Author details

Full Name

Brett K Beaulieu-Jones

Affiliation

University of Chicago

ORCID

Career Start Year

2016

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36788316	Multi-center retrospective cohort study applying deep learning to electrocardiograms to identify left heart valvular dysfunction.	Commun Med (Lond)	2023
38036723	Zero-shot interpretable phenotyping of postpartum hemorrhage using large language models.	NPJ Digit Med	2023
37474378	Opportunities and challenges for biomarker discovery using electronic health record data.	Trends Mol Med	2023
37255593	Exploring human biology with N-of-1 clinical trials.	Camb Prism Precis Med	2023
37227772	Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies.	J Med Internet Res	2023
36788316	Multi-center retrospective cohort study applying deep learning to electrocardiograms to identify left heart valvular dysfunction.	Commun Med (Lond)	2023
36976789	Developing better digital health measures of Parkinson's disease using free living data and a crowdsourced data analysis challenge.	PLOS Digit Health	2023
38036723	Zero-shot interpretable phenotyping of postpartum hemorrhage using large language models.	NPJ Digit Med	2023
37255593	Exploring human biology with N-of-1 clinical trials.	Camb Prism Precis Med	2023
36976789	Developing better digital health measures of Parkinson's disease using free living data and a crowdsourced data analysis challenge.	PLOS Digit Health	2023
37474378	Opportunities and challenges for biomarker discovery using electronic health record data.	Trends Mol Med	2023
37227772	Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies.	J Med Internet Res	2023
34890169	Packaging Biocomputing Software to Maximize Distribution and Reuse.	Pac Symp Biocomput	2022
35738646	Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.	BMJ Open	2022
35737384	Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy.	JAMA Netw Open	2022
36382117	Severity of Epilepsy and Response to Antiseizure Medications in Individuals With Multiple Sclerosis: Analysis of a Real-World Dataset.	Neurol Clin Pract	2022
35466328	Does Modulation of an Epigenetic Clock Define a Geroprotector?	Adv Geriatr Med Res	2022
34890169	Packaging Biocomputing Software to Maximize Distribution and Reuse.	Pac Symp Biocomput	2022
35738646	Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.	BMJ Open	2022
35737384	Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy.	JAMA Netw Open	2022
35466328	Does Modulation of an Epigenetic Clock Define a Geroprotector?	Adv Geriatr Med Res	2022
36382117	Severity of Epilepsy and Response to Antiseizure Medications in Individuals With Multiple Sclerosis: Analysis of a Real-World Dataset.	Neurol Clin Pract	2022
34142018	Illustrating potential effects of alternate control populations on real-world evidence-based statistical analyses.	JAMIA Open	2021
34006233	Accelerating diagnosis of Parkinson's disease through risk prediction.	BMC Neurol	2021
33785839	Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?	NPJ Digit Med	2021
33564777	International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.	medRxiv	2021
34142018	Illustrating potential effects of alternate control populations on real-world evidence-based statistical analyses.	JAMIA Open	2021
33655281	Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19.	medRxiv	2021
33597541	Temporal bias in case-control design: preventing reliable predictions of the future.	Nat Commun	2021
33655281	Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19.	medRxiv	2021
33597541	Temporal bias in case-control design: preventing reliable predictions of the future.	Nat Commun	2021
33785839	Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?	NPJ Digit Med	2021
33564777	International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.	medRxiv	2021
34006233	Accelerating diagnosis of Parkinson's disease through risk prediction.	BMC Neurol	2021
31562770	Examining the Use of Real-World Evidence in the Regulatory Process.	Clin Pharmacol Ther	2020
31797644	Packaging Biocomputing Software to Maximize Distribution and Reuse.	Pac Symp Biocomput	2020
31562770	Examining the Use of Real-World Evidence in the Regulatory Process.	Clin Pharmacol Ther	2020
33073266	Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting.	Proc COMPSAC	2020
32908275	Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist.	Nat Med	2020
31797644	Packaging Biocomputing Software to Maximize Distribution and Reuse.	Pac Symp Biocomput	2020
33073266	Regularization of Deep Neural Networks for EEG Seizure Detection to Mitigate Overfitting.	Proc COMPSAC	2020
32908275	Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist.	Nat Med	2020
30864306	Learning Contextual Hierarchical Structure of Medical Concepts with PoincairÃ© Embeddings to Clarify Phenotypes.	Pac Symp Biocomput	2019
31651969	Trends and Focus of Machine Learning Applications for Health Research.	JAMA Netw Open	2019
31284738	Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing.	Circ Cardiovasc Qual Outcomes	2019
30864306	Learning Contextual Hierarchical Structure of Medical Concepts with PoincairÃ© Embeddings to Clarify Phenotypes.	Pac Symp Biocomput	2019
31651969	Trends and Focus of Machine Learning Applications for Health Research.	JAMA Netw Open	2019
31284738	Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing.	Circ Cardiovasc Qual Outcomes	2019
29218875	Mapping Patient Trajectories using Longitudinal Extraction and Deep Learning in the MIMIC-III Critical Care Database.	Pac Symp Biocomput	2018
29618526	Opportunities and obstacles for deep learning in biology and medicine.	J R Soc Interface	2018

