CUFinder

Jason Alan Fries

Jason Alan Fries

Stanford University

H-index: 21

North America-United States

Contact Jason Alan Fries

About Jason Alan Fries

Jason Alan Fries, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Healthcare, Foundation Models, Weak Supervision, Data-Centric AI, NLP.

His recent articles reflect a diverse array of research interests and contributions to the field:

MedAlign: a clinician-generated dataset for instruction following with electronic medical records

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare

INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms

Ehrshot: An ehr benchmark for few-shot evaluation of foundation models

Red Teaming Large Language Models in Medicine: Real-World Insights on Model Behavior

Exploring the Potential of Large Language Models in Neurology, Using Neurologic Localization as an Example

A Systematic Review of Testing and Evaluation of Healthcare Applications of Large Language Models (LLMs)

Jason Alan Fries Information

University

Position

___

Citations(all)

4241

Citations(since 2020)

4043

Cited By

750

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

27

i10Index(since 2020)

26

Email

University Profile Page

Google Scholar

Jason Alan Fries Skills & Research Interests

Healthcare

Foundation Models

Weak Supervision

Data-Centric AI

NLP

Top articles of Jason Alan Fries

MedAlign: a clinician-generated dataset for instruction following with electronic medical records

arXiv preprint arXiv:2308.14089

2023/8/27

Alejandro Lozano
Alejandro Lozano

H-Index: 2

Rahul Thapa
Rahul Thapa

H-Index: 0

Louis Blankemeier
Louis Blankemeier

H-Index: 4

Ethan Steinberg
Ethan Steinberg

H-Index: 1

Ashwin Nayak
Ashwin Nayak

H-Index: 17

Alison Callahan
Alison Callahan

H-Index: 18

Sergios Gatidis
Sergios Gatidis

H-Index: 26

Thomas Savage
Thomas Savage

H-Index: 1

Nima Aghaeepour
Nima Aghaeepour

H-Index: 24

Percy Liang
Percy Liang

H-Index: 55

Jonathan H Chen
Jonathan H Chen

H-Index: 19

Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

2023/5

Stefan Hegselmann
Stefan Hegselmann

H-Index: 4

Helen Zhou
Helen Zhou

H-Index: 2

Yuyin Zhou
Yuyin Zhou

H-Index: 16

Sujay Nagaraj
Sujay Nagaraj

H-Index: 4

Michael Oberst
Michael Oberst

H-Index: 2

Wisdom Ikezogwo
Wisdom Ikezogwo

H-Index: 1

Monica Agrawal
Monica Agrawal

H-Index: 5

Changye Li
Changye Li

H-Index: 0

Peniel Argaw
Peniel Argaw

H-Index: 0

Arpita Biswas
Arpita Biswas

H-Index: 8

Mehak Gupta
Mehak Gupta

H-Index: 1

Yuhui Zhang
Yuhui Zhang

H-Index: 5

Christian Garbin
Christian Garbin

H-Index: 5

Elizabeth Healey
Elizabeth Healey

H-Index: 1

Heejong Kim
Heejong Kim

H-Index: 2

Roxana Daneshjou
Roxana Daneshjou

H-Index: 12

Siyu Shi
Siyu Shi

H-Index: 13

Edwin Fong
Edwin Fong

H-Index: 2

Aakanksha Naik
Aakanksha Naik

H-Index: 4

Ben Lengerich
Ben Lengerich

H-Index: 7

Ying Xu
Ying Xu

H-Index: 35

Jonathan Bidwell
Jonathan Bidwell

H-Index: 8

Nathaniel Hendrix
Nathaniel Hendrix

H-Index: 5

Dimitris Spathis
Dimitris Spathis

H-Index: 7

Shalmali Joshi
Shalmali Joshi

H-Index: 7

Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare

BMC Medical Informatics and Decision Making

2024/2/14

Lin Lawrence Guo
Lin Lawrence Guo

H-Index: 1

Ethan Steinberg
Ethan Steinberg

H-Index: 1

Scott Lanyon Fleming
Scott Lanyon Fleming

H-Index: 4

Nigam Shah
Nigam Shah

H-Index: 47

Lillian Sung
Lillian Sung

H-Index: 48

INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms

Advances in Neural Information Processing Systems

2024/2/13

Ethan Steinberg
Ethan Steinberg

H-Index: 1

Serena Yeung
Serena Yeung

H-Index: 19

Nigam Shah
Nigam Shah

H-Index: 47

Ehrshot: An ehr benchmark for few-shot evaluation of foundation models

Advances in Neural Information Processing Systems

2024/2/13

Rahul Thapa
Rahul Thapa

H-Index: 0

Ethan Steinberg
Ethan Steinberg

H-Index: 1

Nigam Shah
Nigam Shah

H-Index: 47

Red Teaming Large Language Models in Medicine: Real-World Insights on Model Behavior

