Alison Callahan

Testing and Evaluation of Health Care Applications of Large Language Models

2024 · 315 Zit. · JAMA

A Nationwide Network of Health AI Assurance Laboratories

2023 · 97 Zit. · JAMA

Developing a data sharing community for spinal cord injury research

2017 · 55 Zit. · Experimental Neurology

It is time to learn from patients like mine

2019 · 51 Zit. · npj Digital Medicine

Assessment of Adherence to Reporting Guidelines by Commonly Used Clinical Prediction Models From a Single Vendor

2022 · 43 Zit. · JAMA Network Open

A Systematic Review of Testing and Evaluation of Healthcare Applications of Large Language Models (LLMs)

2024 · 38 Zit.

Standing on FURM Ground: A Framework for Evaluating Fair, Useful, and Reliable AI Models in Health Care Systems

2024 · 37 Zit. · NEJM Catalyst

Exploring the potential utility of AI large language models for medical ethics: an expert panel evaluation of GPT-4

2023 · 33 Zit. · Journal of Medical Ethics

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records

2023 · 19 Zit. · arXiv (Cornell University)

BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing

2022 · 12 Zit. · arXiv (Cornell University)

Low adherence to existing model reporting guidelines by commonly used clinical prediction models

2021 · 9 Zit.

Considerations in the Reliability and Fairness Audits of Predictive Models for Advance Care Planning

2022 · 1 Zit.

Abstract 4363340: Target Product Profile to Evaluate the Clinical Utility, Financial Impact, and Ethical Implications of an AI-Based HCM Detection Model

2025 · 0 Zit. · Circulation

Designing Clinically Useful AI: A Blueprint for Impact

2026 · 0 Zit. · NEJM AI

Monitoring Deployed AI Systems in Health Care

2025 · 0 Zit. · ArXiv.org