Anne de Hond

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

2022 · 474 Zit. · Nature Medicine

Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review

2022 · 473 Zit. · npj Digital Medicine

Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI

2022 · 36 Zit. · Journal of the American Medical Informatics Association

Intensive Care Unit Physicians’ Perspectives on Artificial Intelligence–Based Clinical Decision Support Tools: Preimplementation Survey Study

2022 · 36 Zit. · JMIR Human Factors

The Harms of Class Imbalance Corrections for Machine Learning Based Prediction Models: A Simulation Study

2025 · 30 Zit. · Statistics in Medicine

Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care

2024 · 25 Zit. · JAMA Network Open

Updating methods for artificial intelligence–based clinical prediction models: a scoping review

2024 · 10 Zit. · Journal of Clinical Epidemiology

Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty

2024 · 10 Zit. · Clinical Orthopaedics and Related Research

Publisher Correction: Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

2022 · 8 Zit. · Nature Medicine

Explainable AI in healthcare: to explain, to predict, or to describe?

2025 · 7 Zit. · Diagnostic and Prognostic Research

Machine learning-based prediction of short- and long-term mortality for shared decision-making in older hip fracture patients: the Dutch Hip Fracture Audit algorithms in 74,396 cases

2025 · 4 Zit. · Acta Orthopaedica

When, where, who, what, and why? The five Ws of workflow analysis for implementing an AI decision support tool at the intensive care

2025 · 4 Zit. · Human Factors in Healthcare

Commentary: Artificial Intelligence and Statistics: Just the Old Wine in New Wineskins?

2022 · 3 Zit. · Frontiers in Digital Health

From prediction to practice: early implementation of a machine learning–based hospitalization prediction tool in the emergency department

2026 · 0 Zit. · International Journal of Medical Informatics

Response to Letter: Machine learning-based prediction of short- and long-term mortality for shared decision-making in older hip fracture patients

2026 · 0 Zit. · Acta Orthopaedica