Zero-shot Interpretable Phenotyping of Postpartum Hemorrhage Using Large Language Models. medRxiv, 2023.
Towards Medical Billing Automation: NLP for Outpatient Clinician Note Classification. medRxiv, 2023.
Do We Still Need Clinical Language Models?. Conference on Health, Inference, and Learning, 2023.
Coding Inequity: Assessing GPT-4's Potential for Perpetuating Racial and Gender Biases in Healthcare. medRxiv, 2023.
Simulation of undiagnosed patients with novel genetic conditions. medRxiv, 2022.
Mitigating the impact of biased artificial intelligence in emergency decision-making. Communications Medicine, 2022.
Knowledge-Based Systems in Medicine. Intelligent Systems in Medicine and Health: The Role of AI, 2022.
Just Following AI Orders: When Unbiased People Are Influenced By Biased AI. Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022.
Deep learning for diagnosing patients with rare genetic diseases. medRxiv, 2022.
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization. arXiv preprint arXiv:2105.00816, 2021.
Machine learning for health (ml4h) 2021. Machine Learning for Health, 2021.
Subgraph Neural Networks. Advances in Neural Information Processing Systems, 2020.
ML4H Abstract Track 2020. arXiv e-prints, 2020.
ML4H Abstract Track 2019. arXiv preprint arXiv:2002.01584, 2020.
Machine Learning for Health (ML4H) 2020: Advancing Healthcare for All. Machine Learning for Health, 2020.
Machine Learning for Health (ML4H) 2019: What Makes Machine Learning in Medicine Different?. Machine Learning for Health Workshop, 2020.
Intimate partner violence and injury prediction from radiology reports. BIOCOMPUTING 2021: Proceedings of the Pacific Symposium, 2020.
Baselines for chest x-ray report generation. Machine Learning for Health Workshop, 2020.
Assessing 3 Outbreak Detection Algorithms in an Electronic Syndromic Surveillance System in a Resource-Limited Setting. Emerging infectious diseases, 2020.
Publicly Available Clinical BERT Embeddings. Proceedings of the 2nd Clinical Natural Language Processing Workshop, 2019.
Scalable Electronic Phenotyping For Studying Patient Comorbidities. AMIA Annual Symposium Proceedings, 2018.
Investigating inequities in hospital care among lesbian, gay, bisexual, and transgender (LGBT) individuals using social media. Social Science & Medicine, 2018.
Extractive summarization of ehr discharge notes. arXiv preprint arXiv:1810.12085, 2018.
The effect of microbial colonization on the host proteome varies by gastrointestinal location. The ISME journal, 2016.
Monitoring Acute Diarrhea via an Electronic Surveillance System in the Peruvian Navy. Online journal of public health informatics, 2015.
An algorithm developed using the Brighton Collaboration case definitions is more efficient for determining diagnostic certainty. Vaccine, 2014.