Author details

Full Name

Nigam H Shah

Affiliation

Stanford University

ORCID

Career Start Year

2002

Papers

266

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
35012410	Characteristics and outcomes of COVID-19 patients with and without asthma from the United States, South Korea, and Europe.	J Asthma	2023
36395436	Use of Machine Learning and Lay Care Coaches to Increase Advance Care Planning Conversations for Patients With Metastatic Cancer.	JCO Oncol Pract	2023
37725377	Ranitidine Use and Incident Cancer in a Multinational Cohort.	JAMA Netw Open	2023
37639620	Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks.	J Am Med Inform Assoc	2023
37548965	Creation and Adoption of Large Language Models in Medicine.	JAMA	2023
37034358	Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study.	EClinicalMedicine	2023
36716157	Investigating real-world consequences of biases in commonly used clinical calculators.	Am J Manag Care	2023
37405777	Discrepancies Between Clearance Summaries and Marketing Materials of Software-Enabled Medical Devices Cleared by the US Food and Drug Administration.	JAMA Netw Open	2023
37340238	Use of Electronic Health Record Data for Drug Safety Signal Identification: A Scoping Review.	Drug Saf	2023
36826400	A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning.	J Am Med Inform Assoc	2023
37397506	Characterizing subgroup performance of probabilistic phenotype algorithms within older adults: a case study for dementia, mild cognitive impairment, and Alzheimer's and Parkinson's diseases.	JAMIA Open	2023
37328098	Principled estimation and evaluation of treatment effect heterogeneity: A case study application to dabigatran for patients with atrial fibrillation.	J Biomed Inform	2023
36882576	EHR foundation models improve robustness in the presence of temporal distribution shift.	Sci Rep	2023
36812932	Evaluation of Feature Selection Methods for Preserving Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine.	Methods Inf Med	2023
36810659	Assessing the net benefit of machine learning models in the presence of resource constraints.	J Am Med Inform Assoc	2023
37369008	DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record.	J Am Med Inform Assoc	2023
36795076	Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease.	J Am Med Inform Assoc	2023
36791900	APLUS: A Python library for usefulness simulations of machine learning models in healthcare.	J Biomed Inform	2023
37516790	The shaky foundations of large language models and foundation models for electronic health records.	NPJ Digit Med	2023
37545984	The Stanford Medicine data science ecosystem for clinical and translational research.	JAMIA Open	2023
35012410	Characteristics and outcomes of COVID-19 patients with and without asthma from the United States, South Korea, and Europe.	J Asthma	2023
37516790	The shaky foundations of large language models and foundation models for electronic health records.	NPJ Digit Med	2023
37548965	Creation and Adoption of Large Language Models in Medicine.	JAMA	2023
37545984	The Stanford Medicine data science ecosystem for clinical and translational research.	JAMIA Open	2023
37725377	Ranitidine Use and Incident Cancer in a Multinational Cohort.	JAMA Netw Open	2023
37639620	Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks.	J Am Med Inform Assoc	2023
37340238	Use of Electronic Health Record Data for Drug Safety Signal Identification: A Scoping Review.	Drug Saf	2023
37405777	Discrepancies Between Clearance Summaries and Marketing Materials of Software-Enabled Medical Devices Cleared by the US Food and Drug Administration.	JAMA Netw Open	2023
37369008	DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record.	J Am Med Inform Assoc	2023
37034358	Contextualising adverse events of special interest to characterise the baseline incidence rates in 24 million patients with COVID-19 across 26 databases: a multinational retrospective cohort study.	EClinicalMedicine	2023
37397506	Characterizing subgroup performance of probabilistic phenotype algorithms within older adults: a case study for dementia, mild cognitive impairment, and Alzheimer's and Parkinson's diseases.	JAMIA Open	2023
37328098	Principled estimation and evaluation of treatment effect heterogeneity: A case study application to dabigatran for patients with atrial fibrillation.	J Biomed Inform	2023
36882576	EHR foundation models improve robustness in the presence of temporal distribution shift.	Sci Rep	2023
36812932	Evaluation of Feature Selection Methods for Preserving Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine.	Methods Inf Med	2023
36810659	Assessing the net benefit of machine learning models in the presence of resource constraints.	J Am Med Inform Assoc	2023
36716157	Investigating real-world consequences of biases in commonly used clinical calculators.	Am J Manag Care	2023
36826400	A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning.	J Am Med Inform Assoc	2023
36795076	Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease.	J Am Med Inform Assoc	2023
36791900	APLUS: A Python library for usefulness simulations of machine learning models in healthcare.	J Biomed Inform	2023
36395436	Use of Machine Learning and Lay Care Coaches to Increase Advance Care Planning Conversations for Patients With Metastatic Cancer.	JCO Oncol Pract	2023
35235994	Building a Learning Health System: Creating an Analytical Workflow for Evidence Generation to Inform Institutional Clinical Care Guidelines.	Appl Clin Inform	2022
35396247	Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation.	BMJ Health Care Inform	2022
35508197	Monitoring Approaches for a Pediatric Chronic Kidney Disease Machine Learning Model.	Appl Clin Inform	2022
36220304	User-centred design for machine learning in health care: a case study from care management.	BMJ Health Care Inform	2022
35635840	Nursing Workflow Change in a COVID-19 Inpatient Unit Following the Deployment of Inpatient Telehealth: Observational Study Using a Real-Time Locating System.	J Med Internet Res	2022
36339512	Considerations in the reliability and fairness audits of predictive models for advance care planning.	Front Digit Health	2022
36204824	A network paradigm predicts drug synergistic effects using downstream protein-protein interactions.	CPT Pharmacometrics Syst Pharmacol	2022
35984654	Assessment of Adherence to Reporting Guidelines by Commonly Used Clinical Prediction Models From a Single Vendor: A Systematic Review.	JAMA Netw Open	2022
35922657	Performance and usability testing of an automated tool for detection of peripheral artery disease using electronic health records.	Sci Rep	2022
35354802	DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.	Nat Commun	2022