1 - 50 of 60

Zhaoyi Chen

University of Florida

Career Start Year 2017

Number of shared co-authors 0

Jose D Posada

Universidad del Norte

Career Start Year 2017

Number of shared co-authors 5

Juan M Banda

Georgia State University

Career Start Year 2016

Number of shared co-authors 3

Jenna M Reps

Erasmus University Medical Center

Career Start Year 2014

Number of shared co-authors 3

Yingxiang Huang

Beijing Friendship Hospital, Capital Medical University

Career Start Year 2013

Number of shared co-authors 0

Riccardo Miotto

Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 4

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

Number of shared co-authors 2

Janos Hajagos

Stony Brook University

Career Start Year 2011

Number of shared co-authors 1

Jie Xu

University of Florida Gainesville Florida USA.

Career Start Year 2011

Number of shared co-authors 5

Victor M Castro

Center for Quantitative Health, Massachusetts General Hospital

Career Start Year 2010

Number of shared co-authors 13

Jimeng Sun

University of Illinois Urbana-Champaign.

Career Start Year 2010

Number of shared co-authors 2

Guanhua Chen

University of Wisconsin-Madison

Career Start Year 2009

Number of shared co-authors 3

Nicholas P Tatonetti

Columbia Universtiy College of Physicians and Surgeons

Career Start Year 2009

Number of shared co-authors 8

Jennifer A Pacheco

University of Pennsylvania

Career Start Year 2009

Number of shared co-authors 11

Spiros Denaxas

Institute of Health Informatics, University College London

Career Start Year 2008

Number of shared co-authors 5

Joel T Dudley

Institute for Next Generation Healthcare

Career Start Year 2006

Number of shared co-authors 7

Jessica D Tenenbaum

Duke University

Career Start Year 2006

Number of shared co-authors 6

Jyotishman Pathak

Cornell University

Career Start Year 2005

Number of shared co-authors 10

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 2

Wei-Qi Wei

Vanderbilt University Medical Center

Career Start Year 2004

Number of shared co-authors 12

Richard J B Dobson

Institute of Psychiatry, King's College London

Career Start Year 2002

Number of shared co-authors 1

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 9

Colin G Walsh

Vanderbilt University, Vanderbilt University Medical Center

Career Start Year 2001

Number of shared co-authors 2

Joshua C Denny

Vanderbilt University

Career Start Year 2000

Number of shared co-authors 20

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 3

Peter R Rijnbeek

Erasmus University Medical Center

Career Start Year 1996

Number of shared co-authors 6

Peggy L Peissig

Center for Precision Medicine Research, Marshfield Clinic Research Institute

Career Start Year 1996

Number of shared co-authors 8

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 12

row(s) 1 - 30 of 30

Isaac S Kohane

Harvard Medical School

Co-authored papers 11

Tianxi Cai

Harvard T.H. Chan School of Public Health

Co-authored papers 5

Jason H Moore

Cedars-Sinai Medical Center

Co-authored papers 5

Chuan Hong

Harvard Medical School, USA Duke University

Co-authored papers 4

Griffin M Weber

Harvard Medical School

Co-authored papers 4

Casey S Greene

Dartmouth College Geisel School of Medicine, Princeton University, University of Colorado Anschutz Medical Campus, University of Pennsylvania Perelman School of Medicine

Co-authored papers 4

Nathan Palmer

Harvard Medical School

Co-authored papers 4

Michele Morris

University of Pittsburgh

Co-authored papers 3

Emily Schriver

Institute for Biomedical Informatics, University of Pennsylvania

Co-authored papers 3

Gilbert S Omenn

and School of Public Health, University of Michigan ann arbor