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Articles by Ethan Steinberg

Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs
9 December 2024 by Michael Wornow and others
Machine Learning, Artificial Intelligence
meds_reader: A fast and efficient EHR processing library
15 November 2024 by Ethan Steinberg and others
Machine Learning, Databases
Time-to-Event Pretraining for 3D Medical Imaging
14 November 2024 by Zepeng Huo and others
Computer Vision and Pattern Recognition, Machine Learning
A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records
23 April 2024 by Lin Lawrence Guo and others
Machine Learning, Artificial Intelligence
Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare
14 February 2024 by Lin Lawrence Guo and others
Health Informatics
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
24 December 2023 by Scott Fleming and others
Computation and Language, Artificial Intelligence
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
11 December 2023 by Michael Wornow and others
Machine Learning, Artificial Intelligence
INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis
17 November 2023 by Shih-Cheng Huang and others
Machine Learning, Artificial Intelligence
Self-Supervised Time-to-Event Modeling with Structured Medical Records
23 June 2023 by Ethan Steinberg and others
Machine Learning
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs
24 March 2023 by Michael Wornow and others
Machine Learning, Artificial Intelligence
The multi-wavelength view of shocks in the fastest nova V1674 Her
21 March 2023 by K. Sokolovsky and others
High Energy Astrophysical Phenomena
EHR Foundation Models Improve Robustness in the Presence of Temporal Distribution Shift
7 March 2023 by Lin Lawrence Guo and others at LogoThe Hospital for Sick Children
Health Informatics
Instability in clinical risk stratification models using deep learning
20 November 2022 by Daniel Lopez-Martinez and others
Machine Learning, Artificial Intelligence
Clinical Utility Gains from Incorporating Comorbidity and Geographic Location Information into Risk Estimation Equations for Atherosclerotic Cardiovascular Disease
17 September 2022 by Yizhe Xu and others
Applications
Using aggregate patient data at the bedside via an on-demand consultation service
15 September 2021 by Andrew Callahan and others at LogoStanford University
Health Informatics
Learning Decision Thresholds for Risk-Stratification Models from Aggregate Clinician Behavior
5 August 2021 by Bena Patel and others at LogoStanford University
Health Informatics
Using public clinical trial reports to evaluate observational study methods
1 June 2021 by Ethan Steinberg and others
Applications
Limited inhibition of multiple nodes in a driver network blocks metastasis
11 May 2021 by A. Yesilkanal and others at LogoUniversity of Chicago
Cancer Biology
Ontology-driven weak supervision for clinical entity classification in electronic health records
6 April 2021 by Jason Fries and others
Computation and Language, Machine Learning
Early spectral evolution of classical novae: consistent evidence for multiple distinct outflows
15 October 2020 by E. Aydi and others
High Energy Astrophysical Phenomena
Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data
12 May 2020 by Ethan Steinberg and others
Computation and Language, Machine Learning
Using Ontologies To Improve Performance In Massively Multi-label Prediction Models
28 May 2019 by Ethan Steinberg and Peter Liu
Machine Learning, Artificial Intelligence
Interspecific Introgressive Origin of Genomic Diversity in the House Mouse
19 September 2014 by Kevin Liu and others
Populations and Evolution