Cara O’Brien

Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

2019 · 201 Zit. · JMIR Medical Informatics

"The human body is a black box"

2020 · 166 Zit.

Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study

2020 · 145 Zit. · Journal of Medical Internet Research

A framework for the oversight and local deployment of safe and high-quality prediction models

2022 · 93 Zit. · Journal of the American Medical Informatics Association

Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare

2023 · 40 Zit. · Journal of the American Medical Informatics Association

"The Human Body is a Black Box": Supporting Clinical Decision-Making with Deep Learning

2019 · 22 Zit. · arXiv (Cornell University)

Looking for clinician involvement under the wrong lamp post: The need for collaboration measures

2021 · 2 Zit. · Journal of the American Medical Informatics Association

Algorithm-Based Clinical Decision Support: Evolving Regulatory Landscape and Best Practices for Local Oversight

2025 · 1 Zit. · Annual Review of Biomedical Data Science

Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study (Preprint)

2020 · 0 Zit.