Adam Wilcox

Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods

2017 · 49 Zit. · JMIR Research Protocols

Forecasting Future Asthma Hospital Encounters of Patients With Asthma in an Academic Health Care System: Predictive Model Development and Secondary Analysis Study

2021 · 46 Zit. · Journal of Medical Internet Research

SCOR: A secure international informatics infrastructure to investigate COVID-19

2020 · 46 Zit. · Journal of the American Medical Informatics Association

A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization

2021 · 19 Zit. · JAMA Network Open

Cumulus: a federated electronic health record-based learning system powered by Fast Healthcare Interoperability Resources and artificial intelligence

2024 · 19 Zit. · Journal of the American Medical Informatics Association

Research informatics and the COVID-19 pandemic: Challenges, innovations, lessons learned, and recommendations

2021 · 14 Zit. · Journal of Clinical and Translational Science

Better together: Integrating biomedical informatics and healthcare <scp>IT</scp> operations to create a learning health system during the <scp>COVID</scp>‐19 pandemic

2022 · 11 Zit. · Learning Health Systems

EchoLLM: extracting echocardiogram entities with light-weight, open-source large language models

2025 · 6 Zit. · JAMIA Open

Cumulus: A federated EHR-based learning system powered by FHIR and AI

2024 · 5 Zit. · medRxiv

Looking Forward to AI and Medicine: Where Are We, and Where Are We Going?

2025 · 1 Zit. · PubMed

Exploring ChatGPT 3.5 for structured data extraction from oncological notes.

2025 · 0 Zit. · PubMed