Author details

Full Name

Peter Szolovits

Affiliation

Massachusetts Institute of Technology

ORCID

Career Start Year

1986

Papers

111

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37812770	Using machine learning to develop smart reflex testing protocols.	J Am Med Inform Assoc	2024
37812770	Using machine learning to develop smart reflex testing protocols.	J Am Med Inform Assoc	2024
36764807	Clinical Artificial Intelligence: Design Principles and Fallacies.	Clin Lab Med	2023
36776825	Using Machine Learning to Develop Smart Reflex Testing Protocols.	ArXiv	2023
36764807	Clinical Artificial Intelligence: Design Principles and Fallacies.	Clin Lab Med	2023
36776825	Using Machine Learning to Develop Smart Reflex Testing Protocols.	ArXiv	2023
35037736	Explainable deep learning in healthcare: A methodological survey from an attribution view.	WIREs Mech Dis	2022
35527053	Who doesn't fit? A multi-institutional study using machine learning to uncover the limits of opioid prescribing guidelines.	Surgery	2022
35037736	Explainable deep learning in healthcare: A methodological survey from an attribution view.	WIREs Mech Dis	2022
35527053	Who doesn't fit? A multi-institutional study using machine learning to uncover the limits of opioid prescribing guidelines.	Surgery	2022
33431794	Hard for humans, hard for machines: predicting readmission after psychiatric hospitalization using narrative notes.	Transl Psychiatry	2021
34258315	Visceral Adiposity and Severe COVID-19 Disease: Application of an Artificial Intelligence Algorithm to Improve Clinical Risk Prediction.	Open Forum Infect Dis	2021
34252866	Artificial intelligence to assess body composition on routine abdominal CT scans and predict mortality in pancreatic cancer- A recipe for your local application.	Eur J Radiol	2021
33431794	Hard for humans, hard for machines: predicting readmission after psychiatric hospitalization using narrative notes.	Transl Psychiatry	2021
34608931	ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.	J Am Med Inform Assoc	2021
34608931	ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.	J Am Med Inform Assoc	2021
34252866	Artificial intelligence to assess body composition on routine abdominal CT scans and predict mortality in pancreatic cancer- A recipe for your local application.	Eur J Radiol	2021
34258315	Visceral Adiposity and Severe COVID-19 Disease: Application of an Artificial Intelligence Algorithm to Improve Clinical Risk Prediction.	Open Forum Infect Dis	2021
30990190	Deep Learning Benchmarks on L1000 Gene Expression Data.	IEEE/ACM Trans Comput Biol Bioinform	2020
32311009	Advancing PICO element detection in biomedical text via deep neural networks.	Bioinformatics	2020
33634272	Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.	Med Image Comput Comput Assist Interv	2020
32778826	A multidimensional precision medicine approach identifies an autism subtype characterized by dyslipidemia.	Nat Med	2020
32721409	Three-Dimensional Neural Network to Automatically Assess Liver Tumor Burden Change on Consecutive Liver MRIs.	J Am Coll Radiol	2020
30990190	Deep Learning Benchmarks on L1000 Gene Expression Data.	IEEE/ACM Trans Comput Biol Bioinform	2020
33634272	Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.	Med Image Comput Comput Assist Interv	2020
32778826	A multidimensional precision medicine approach identifies an autism subtype characterized by dyslipidemia.	Nat Med	2020
32721409	Three-Dimensional Neural Network to Automatically Assess Liver Tumor Burden Change on Consecutive Liver MRIs.	J Am Coll Radiol	2020
32311009	Advancing PICO element detection in biomedical text via deep neural networks.	Bioinformatics	2020
30620344	Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes.	Sci Data	2019
31748751	High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP).	Nat Protoc	2019
31613361	High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.	J Am Med Inform Assoc	2019
30620344	Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes.	Sci Data	2019
31437947	Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes and Structured Multivariate Physiological Measurements.	Stud Health Technol Inform	2019
30794127	Can AI Help Reduce Disparities in General Medical and Mental Health Care?	AMA J Ethics	2019
31748751	High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP).	Nat Protoc	2019
31613361	High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.	J Am Med Inform Assoc	2019
31437947	Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes and Structured Multivariate Physiological Measurements.	Stud Health Technol Inform	2019
30794127	Can AI Help Reduce Disparities in General Medical and Mental Health Care?	AMA J Ethics	2019
29025149	Segment convolutional neural networks (Seg-CNNs) for classifying relations in clinical notes.	J Am Med Inform Assoc	2018
33376623	Implementing a Portable Clinical NLP System with a Common Data Model - a Lisp Perspective.	Proceedings (IEEE Int Conf Bioinformatics Biomed)	2018
29025149	Segment convolutional neural networks (Seg-CNNs) for classifying relations in clinical notes.	J Am Med Inform Assoc	2018
30405904	Artificial intelligence, machine learning and health systems.	J Glob Health	2018
29888035	What's in a Note? Unpacking Predictive Value in Clinical Note Representations.	AMIA Jt Summits Transl Sci Proc	2018
29126253	Enabling phenotypic big data with PheNorm.	J Am Med Inform Assoc	2018
29202205	3D-MICE: integration of cross-sectional and longitudinal imputation for multi-analyte longitudinal clinical data.	J Am Med Inform Assoc	2018
30976397	Use of machine-learning algorithms to determine features of systolic blood pressure variability that predict poor outcomes in hypertensive patients.	Clin Kidney J	2018
33376623	Implementing a Portable Clinical NLP System with a Common Data Model - a Lisp Perspective.	Proceedings (IEEE Int Conf Bioinformatics Biomed)	2018
29888035	What's in a Note? Unpacking Predictive Value in Clinical Note Representations.	AMIA Jt Summits Transl Sci Proc	2018
30976397	Use of machine-learning algorithms to determine features of systolic blood pressure variability that predict poor outcomes in hypertensive patients.	Clin Kidney J	2018
30405904	Artificial intelligence, machine learning and health systems.	J Glob Health	2018

