Brett Beaulieu-Jones

Assistant Professor, University of Chicago

Instructor, Harvard University

Joined

May 2020

Names

Brett Beaulieu-Jones

Emails

****@gmail.com (Confirmed)

****@uchicago.edu (Confirmed)

Personal Links

DBLP

Career & Education History

Assistant Professor

University of Chicago (uchicago.edu)

2022 – Present

Instructor

Harvard University (harvard.edu)

2017 – Present

PhD student

University of Pennsylvania (upenn.edu)

2013 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Zero-shot Interpretable Phenotyping of Postpartum Hemorrhage Using Large Language Models
Emily Alsentzer, Matthew Rasmussen, Romy Fontoura, Alexis Cull, Brett Beaulieu-Jones, Kathryn Gray, David Bates, Vesela Kovacheva
- OpenReview Archive Direct Upload
- Readers: Everyone
ML4H Abstract Track 2019
Matthew B. A. McDermott, Emily Alsentzer, Samuel G. Finlayson, Michael Oberst, Fabian Falck, Tristan Naumann, Brett K. Beaulieu-Jones, Adrian V. Dalca
- 2020 (modified: 07 May 2025)
- CoRR 2020
- Readers: Everyone
Learning Contextual Hierarchical Structure of Medical Concepts with Poincairé Embeddings to Clarify Phenotypes
Brett K. Beaulieu-Jones, Isaac S. Kohane, Andrew L. Beam
- 2019 (modified: 28 May 2020)
- PSB 2019
- Readers: Everyone
Mapping patient trajectories using longitudinal extraction and deep learning in the MIMIC-III Critical Care Database
Brett K. Beaulieu-Jones, Patryk Orzechowski, Jason H. Moore
- 2018 (modified: 28 May 2020)
- PSB 2018
- Readers: Everyone
Learning Contextual Hierarchical Structure of Medical Concepts with Poincairé Embeddings to Clarify Phenotypes
Brett K. Beaulieu-Jones, Isaac S. Kohane, Andrew L. Beam
- 2018 (modified: 07 Nov 2022)
- CoRR 2018
- Readers: Everyone
Machine Learning for Health (ML4H) Workshop at NeurIPS 2018
Natalia Antropova, Andrew L. Beam, Brett K. Beaulieu-Jones, Irene Chen, Corey Chivers, Adrian V. Dalca, Samuel G. Finlayson, Madalina Fiterau, Jason Alan Fries, Marzyeh Ghassemi, Mike Hughes, Bruno Jedynak, Jasvinder S. Kandola, Matthew B. A. McDermott, Tristan Naumann, Peter Schulam, Farah Shamout, Alexandre Yahi
- 2018 (modified: 30 Sept 2024)
- CoRR 2018
- Readers: Everyone
Privacy-Preserving Distributed Deep Learning for Clinical Data
Brett K. Beaulieu-Jones, William Yuan, Samuel G. Finlayson, Zhiwei Steven Wu
- 2018 (modified: 07 Nov 2022)
- CoRR 2018
- Readers: Everyone
Missing Data Imputation in the Electronic Health Record Using Deeply Learned Autoencoders
Brett K. Beaulieu-Jones, Jason H. Moore, et al.
- 2017 (modified: 28 May 2020)
- PSB 2017
- Readers: Everyone
Machine Learning for Structured Clinical Data
Brett K. Beaulieu-Jones
- 2017 (modified: 07 Nov 2022)
- CoRR 2017
- Readers: Everyone
Semi-supervised learning of the electronic health record for phenotype stratification
Brett K. Beaulieu-Jones, Casey S. Greene
- 2016 (modified: 01 Jun 2020)
- J. Biomed. Informatics 2016
- Readers: Everyone

Co-Authors

View all 33 co-authors