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Nigam Shah

Nigam Shah

Stanford University

H-index: 77

North America-United States

Contact Nigam Shah

About Nigam Shah

Nigam Shah, With an exceptional h-index of 77 and a recent h-index of 62 (since 2020), a distinguished researcher at Stanford University, specializes in the field of ontology, data mining, medical informatics, Biomedical Informatics.

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

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

Lessons Learned from a Multi-Site, Team-Based Serious Illness Care Program Implementation at an Academic Medical Center

Ethical and regulatory challenges of large language models in medicine

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

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

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

Ensuring useful adoption of generative artificial intelligence in healthcare

Feasibility of Automatically Detecting Practice of Race-Based Medicine by Large Language Models

Nigam Shah Information

University

Position

Associate Professor of Medicine

Citations(all)

29336

Citations(since 2020)

17689

Cited By

18273

hIndex(all)

77

hIndex(since 2020)

62

i10Index(all)

256

i10Index(since 2020)

206

Email

University Profile Page

Google Scholar

Nigam Shah Skills & Research Interests

ontology

data mining

medical informatics

Biomedical Informatics

Top articles of Nigam Shah

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

Lessons Learned from a Multi-Site, Team-Based Serious Illness Care Program Implementation at an Academic Medical Center

Journal of Palliative Medicine

2023/11/8

Alison Callahan
Alison Callahan

H-Index: 18

Duy Nguyen
Duy Nguyen

H-Index: 2

Ethical and regulatory challenges of large language models in medicine

2024/4/23

Nan Liu
Nan Liu

H-Index: 14

Wei Lu
Wei Lu

H-Index: 21

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

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

JMIR Medical Informatics

2024/4/4

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

Ensuring useful adoption of generative artificial intelligence in healthcare

Journal of the American Medical Informatics Association

2024/3/7

Matthew P Lungren
Matthew P Lungren

H-Index: 27

Feasibility of Automatically Detecting Practice of Race-Based Medicine by Large Language Models

2024/3/1

Philip Chung
Philip Chung

H-Index: 4

Alison Callahan
Alison Callahan

H-Index: 18

Roxana Daneshjou
Roxana Daneshjou

H-Index: 12

Nigam Shah
Nigam Shah

H-Index: 47

Standing on FURM ground--A framework for evaluating Fair, Useful, and Reliable AI Models in healthcare systems

arXiv preprint arXiv:2403.07911

2024/2/27

Alison Callahan
Alison Callahan

H-Index: 18

Jonathan Chen
Jonathan Chen

H-Index: 4

Nikesh Kotecha
Nikesh Kotecha

H-Index: 7

Michelle M Mello
Michelle M Mello

H-Index: 40

Aditya Sharma
Aditya Sharma

H-Index: 1

Rahul Thapa
Rahul Thapa

H-Index: 0

Alaa Youssef
Alaa Youssef

H-Index: 2

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

Health AI Assurance Laboratories—Reply

JAMA

2024/2/12

Brian Anderson
Brian Anderson

H-Index: 8

Zero-Shot Clinical Trial Patient Matching with LLMs

arXiv preprint arXiv:2402.05125

2024/2/5

Alejandro Lozano
Alejandro Lozano

H-Index: 2

A Nationwide Network of Health AI Assurance Laboratories

JAMA

2023/12

Suchi Saria
Suchi Saria

H-Index: 27

Alison Callahan
Alison Callahan

H-Index: 18

Brian Anderson
Brian Anderson

H-Index: 8

Characterizing subgroup performance of probabilistic phenotype algorithms within older adults: a case study for dementia, mild cognitive impairment, and Alzheimer’s and …

JAMIA open

2023/7/1

System and Method for Rapid Informatics-Based Prognosis and Treatment Development

2023/5/18

All models are local: time to replace external validation with recurrent local validation

arXiv preprint arXiv:2305.03219

2023/5/5

Tingting Zhu
Tingting Zhu

H-Index: 12

A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning

Journal of the American Medical Informatics Association

2023/5/1

Nigam Shah
Nigam Shah

H-Index: 47

Evaluation of feature selection methods for preserving machine learning performance in the presence of temporal dataset shift in clinical medicine

Methods of Information in Medicine

2023/5

Lin Lawrence Guo
Lin Lawrence Guo

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

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