Alistair E. W. Johnson

APPRAISE-AI Tool for Quantitative Evaluation of AI Studies for Clinical Decision Support

2023 · 93 Zit. · JAMA Network Open

Clinical Intervention Prediction and Understanding using Deep Networks

2017 · 78 Zit. · arXiv (Cornell University)

Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine

2022 · 73 Zit. · Scientific Reports

Bridging the Health Data Divide

2016 · 54 Zit. · Journal of Medical Internet Research

Do We Still Need Clinical Language Models?

2023 · 50 Zit. · arXiv (Cornell University)

Making Big Data Useful for Health Care: A Summary of the Inaugural MIT Critical Data Conference

2014 · 29 Zit. · DSpace@MIT (Massachusetts Institute of Technology)

Development, multi-institutional external validation, and algorithmic audit of an artificial intelligence-based Side-specific Extra-Prostatic Extension Risk Assessment tool (SEPERA) for patients undergoing radical prostatectomy: a retrospective cohort study

2023 · 14 Zit. · The Lancet Digital Health

When the Model Trains You: Induced Belief Revision and Its Implications on Artificial Intelligence Research and Patient Care — A Case Study on Predicting Obstructive Hydronephrosis in Children

2024 · 11 Zit. · NEJM AI

Evaluation of Domain Generalization and Adaptation on Improving Model Robustness to Temporal Dataset Shift in Clinical Medicine

2021 · 10 Zit.

Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review

2023 · 9 Zit. · Journal of Medical Internet Research

Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study

2022 · 7 Zit. · JMIR Medical Informatics

Ignorance Isn't Bliss: We Must Close the Machine Learning Knowledge Gap in Pediatric Critical Care

2022 · 5 Zit. · Frontiers in Pediatrics

Health Data Nexus: an open data platform for AI research and education in medicine

2025 · 1 Zit. · GigaScience

FHIR-AgentBench: Benchmarking LLM Agents for Realistic Interoperable EHR Question Answering

2025 · 1 Zit. · ArXiv.org

Machine Learning Approaches for the Image-Based Identification of Surgical Wound Infections: Scoping Review (Preprint)

2023 · 0 Zit.