Stephen Pfohl

Publications (4)

The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing

Avec: Daisy Yi Ding , Chloé Simpson , Stephen Pfohl , Dave C Kale , Kenneth Jung , Nigam H Shah

Considerations in the reliability and fairness audits of predictive models for advance care planning.

Frontiers in digital health

Avec: Jonathan Lu , Amelia Sattler , Samantha Wang , Ali Raza Khaki , Alison Callahan , Scott Fleming , Rebecca Fong , Benjamin Ehlert , Ron C Li , Lisa Shieh , Kavitha Ramchandran , Michael F Gensheimer , Sarah Chobot , Stephen Pfohl , Siyun Li , Kenny Shum , Nitin Parikh , Priya Desai , Briththa Seevaratnam , Melanie Hanson , Margaret Smith , Yizhe Xu , Arjun Gokhale , Steven Lin , Michael A Pfeffer , Winifred Teuteberg , Nigam H Shah

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 , Heather Cole-Lewis , 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

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 , Heather Cole-Lewis , Yossi Matias , Greg S Corrado , Dale R Webster , Shravya Shetty , Shruthi Prabhakara , Krish Eswaran , Leo A G Celi , Yun Liu

Réseau de co-auteurs

Nigam H Shah 2 collaborations

Shekoofeh Azizi 2 collaborations

Heather Cole-Lewis 2 collaborations

Greg S Corrado 2 collaborations

Yossi Matias 2 collaborations

Yun Liu 2 collaborations

Alan Karthikesalingam 2 collaborations

Vivek Natarajan 2 collaborations

Daisy Yi Ding 1 collaboration

Chloé Simpson 1 collaboration

Dave C Kale 1 collaboration

Kenneth Jung 1 collaboration

Jonathan Lu 1 collaboration

Amelia Sattler 1 collaboration

Samantha Wang 1 collaboration

Ali Raza Khaki 1 collaboration

Alison Callahan 1 collaboration

Scott Fleming 1 collaboration

Rebecca Fong 1 collaboration

Benjamin Ehlert 1 collaboration

Ron C Li 1 collaboration

Lisa Shieh 1 collaboration

Kavitha Ramchandran 1 collaboration

Michael F Gensheimer 1 collaboration

Sarah Chobot 1 collaboration

Siyun Li 1 collaboration

Kenny Shum 1 collaboration

Nitin Parikh 1 collaboration

Priya Desai 1 collaboration

Briththa Seevaratnam 1 collaboration

Melanie Hanson 1 collaboration

Margaret Smith 1 collaboration

Yizhe Xu 1 collaboration

Arjun Gokhale 1 collaboration

Steven Lin 1 collaboration

Michael A Pfeffer 1 collaboration

Winifred Teuteberg 1 collaboration

Karan Singhal 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

Philip Mansfield 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

Nenad Tomasev 1 collaboration

Alvin Rajkomar 1 collaboration

Joelle Barral 1 collaboration

Christopher Semturs 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

Charles Lau 1 collaboration

Dale R Webster 1 collaboration

Shravya Shetty 1 collaboration

Shruthi Prabhakara 1 collaboration

Krish Eswaran 1 collaboration

Leo A G Celi 1 collaboration