1 - 50 of 222

James T Teo

Guy's and St Thomas' NHS Foundation Trust

Career Start Year 2017

Number of shared co-authors 2

Andrew Wen

Mayo Clinic

Career Start Year 2017

Number of shared co-authors 1

Sijia Liu

Mayo Clinic, University at Buffalo - North Campus

Career Start Year 2016

Number of shared co-authors 2

Jitendra Jonnagaddala

NMC Royal Hospital

Career Start Year 2014

Number of shared co-authors 1

Joyce C Ho

Emory University

Career Start Year 2013

Number of shared co-authors 1

Riccardo Miotto

Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 3

Daniel Fabbri

Vanderbilt University Medical Center

Career Start Year 2013

Number of shared co-authors 2

Danielle L Mowery

Institute for Biomedical Informatics, University of Pennsylvania

Career Start Year 2010

Number of shared co-authors 17

Cosmin A Bejan

Duke University

Career Start Year 2010

Number of shared co-authors 4

Sunghwan Sohn

Mayo Clinic

Career Start Year 2008

Number of shared co-authors 11

No??mie Elhadad

Columbia University

Career Start Year 2005

Number of shared co-authors 1

Shyam Visweswaran

University of Pittsburgh

Career Start Year 2003

Number of shared co-authors 18

Nigam H Shah

Stanford University

Career Start Year 2002

Number of shared co-authors 6

Javed Mostafa

University of North Carolina at Chapel Hill

Career Start Year 2001

Number of shared co-authors 0

Elmer V Bernstam

The University of Texas Health Science Center at Houston

Career Start Year 2000

Number of shared co-authors 16

Michael Hogarth

university of california san diego

Career Start Year 2000

Number of shared co-authors 1

Hongfang Liu

Mayo Clinic

Career Start Year 1999

Number of shared co-authors 9

Mehmet Kayaalp

Yildirim Beyazit University

Career Start Year 1998

Number of shared co-authors 1

Wendy W Chapman

University of Melbourne

Career Start Year 1998

Number of shared co-authors 4

Alex A T Bui

University of California Los Angeles

Career Start Year 1998

Number of shared co-authors 0

John F Hurdle

University of Utah

Career Start Year 1996

Number of shared co-authors 2

Antoine Neuraz

INSERM UMR 3, Universite Paris Cite, Imagine Institute

Career Start Year 1994

Number of shared co-authors 16

Eneida A Mendonca

Cincinnati Children's Hospital Medical Center and University of Cincinnati

Career Start Year 1994

Number of shared co-authors 4

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 21

William R Hogan

College of Medicine, University of Florida

Career Start Year 1990

Number of shared co-authors 1

George Hripcsak

Columbia University

Career Start Year 1988

Number of shared co-authors 19

John H Holmes

University of Pennsylvania Perelman School of Medicine

Career Start Year 1985

Number of shared co-authors 16

Peter L Elkin

Jacobs School of Medicine and Biomedical Sciences, University at Buffalo

Career Start Year 1985

Number of shared co-authors 8

Christopher G Chute

Brown University, Brown University Warren Alpert Medical School, Dartmouth-Hitchcock Medical Center, Harvard School of Public Health, Johns Hopkins Medicine, Mayo Clinic Minnesota

Career Start Year 1985

Number of shared co-authors 26

Peter J Haug

Intermountain Healthcare & University of Utah

Career Start Year 1981

Number of shared co-authors 8

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