Heather Cole-Lewis

Affiliations

Johnson and Johnson Health and Wellness Solutions Inc., New Brunswick, NJ, USA.

Publications (9)

An iterative, interdisciplinary, collaborative framework for developing and evaluating digital behavior change interventions.

Translational behavioral medicine

Avec: Madalina Sucala , Nnamdi Peter Ezeanochie , Jennifer Turgiss

Health equity assessment of machine learning performance (HEAL): a framework and dermatology AI model case study.

EClinicalMedicine

Avec: Mike Schaekermann , Terry Spitz , Malcolm Pyles , Ellery Wulczyn , Stephen R Pfohl , Donald Martin , Ronnachai Jaroensri , Geoff Keeling , Yuan Liu , Stephanie Farquhar , Qinghan Xue , Jenna Lester , Cían Hughes , Patricia Strachan , Fraser Tan , Peggy Bui , Craig H Mermel , Lily H Peng , Yossi Matias , Greg S Corrado , Dale R Webster , Sunny Virmani , Christopher Semturs , Yun Liu , Ivor Horn , Po-Hsuan Cameron Chen

Using generative AI to investigate medical imagery models and datasets.

EBioMedicine

Avec: Oran Lang , Doron Yaya-Stupp , Ilana Traynis , Chloe R Bennett , Courtney R Lyles , Charles Lau , Michal Irani , Christopher Semturs , Dale R Webster , Greg S Corrado , Avinatan Hassidim , Yossi Matias , Yun Liu , Naama Hammel , Boris Babenko

Understanding Health Behavior Technology Engagement: Pathway to Measuring Digital Behavior Change Interventions.

JMIR formative research

Avec: Nnamdi Ezeanochie , Jennifer Turgiss

A toolbox for surfacing health equity harms and biases in large language models.

Nature medicine

Avec: Stephen R Pfohl , Rory Sayres , Darlene Neal , Mercy Asiedu , Awa Dieng , Nenad Tomasev , Qazi Mamunur Rashid , Shekoofeh Azizi , Negar Rostamzadeh , Liam G McCoy , Leo Anthony Celi , Yun Liu , Mike Schaekermann , Alanna Walton , Alicia Parrish , Chirag Nagpal , Preeti Singh , Akeiylah Dewitt , Philip Mansfield , Sushant Prakash , Katherine Heller , Alan Karthikesalingam , Christopher Semturs , Joelle Barral , Greg Corrado , Yossi Matias , Jamila Smith-Loud , Ivor Horn , Karan Singhal

Behavior science in the evolving world of digital health: considerations on anticipated opportunities and challenges.

Translational behavioral medicine

Avec: Madalina Sucala , Danielle Arigo , Megan Oser , Stephanie Goldstein , Eric B Hekler , Michael A Diefenbach

Large language models encode clinical knowledge.

Nature

Avec: Karan Singhal , Shekoofeh Azizi , Tao Tu , S Sara Mahdavi , Jason Wei , Hyung Won Chung , Nathan Scales , Ajay Tanwani , Stephen Pfohl , Perry Payne , Martin Seneviratne , Paul Gamble , Chris Kelly , Abubakr Babiker , Nathanael Schärli , Aakanksha Chowdhery , Philip Mansfield , Dina Demner-Fushman , Blaise Agüera Y Arcas , Dale Webster , Greg S Corrado , Yossi Matias , Katherine Chou , Juraj Gottweis , Nenad Tomasev , Yun Liu , Alvin Rajkomar , Joelle Barral , Christopher Semturs , Alan Karthikesalingam , Vivek Natarajan

The value of standards for health datasets in artificial intelligence-based applications.

Nature medicine

Avec: Anmol Arora , Joseph E Alderman , Joanne Palmer , Shaswath Ganapathi , Elinor Laws , Melissa D McCradden , Lauren Oakden-Rayner , Stephen R Pfohl , Marzyeh Ghassemi , Francis McKay , Darren Treanor , Negar Rostamzadeh , Bilal Mateen , Jacqui Gath , Adewole O Adebajo , Stephanie Kuku , Rubeta Matin , Katherine Heller , Elizabeth Sapey , Neil J Sebire , Melanie Calvert , Alastair Denniston , Xiaoxuan Liu

An intentional approach to managing bias in general purpose embedding models.

