Michael Gao

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

2019 · 221 Zit. · JMIR Medical Informatics

Presenting machine learning model information to clinical end users with model facts labels

2020 · 219 Zit. · npj Digital Medicine

"The human body is a black box"

2020 · 178 Zit.

A Path for Translation of Machine Learning Products into Healthcare Delivery

2020 · 142 Zit. · EMJ Innovation

Machine Learning in Health Care: A Critical Appraisal of Challenges and Opportunities

2019 · 80 Zit. · eGEMs (Generating Evidence & Methods to improve patient outcomes)

Applications of Machine Learning Using Electronic Medical Records in Spine Surgery

2019 · 46 Zit. · Neurospine

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

2023 · 45 Zit. · Journal of the American Medical Informatics Association

Development and Validation of Machine Learning Models to Predict Admission From Emergency Department to Inpatient and Intensive Care Units

2021 · 43 Zit. · Annals of Emergency Medicine

Development and preliminary testing of Health Equity Across the AI Lifecycle (HEAAL): A framework for healthcare delivery organizations to mitigate the risk of AI solutions worsening health inequities

2024 · 41 Zit. · PLOS Digital Health

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

2019 · 22 Zit. · arXiv (Cornell University)

The algorithm journey map: a tangible approach to implementing AI solutions in healthcare

2024 · 16 Zit. · npj Digital Medicine

Development and Temporal Validation of a Machine Learning Model to Predict Clinical Deterioration

2023 · 8 Zit. · Hospital Pediatrics

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

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

Physician Characteristics Associated With Advance Care Planning After a Machine Learning-Based Nudge

2025 · 0 Zit. · American Journal of Hospice and Palliative Medicine®

Improving Treatment Strategies Using Artificial Intelligence

2025 · 0 Zit.