Author details

Full Name

Stephen R Pfohl

Affiliation

Stanford University

ORCID

Career Start Year

2015

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
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
37639620	Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks.	J Am Med Inform Assoc	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
37639620	Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks.	J Am Med Inform Assoc	2023
36882576	EHR foundation models improve robustness in the presence of temporal distribution shift.	Sci Rep	2023
35228563	A comparison of approaches to improve worst-case predictive model performance over patient subpopulations.	Sci Rep	2022
35396247	Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation.	BMJ Health Care Inform	2022
36163296	Tackling bias in AI health datasets through the STANDING Together initiative.	Nat Med	2022
36339512	Considerations in the reliability and fairness audits of predictive models for advance care planning.	Front Digit Health	2022
35354802	DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.	Nat Commun	2022
35228563	A comparison of approaches to improve worst-case predictive model performance over patient subpopulations.	Sci Rep	2022
35177653	Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine.	Sci Rep	2022
35396247	Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation.	BMJ Health Care Inform	2022
35354802	DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.	Nat Commun	2022
36339512	Considerations in the reliability and fairness audits of predictive models for advance care planning.	Front Digit Health	2022
36163296	Tackling bias in AI health datasets through the STANDING Together initiative.	Nat Med	2022
35177653	Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine.	Sci Rep	2022
33290879	Language models are an effective representation learning technique for electronic health record data.	J Biomed Inform	2021
34350942	Learning decision thresholds for risk stratification models from aggregate clinician behavior.	J Am Med Inform Assoc	2021
33290879	Language models are an effective representation learning technique for electronic health record data.	J Biomed Inform	2021
33220494	An empirical characterization of fair machine learning for clinical risk prediction.	J Biomed Inform	2021
34470057	Systematic Review of Approaches to Preserve Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine.	Appl Clin Inform	2021
34930903	Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study.	Transl Psychiatry	2021
34930903	Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study.	Transl Psychiatry	2021
34470057	Systematic Review of Approaches to Preserve Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine.	Appl Clin Inform	2021
34350942	Learning decision thresholds for risk stratification models from aggregate clinician behavior.	J Am Med Inform Assoc	2021
33220494	An empirical characterization of fair machine learning for clinical risk prediction.	J Biomed Inform	2021
31910437	Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network.	PLoS One	2020
31910437	Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network.	PLoS One	2020
30864307	The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data.	Pac Symp Biocomput	2019
30864307	The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data.	Pac Symp Biocomput	2019
29962944	Unraveling the Complexity of Amyotrophic Lateral Sclerosis Survival Prediction.	Front Neuroinform	2018
29962944	Unraveling the Complexity of Amyotrophic Lateral Sclerosis Survival Prediction.	Front Neuroinform	2018
26594635	Characterization of the Contribution of Genetic Background and Gender to Disease Progression in the SOD1 G93A Mouse Model of Amyotrophic Lateral Sclerosis: A Meta-Analysis.	J Neuromuscul Dis	2015
26594635	Characterization of the Contribution of Genetic Background and Gender to Disease Progression in the SOD1 G93A Mouse Model of Amyotrophic Lateral Sclerosis: A Meta-Analysis.	J Neuromuscul Dis	2015

1 - 36 of 36

Curtis B Storlie

Mayo Clinic

Career Start Year 2018

Number of shared co-authors 0

Mark Sendak

Duke Institute for Health Innovation.

Career Start Year 2017

Number of shared co-authors 2

Matthew C Lenert

Vanderbilt University Medical Center

Career Start Year 2017

Number of shared co-authors 1

Anahita Khojandi

University of Tennessee

Career Start Year 2017

Number of shared co-authors 0

Brett K Beaulieu-Jones

University of Chicago

Career Start Year 2016

Number of shared co-authors 3

Yilin Ning

Duke-NUS Medical School, National University of Singapore

Career Start Year 2016

Number of shared co-authors 0

Sharon E Davis

Vanderbilt University Medical Center

Career Start Year 2015

Number of shared co-authors 2

Joseph Futoma

Harvard University, USA Duke University

Career Start Year 2015

Number of shared co-authors 0

Kenney Ng

Center for Computational Health

Career Start Year 2014

Number of shared co-authors 0

Yingxiang Huang

Beijing Friendship Hospital, Capital Medical University

Career Start Year 2013

Number of shared co-authors 0

Nathan C Hurley

Texas A&M University

Career Start Year 2013

Number of shared co-authors 0

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 0

Jeremy C Weiss

Carnegie Mellon University

Career Start Year 2012

Number of shared co-authors 0

Gary E Weissman

Perelman School of Medicine, University of Pennsylvania

Career Start Year 2012

Number of shared co-authors 2

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

Number of shared co-authors 3

Gyorgy Simon

Institute for Health Informatics, University of Minnesota

Career Start Year 2011

Number of shared co-authors 0

Jie Xu

University of Florida Gainesville Florida USA.

Career Start Year 2011

Number of shared co-authors 1

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 6

Guanhua Chen

University of Wisconsin-Madison

Career Start Year 2009

Number of shared co-authors 1

Curtis B Storlie

5Mayo Clinic

Career Start Year 2009

Number of shared co-authors 0

Mihaela van der Schaar

University of Cambridge

Career Start Year 2006

Number of shared co-authors 0

Sherri Rose

Stanford University

Career Start Year 2006

Number of shared co-authors 10

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 7

Shyam Visweswaran

University of Pittsburgh

Career Start Year 2003

Number of shared co-authors 4

Gary S Collins

University of Oxford

Career Start Year 2002

Number of shared co-authors 10

Colin G Walsh

Vanderbilt University, Vanderbilt University Medical Center

Career Start Year 2001

Number of shared co-authors 1

Svetha Venkatesh

Applied Artificial Intelligence Institute (A2I2), Deakin University

Career Start Year 2000

Number of shared co-authors 0

Tianxi Cai

Harvard T.H. Chan School of Public Health

Career Start Year 1999

Number of shared co-authors 3

Thomas A Lasko

Vanderbilt University

Career Start Year 1999

Number of shared co-authors 1

Leo Anthony Celi

Harvard T.H. Chan School of Public Health, MIT

Career Start Year 1998

Number of shared co-authors 3

row(s) 1 - 30 of 30

Nigam H Shah

Stanford University

Co-authored papers 14

Jenna M Reps

Erasmus University Medical Center

Co-authored papers 3

Patrick B Ryan

Columbia University Irving Medical Center

Co-authored papers 3

Christian Reich

OHDSI Center at The Roux Institute, Northeastern University

Co-authored papers 2

Andrew E Williams

Tufts, Tufts Medical Center

Co-authored papers 2

Seng Chan You

Yonsei University College of Medicine

Co-authored papers 2

Marzyeh Ghassemi

3Vector Institute

Co-authored papers 2

Rae Woong Park

Ajou University Graduate School of Medicine

Co-authored papers 2

Thomas Falconer

Columbia University

Co-authored papers 2

Jiang Bian

College of Medicine, University of Florida

Co-authored papers 1

Qing Jiang

Sun Yat-Sen University

Co-authored papers 1

Yuhui Zou

First Hospital of China Medical University

Co-authored papers 1

Mackenzie Edmondson

University of Pennsylvania

Co-authored papers 1

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 1

Sergio Fern??ndez-Bertol??n

Co-authored papers 1

Neil Sebire

Great Ormond Street Hospital for Children

Co-authored papers 1

Ruijun Chen

USA Tempus Labs Inc.

Co-authored papers 1

Lillian Sung

The Hospital for Sick Children

Co-authored papers 1