medRxiv

2024

Akash Chaurasia
Akash Chaurasia

H-Index: 2

Alejandro Lozano
Alejandro Lozano

H-Index: 2

Amit Kaushal
Amit Kaushal

H-Index: 11

Arpita Singhal
Arpita Singhal

H-Index: 1

Binglan Li
Binglan Li

H-Index: 3

Eric Lin
Eric Lin

H-Index: 7

Fateme Nateghi Haredasht
Fateme Nateghi Haredasht

H-Index: 1

Jiapeng Xu
Jiapeng Xu

H-Index: 4

Jonathan H Chen
Jonathan H Chen

H-Index: 19

Lu Tian
Lu Tian

H-Index: 50

Luca Pegolotti
Luca Pegolotti

H-Index: 3

Minghe Zhang
Minghe Zhang

H-Index: 2

Minh Nguyen
Minh Nguyen

H-Index: 1

Mohsen Fathzadeh
Mohsen Fathzadeh

H-Index: 8

Qian Zhao
Qian Zhao

H-Index: 4

Shriti Raj
Shriti Raj

H-Index: 6

Wenyuan Chen
Wenyuan Chen

H-Index: 1

Xuanyu Zhou
Xuanyu Zhou

H-Index: 1

Ying Cui
Ying Cui

H-Index: 7

Yuqi Tan
Yuqi Tan

H-Index: 6

Yutong Liu
Yutong Liu

H-Index: 3

Roxana Daneshjou
Roxana Daneshjou

H-Index: 12

Exploring the Potential of Large Language Models in Neurology, Using Neurologic Localization as an Example

2023/12/6

Aysa Xuemo Fan
Aysa Xuemo Fan

H-Index: 0

Ranran Haoran Zhang
Ranran Haoran Zhang

H-Index: 2

Luc Paquette
Luc Paquette

H-Index: 15

Rui Zhang
Rui Zhang

H-Index: 43

A Systematic Review of Testing and Evaluation of Healthcare Applications of Large Language Models (LLMs)

2024/4/16

Yutong Liu
Yutong Liu

H-Index: 3

Sanmi Koyejo
Sanmi Koyejo

H-Index: 18

Alison Callahan
Alison Callahan

H-Index: 18

Lisa Soleymani Lehmann
Lisa Soleymani Lehmann

H-Index: 29

Arnold Milstein
Arnold Milstein

H-Index: 27

Language models in the loop: Incorporating prompting into weak supervision

ACM/JMS Journal of Data Science

2024/4/8

Ryan Smith
Ryan Smith

H-Index: 35

Scalable Approach to Consumer Wearable Postmarket Surveillance: Development and Validation Study

JMIR Medical Informatics

2024/4/4

EHR foundation models improve robustness in the presence of temporal distribution shift

Scientific Reports

2023/3/7

Lin Lawrence Guo
Lin Lawrence Guo

H-Index: 1

Ethan Steinberg
Ethan Steinberg

H-Index: 1

Scott Lanyon Fleming
Scott Lanyon Fleming

H-Index: 4

Nigam Shah
Nigam Shah

H-Index: 47

Lillian Sung
Lillian Sung

H-Index: 48

MOTOR: A Time-To-Event Foundation Model For Structured Medical Records

arXiv preprint arXiv:2301.03150

2023/1/9

Ethan Steinberg
Ethan Steinberg

H-Index: 1

Yizhe Xu
Yizhe Xu

H-Index: 4

Nigam Shah
Nigam Shah

H-Index: 47

Scalable Approach to Medical Wearable Post-Market Surveillance

medRxiv

2023

Investigating Real-world Consequences of Biases in Commonly Used Clinical Calculators.

