Sotabase

Career

· Assistant Professor, Stanford University2024–
· Postdoctoral Fellowship with David Bates, Brigham and Women's Hospital2022–2024
· Intern, Microsoft Research2019–
· PhD Student, Massachusetts Institute of Technology & Harvard Medical School2017–2022
· PhD Student, MIT Computer Science & Artificial Intelligence Laboratory2017–2022
· Intern, Verily Life Sciences2017–
· MS in Computer Science, Stanford University2016–2017
· Bachelor's degree, Stanford University2012–2016

Publications (62)

Publicly Available Clinical BERT Embeddings
Proceedings of the 2nd Clinical Natural Language Processing Workshop · 2019
2,392
cited
Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study.
The Lancet Digital Health · 2024
318
cited
Subgraph Neural Networks
Neural Information Processing Systems · 2020
165
cited
Baselines for Chest X-Ray Report Generation
ML4H@NeurIPS · 2020
60
cited
Mitigating the impact of biased artificial intelligence in emergency decision-making
Communications Medicine · 2022
58
cited
What’s in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization
North American Chapter of the Association for Computational Linguistics · 2021
54
cited
MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
arXiv.org · 2025
47
cited
ML4H Auditing: From Paper to Practice
ML4H@NeurIPS · 2020
40
cited
Coding Inequity: Assessing GPT-4's Potential for Perpetuating Racial and Gender Biases in Healthcare
medRxiv · 2023
33
cited
The effect of microbial colonization on the host proteome varies by gastrointestinal location
The ISME Journal · 2015
30
cited
Investigating inequities in hospital care among lesbian, gay, bisexual, and transgender (LGBT) individuals using social media.
Social Science & Medicine (1967) · 2018
28
cited
Extractive Summarization of EHR Discharge Notes
arXiv.org · 2018
27
cited
Intimate Partner Violence and Injury Prediction From Radiology Reports
Pacific Symposium on Biocomputing · 2020
22
cited
Deep learning for diagnosing patients with rare genetic diseases
medRxiv · 2022
20
cited
TIMER: temporal instruction modeling and evaluation for longitudinal clinical records
npj Digital Medicine · 2025
15
cited
Machine Learning for Health (ML4H) 2020: Advancing Healthcare for All
ML4H@NeurIPS · 2020
13
cited
Evaluation of Contrastive Predictive Coding for Histopathology Applications
ML4H@NeurIPS · 2020
11
cited
Parkinsonian Chinese Speech Analysis towards Automatic Classification of Parkinson's Disease
arXiv.org · 2021
10
cited
An algorithm developed using the Brighton Collaboration case definitions is more efficient for determining diagnostic certainty.
Vaccine · 2014
8
cited
3D Photography Based Neural Network Craniosynostosis Triaging System
ML4H@NeurIPS · 2020
5
cited
Sotabase