The Lancet. Digital health

Avec: Wei-Hung Weng , Andrew Sellergen , Atilla P Kiraly , Alexander D'Amour , Jungyeon Park , Rory Pilgrim , Stephen Pfohl , Charles Lau , Vivek Natarajan , Shekoofeh Azizi , Alan Karthikesalingam , Yossi Matias , Greg S Corrado , Dale R Webster , Shravya Shetty , Shruthi Prabhakara , Krish Eswaran , Leo A G Celi , Yun Liu

Réseau de co-auteurs

Yossi Matias 5 collaborations

Yun Liu 5 collaborations

Greg S Corrado 4 collaborations

Christopher Semturs 4 collaborations

Stephen R Pfohl 3 collaborations

Dale R Webster 3 collaborations

Shekoofeh Azizi 3 collaborations

Alan Karthikesalingam 3 collaborations

Madalina Sucala 2 collaborations

Jennifer Turgiss 2 collaborations

Mike Schaekermann 2 collaborations

Ivor Horn 2 collaborations

Charles Lau 2 collaborations

Nenad Tomasev 2 collaborations

Negar Rostamzadeh 2 collaborations

Philip Mansfield 2 collaborations

Katherine Heller 2 collaborations

Joelle Barral 2 collaborations

Karan Singhal 2 collaborations

Stephen Pfohl 2 collaborations

Vivek Natarajan 2 collaborations

Nnamdi Peter Ezeanochie 1 collaboration

Terry Spitz 1 collaboration

Malcolm Pyles 1 collaboration

Ellery Wulczyn 1 collaboration

Donald Martin 1 collaboration

Ronnachai Jaroensri 1 collaboration

Geoff Keeling 1 collaboration

Yuan Liu 1 collaboration

Stephanie Farquhar 1 collaboration

Qinghan Xue 1 collaboration

Jenna Lester 1 collaboration

Cían Hughes 1 collaboration

Patricia Strachan 1 collaboration

Fraser Tan 1 collaboration

Peggy Bui 1 collaboration

Craig H Mermel 1 collaboration

Lily H Peng 1 collaboration

Sunny Virmani 1 collaboration

Po-Hsuan Cameron Chen 1 collaboration

Oran Lang 1 collaboration

Doron Yaya-Stupp 1 collaboration

Ilana Traynis 1 collaboration

Chloe R Bennett 1 collaboration

Courtney R Lyles 1 collaboration

Michal Irani 1 collaboration

Avinatan Hassidim 1 collaboration

Naama Hammel 1 collaboration

Boris Babenko 1 collaboration

Nnamdi Ezeanochie 1 collaboration

Rory Sayres 1 collaboration

Darlene Neal 1 collaboration

Mercy Asiedu 1 collaboration

Awa Dieng 1 collaboration

Qazi Mamunur Rashid 1 collaboration

Liam G McCoy 1 collaboration

Leo Anthony Celi 1 collaboration

Alanna Walton 1 collaboration

Alicia Parrish 1 collaboration

Chirag Nagpal 1 collaboration

Preeti Singh 1 collaboration

Akeiylah Dewitt 1 collaboration

Sushant Prakash 1 collaboration

Greg Corrado 1 collaboration

Jamila Smith-Loud 1 collaboration

Danielle Arigo 1 collaboration

Megan Oser 1 collaboration

Stephanie Goldstein 1 collaboration

Eric B Hekler 1 collaboration

Michael A Diefenbach 1 collaboration

Tao Tu 1 collaboration

S Sara Mahdavi 1 collaboration

Jason Wei 1 collaboration

Hyung Won Chung 1 collaboration

Nathan Scales 1 collaboration

Ajay Tanwani 1 collaboration

Perry Payne 1 collaboration

Martin Seneviratne 1 collaboration

Paul Gamble 1 collaboration

Chris Kelly 1 collaboration

Abubakr Babiker 1 collaboration

Nathanael Schärli 1 collaboration

Aakanksha Chowdhery 1 collaboration

Dina Demner-Fushman 1 collaboration

Blaise Agüera Y Arcas 1 collaboration

Dale Webster 1 collaboration

Katherine Chou 1 collaboration

Juraj Gottweis 1 collaboration

Alvin Rajkomar 1 collaboration

Anmol Arora 1 collaboration

Joseph E Alderman 1 collaboration

Joanne Palmer 1 collaboration

Shaswath Ganapathi 1 collaboration

Elinor Laws 1 collaboration

Melissa D McCradden 1 collaboration

Lauren Oakden-Rayner 1 collaboration

Marzyeh Ghassemi 1 collaboration

Francis McKay 1 collaboration

Darren Treanor 1 collaboration

Bilal Mateen 1 collaboration

Jacqui Gath 1 collaboration

Adewole O Adebajo 1 collaboration

Stephanie Kuku 1 collaboration

Rubeta Matin 1 collaboration

Elizabeth Sapey 1 collaboration

Neil J Sebire 1 collaboration

Melanie Calvert 1 collaboration

Alastair Denniston 1 collaboration

Xiaoxuan Liu 1 collaboration

Wei-Hung Weng 1 collaboration

Andrew Sellergen 1 collaboration

Atilla P Kiraly 1 collaboration

Alexander D'Amour 1 collaboration

Jungyeon Park 1 collaboration

Rory Pilgrim 1 collaboration

Shravya Shetty 1 collaboration

Shruthi Prabhakara 1 collaboration

Krish Eswaran 1 collaboration

Leo A G Celi 1 collaboration