American Journal of Managed Care

2023/1/1

Naveed Rabbani
Naveed Rabbani

H-Index: 2

Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks

Journal of the American Medical Informatics Association

2023/12/1

Lin Lawrence Guo
Lin Lawrence Guo

H-Index: 1

Ethan Steinberg
Ethan Steinberg

H-Index: 1

Scott Lanyon Fleming
Scott Lanyon Fleming

H-Index: 4

Nigam Shah
Nigam Shah

H-Index: 47

Lillian Sung
Lillian Sung

H-Index: 48

A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records

arXiv preprint arXiv:2311.11483

2023/11/20

Lin Lawrence Guo
Lin Lawrence Guo

H-Index: 1

Ethan Steinberg
Ethan Steinberg

H-Index: 1

Scott Lanyon Fleming
Scott Lanyon Fleming

H-Index: 4

Nigam Shah
Nigam Shah

H-Index: 47

Lillian Sung
Lillian Sung

H-Index: 48

Bloom: A 176b-parameter open-access multilingual language model

2023/11/20

Christopher Akiki
Christopher Akiki

H-Index: 1

Ellie Pavlick
Ellie Pavlick

H-Index: 18

Albert Webson
Albert Webson

H-Index: 0

Angelina Mcmillan-Major
Angelina Mcmillan-Major

H-Index: 2

Samson Tan
Samson Tan

H-Index: 2

Julien Launay
Julien Launay

H-Index: 2

Colin Raffel
Colin Raffel

H-Index: 29

Aitor Soroa
Aitor Soroa

H-Index: 21

Amit Alfassy
Amit Alfassy

H-Index: 2

Canwen Xu
Canwen Xu

H-Index: 4

Christopher Klamm
Christopher Klamm

H-Index: 1

David Ifeoluwa Adelani
David Ifeoluwa Adelani

H-Index: 6

Dragomir Radev
Dragomir Radev

H-Index: 47

Idris Abdulmumin
Idris Abdulmumin

H-Index: 2

Itziar Gonzalez-Dios
Itziar Gonzalez-Dios

H-Index: 7

Jesse Dodge
Jesse Dodge

H-Index: 12

Jian Zhu
Jian Zhu

H-Index: 9

Jonathan Chang
Jonathan Chang

H-Index: 3

Joydeep Bhattacharjee
Joydeep Bhattacharjee

H-Index: 8

Leon Weber
Leon Weber

H-Index: 6

Long Phan
Long Phan

H-Index: 5

Mayank Singh
Mayank Singh

H-Index: 7

Minh Chien Vu
Minh Chien Vu

H-Index: 2

Mustafa Ghaleb
Mustafa Ghaleb

H-Index: 3

Nora Kassner
Nora Kassner

H-Index: 4

Peter Henderson
Peter Henderson

H-Index: 13

Rishi Bommasani
Rishi Bommasani

H-Index: 2

Rui Ribeiro
Rui Ribeiro

H-Index: 25

Sampo Pyysalo
Sampo Pyysalo

H-Index: 27

Sebastian Nagel
Sebastian Nagel

H-Index: 5

Shamik Bose
Shamik Bose

H-Index: 1

Shayne Longpre
Shayne Longpre

H-Index: 5

Sydney Zink
Sydney Zink

H-Index: 2

Tiago Timponi Torrent
Tiago Timponi Torrent

H-Index: 8

Valentin Danchev
Valentin Danchev

H-Index: 4

Zaid Alyafeai
Zaid Alyafeai

H-Index: 3

Chenglei Si
Chenglei Si

H-Index: 2

Elizabeth Salesky
Elizabeth Salesky

H-Index: 10

Abheesht Sharma
Abheesht Sharma

H-Index: 0

Andrea Santilli
Andrea Santilli

H-Index: 2

Debajyoti Datta
Debajyoti Datta

H-Index: 4

Han Wang
Han Wang

H-Index: 5

Harshit Pandey
Harshit Pandey

H-Index: 1

Jason Alan Fries
Jason Alan Fries

H-Index: 9

M Saiful Bari
M Saiful Bari

H-Index: 4

Weak Supervision Enables Scalable Post-Market Surveillance on Medical Wearables

Circulation

2023/11/7

The Stanford Medicine data science ecosystem for clinical and translational research

JAMIA open

2023/10/1

Alison Callahan
Alison Callahan

H-Index: 18

Euan Ashley
Euan Ashley

H-Index: 59

Sean Mackey
Sean Mackey

H-Index: 55

The shaky foundations of large language models and foundation models for electronic health records

2023/7/29

Yizhe Xu
Yizhe Xu

H-Index: 4

Rahul Thapa
Rahul Thapa

H-Index: 0

Ethan Steinberg
Ethan Steinberg

H-Index: 1

See List of Professors in Jason Alan Fries University(Stanford University)

Co-Authors

academic-engine

Useful Links

List of top 50 universities
List of top 100 universities
List of top 500 universities
Find Professors Email
Find Universities Email
CUFinder Academic Engine