Author details

Full Name

Finale Doshi-Velez

Affiliation

Harvard University

ORCID

Career Start Year

2008

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37637073	Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care.	Proc Innov Appl Artif Intell Conf	2023
37662875	The Unintended Consequences of Discount Regularization: Improving Regularization in Certainty Equivalence Reinforcement Learning.	Proc Mach Learn Res	2023
37852174	Artificial intelligence education: An evidence-based medicine approach for consumers, translators, and developers.	Cell Rep Med	2023
35309006	Learning Predictive and Interpretable Timeseries Summaries from ICU Data.	AMIA Annu Symp Proc	2022
35472480	Do clinicians follow heuristics in prescribing antidepressants?	J Affect Disord	2022
36713810	Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines.	Algorithms	2022
36396808	An interpretable RL framework for pre-deployment modeling in ICU hypotension management.	NPJ Digit Med	2022
35181388	Efficiently identifying individuals at high risk for treatment resistance in major depressive disorder using electronic health records.	J Affect Disord	2022
32927464	Predicting change in diagnosis from major depression to bipolar disorder after antidepressant initiation.	Neuropsychopharmacology	2021
33542191	How machine-learning recommendations influence clinician treatment selections: the example of the antidepressant selection.	Transl Psychiatry	2021
34927078	Power Constrained Bandits.	Proc Mach Learn Res	2021
34457168	Preferential Mixture-of-Experts: Interpretable Models that Rely on Human Expertise As Much As Possible.	AMIA Jt Summits Transl Sci Proc	2021
33936452	Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients.	AMIA Annu Symp Proc	2021
34235453	Generalization in Clinical Prediction Models: The Blessing and Curse of Measurement Indicator Variables.	Crit Care Explor	2021
32432711	Assessment of a Prediction Model for Antidepressant Treatment Stability Using Supervised Topic Models.	JAMA Netw Open	2020
34950878	Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders.	Proc Mach Learn Res	2020
31937606	Big Data in the Assessment of Pediatric Medication Safety.	Pediatrics	2020
32066733	Predicting treatment dropout after antidepressant initiation.	Transl Psychiatry	2020
32864600	The myth of generalisability in clinical research and machine learning in health care.	Lancet Digit Health	2020
32477686	Interpretable Batch IRL to Extract Clinician Goals in ICU Hypotension Management.	AMIA Jt Summits Transl Sci Proc	2020
32477637	Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning.	AMIA Jt Summits Transl Sci Proc	2020
30617332	Guidelines for reinforcement learning in healthcare.	Nat Med	2019
33628001	Exploring Computational User Models for Agent Policy Summarization.	IJCAI (U S)	2019
33623933	Human Evaluation of Models Built for Interpretability.	Proc AAAI Conf Hum Comput Crowdsourc	2019
31714974	Evaluating Machine Learning Articles.	JAMA	2019
31427808	Do no harm: a roadmap for responsible machine learning for health care.	Nat Med	2019
31537911	Author Correction: Do no harm: a roadmap for responsible machine learning for health care.	Nat Med	2019
28866570	PhenoLines: Phenotype Comparison Visualizations for Disease Subtyping via Topic Models.	IEEE Trans Vis Comput Graph	2018
33623354	Human-in-the-Loop Interpretability Prior.	Adv Neural Inf Process Syst	2018
30815131	Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning.	AMIA Annu Symp Proc	2018
30419029	Improving counterfactual reasoning with kernelised dynamic mixing models.	PLoS One	2018
27707820	Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database.	J Am Med Inform Assoc	2017
28815137	Combining Kernel and Model Based Learning for HIV Therapy Selection.	AMIA Jt Summits Transl Sci Proc	2017
28815112	Predicting intervention onset in the ICU with switching state space models.	AMIA Jt Summits Transl Sci Proc	2017
27472449	Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder.	PLoS One	2016
28603402	Hidden Parameter Markov Decision Processes: A Semiparametric Regression Approach for Discovering Latent Task Parametrizations.	IJCAI (U S)	2016
26218138	Prevalence of Inflammatory Bowel Disease Among Patients with Autism Spectrum Disorders.	Inflamm Bowel Dis	2015
26353250	Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning.	IEEE Trans Pattern Anal Mach Intell	2015
24323995	Comorbidity clusters in autism spectrum disorders: an electronic health record time-series analysis.	Pediatrics	2014
25289175	Unfolding Physiological State: Mortality Modelling in Intensive Care Units.	KDD	2014
20467572	Reinforcement Learning with Limited Reinforcement: Using Bayes Risk for Active Learning in POMDPs.	Proc Int Conf Mach Learn	2008

