Silva 1 collaboration

Eun Young Lee 1 collaboration

Shiying Li 1 collaboration

Nidhi Gandhi 1 collaboration

Jules Wastin 1 collaboration

Livia Lopez Noriega 1 collaboration

Isabelle Leclerc 1 collaboration

Yusuf Ali 1 collaboration

Jing W Hughes 1 collaboration

Robert Sladek 1 collaboration

Aida Martinez-Sanchez 1 collaboration

Guy A Rutter 1 collaboration

Arthur Toga 1 collaboration

Nick R Bryan 1 collaboration

Arthur W Toga 1 collaboration

M Soubeyrand 1 collaboration

R Melhem 1 collaboration

M Protais 1 collaboration

M Artuso 1 collaboration

M Crézé 1 collaboration

Ioanna Skampardoni 1 collaboration

Jimit Doshi 1 collaboration

Zheng Ren 1 collaboration

Ali Ezzati 1 collaboration

Konstantina Nikita 1 collaboration

Ahmad Ayed 1 collaboration

Moath Abu Ejheisheh 1 collaboration

Basma Salameh 1 collaboration

Ahmad Batran 1 collaboration

Alaa Obeyat 1 collaboration

Riham Melhem 1 collaboration

Sanaa Alkhatib 1 collaboration

Mathilde Antoniades 1 collaboration

Andrew A Chen 1 collaboration

Zhen Zhou 1 collaboration

Susan Sotardi 1 collaboration

Tammie Benzinger 1 collaboration

Lori Beason-Held 1 collaboration

Lenore Launer 1 collaboration

Madeline Neiveyans 1 collaboration

Christophe Arnoult 1 collaboration

Thomas Bourquard 1 collaboration

Marta Jarlier 1 collaboration

Muriel Busson 1 collaboration

Adrien Laroche 1 collaboration

Martine Cerutti 1 collaboration

Martine Pugnière 1 collaboration

David Ternant 1 collaboration

Nadège Gaborit 1 collaboration

Thierry Chardès 1 collaboration

Anne Poupon 1 collaboration

Valérie Gouilleux-Gruart 1 collaboration

Andre Pèlegrin 1 collaboration

Marie-Alix Poul 1 collaboration