1 - 50 of 532

Andrew Wen

Mayo Clinic

Career Start Year 2017

Number of shared co-authors 4

Brett K Beaulieu-Jones

University of Chicago

Career Start Year 2016

Number of shared co-authors 9

Riccardo Miotto

Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 14

Benjamin S Glicksberg

Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 6

Cosmin A Bejan

Duke University

Career Start Year 2010

Number of shared co-authors 7

Ioana Danciu

Oak Ridge National Laboratory

Career Start Year 2010

Number of shared co-authors 5

Kavishwar B Wagholikar

Massachusetts General Hospital

Career Start Year 2009

Number of shared co-authors 6

Lixia Yao

Merck & Co., Inc.

Career Start Year 2008

Number of shared co-authors 3

Paul Avillach

Harvard Medical School

Career Start Year 2007

Number of shared co-authors 22

Yuan Luo

Northwestern University Feinberg School of Medicine

Career Start Year 2007

Number of shared co-authors 17

Matthias Samwald

Institute of Artificial Intelligence, Medical University of Vienna

Career Start Year 2007

Number of shared co-authors 11

Jyotishman Pathak

Cornell University

Career Start Year 2005

Number of shared co-authors 24

Wei-Qi Wei

Vanderbilt University Medical Center

Career Start Year 2004

Number of shared co-authors 26

Shyam Visweswaran

University of Pittsburgh

Career Start Year 2003

Number of shared co-authors 19

Yindalon Aphinyanaphongs

New York University

Career Start Year 2003

Number of shared co-authors 2

Jianying Hu

Center for Computational Health

Career Start Year 2002

Number of shared co-authors 1

Gil Alterovitz

Brigham and Women's Hospital

Career Start Year 2002

Number of shared co-authors 11

Griffin M Weber

Harvard Medical School

Career Start Year 2001

Number of shared co-authors 14

Javed Mostafa

University of North Carolina at Chapel Hill

Career Start Year 2001

Number of shared co-authors 1

Peggy L Peissig

Center for Precision Medicine Research, Marshfield Clinic Research Institute

Career Start Year 1996

Number of shared co-authors 14

John F Hurdle

University of Utah

Career Start Year 1996

Number of shared co-authors 5

Antoine Neuraz

INSERM UMR 3, Universite Paris Cite, Imagine Institute

Career Start Year 1994

Number of shared co-authors 5

Lucila Ohno-Machado

Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine

Career Start Year 1993

Number of shared co-authors 30

Constantin F Aliferis

Institute for Health Informatics, University of Minnesota

Career Start Year 1993

Number of shared co-authors 2

William R Hogan

College of Medicine, University of Florida

Career Start Year 1990

Number of shared co-authors 15

Shawn N Murphy

Harvard Medical School

Career Start Year 1986

Number of shared co-authors 33

Peter Szolovits

Massachusetts Institute of Technology

Career Start Year 1986

Number of shared co-authors 6

Peter L Elkin

Jacobs School of Medicine and Biomedical Sciences, University at Buffalo

Career Start Year 1985

Number of shared co-authors 14

John H Holmes

University of Pennsylvania Perelman School of Medicine

Career Start Year 1985

Number of shared co-authors 11

Isaac S Kohane

Harvard Medical School

Career Start Year 1983

Number of shared co-authors 31

row(s) 1 - 30 of 30

Alison Callahan

Co-authored papers 28

Patrick B Ryan

Columbia University Irving Medical Center

Co-authored papers 25

Christian Reich

OHDSI Center at The Roux Institute, Northeastern University

Co-authored papers 23

George Hripcsak

Columbia University

Co-authored papers 23

Mark A Musen

Stanford Center for Biomedical Informatics Research, Stanford University

Co-authored papers 21

Jose D Posada

Universidad del Norte

Co-authored papers 21

Marc A Suchard

University of California los angeles

Co-authored papers 18

Rave Harpaz

Co-authored papers 17

Peter R Rijnbeek

Erasmus University Medical Center

Co-authored papers 16

Talita Duarte-Salles

Erasmus University Medical Center

Co-authored papers 15

Seng Chan You

Yonsei University College of Medicine

Co-authored papers 15

Juan M Banda

Georgia State University

Co-authored papers 15

Michael Matheny

American College of Medical Informatics, Department of Veteran Affairs, Harvard University T H Chan School of Public Health, Massachusetts Institute of Technology, The American Society for Clinical Investigation, University of Kentucky, Vanderbilt University Medical Center, Vanderbilt University Medical School

Co-authored papers 14

Stephen R Pfohl

Stanford University

Co-authored papers 14

Fred Nyberg

University of Gothenburg

Co-authored papers 14

Asieh Golozar

Northeastern University

Co-authored papers 13

Michael E Matheny

Co-authored papers 13