1 - 41 of 41

Curtis B Storlie

Mayo Clinic

Career Start Year 2018

Number of shared co-authors 0

Heather Mattie

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

Career Start Year 2018

Number of shared co-authors 4

Anahita Khojandi

University of Tennessee

Career Start Year 2017

Number of shared co-authors 1

Matthew C Lenert

Vanderbilt University Medical Center

Career Start Year 2017

Number of shared co-authors 0

Chris J Kennedy

Harvard Medical School

Career Start Year 2017

Number of shared co-authors 1

Chao Yan

Vanderbilt University Medical Center

Career Start Year 2016

Number of shared co-authors 2

Brett K Beaulieu-Jones

University of Chicago

Career Start Year 2016

Number of shared co-authors 6

Matthew B A McDermott

Harvard Medical School

Career Start Year 2016

Number of shared co-authors 5

Mohammad M Ghassemi

Michigan State University

Career Start Year 2014

Number of shared co-authors 5

Samuel G Finlayson

Harvard Medical School

Career Start Year 2014

Number of shared co-authors 6

Christopher V Cosgriff

Perelman School of Medicine at the University of Pennsylvania

Career Start Year 2013

Number of shared co-authors 1

Nathan C Hurley

Texas A&M University

Career Start Year 2013

Number of shared co-authors 0

Jonathan H Chen

Stanford University School of Medicine

Career Start Year 2013

Number of shared co-authors 1

Jeremy C Weiss

Carnegie Mellon University

Career Start Year 2012

Number of shared co-authors 0

Cynthia Rudin

Duke University

Career Start Year 2012

Number of shared co-authors 1

Fei Wang

Peking University Cancer Hospital & Institute, Beijing Cancer Hospital & Institute

Career Start Year 2012

Number of shared co-authors 1

Jie Xu

University of Florida Gainesville Florida USA.

Career Start Year 2011

Number of shared co-authors 4

Jimeng Sun

University of Illinois Urbana-Champaign.

Career Start Year 2010

Number of shared co-authors 2

Antti Airola

University of Turku

Career Start Year 2008

Number of shared co-authors 0

Shamim Nemati

University of California San Diego

Career Start Year 2007

Number of shared co-authors 2

Mihaela van der Schaar

University of Cambridge

Career Start Year 2006

Number of shared co-authors 0

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 0

Shyam Visweswaran

University of Pittsburgh

Career Start Year 2003

Number of shared co-authors 5

Jianying Hu

Center for Computational Health

Career Start Year 2002

Number of shared co-authors 2

Nigam H Shah

Stanford University

Career Start Year 2002

Number of shared co-authors 5

Colin G Walsh

Vanderbilt University, Vanderbilt University Medical Center

Career Start Year 2001

Number of shared co-authors 0

Svetha Venkatesh

Applied Artificial Intelligence Institute (A2I2), Deakin University

Career Start Year 2000

Number of shared co-authors 0

Thomas A Lasko

Vanderbilt University

Career Start Year 1999

Number of shared co-authors 1

Milos Hauskrecht

University of Pittsburgh

Career Start Year 1998

Number of shared co-authors 0

Gregory F Cooper

University of Pittsburgh

Career Start Year 1986

Number of shared co-authors 0

row(s) 1 - 30 of 30

Roy H Perlis

Center for Quantitative Health, Massachusetts General Hospital

Co-authored papers 8

Marzyeh Ghassemi

3Vector Institute

Co-authored papers 5

Sonali Parbhoo

Imperial College London

Co-authored papers 5

Isaac S Kohane

Harvard Medical School

Co-authored papers 4

Leo Anthony Celi

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

Co-authored papers 4

Joseph Futoma

Harvard University, USA Duke University

Co-authored papers 3

Matthieu Komorowski

Charing Cross Hospital,Imperial College Healthcare NHS Trust

Co-authored papers 3

Omer Gottesman

Harvard University

Co-authored papers 3

Peter Szolovits

Massachusetts Institute of Technology

Co-authored papers 3

Aldo A Faisal

Imperial College London

Co-authored papers 3

Anna Goldenberg

SickKids Research Institute

Co-authored papers 2

Suchi Saria

Johns Hopkins University

Co-authored papers 2

Rishikesan Kamaleswaran

Duke University, Emory University, Society for Critical Care Medicine, University of Ontario Institute of Technology, University of Tennessee Health Science Center

Co-authored papers 2

Mike Wu

Yale University

Co-authored papers 2

Mark Sendak

Duke Institute for Health Innovation.

Co-authored papers 2

Pilar N Ossorio

University of Wisconsin School of Law, Morgridge Institute for Research.

Co-authored papers 2

Vincent X Liu

Kaiser Permanente