Karel G. M. Moons
- Performance evaluation of predictive AI models to support medical decisions: Overview and guidance
2024/12/13 by Ben Van Calster, Van Calster, Ben, Gary S. Collins +25 · 7 voices · 4 citations
#cs.LG #stat.ME #stat.ML
- Sample size for binary logistic prediction models: Beyond events per variable criteria
2018/07/03 by Maarten van Smeden, Karel G. M. Moons, Karel GM Moons +10 · 14 citations
Computer Science · Decision Sciences · Mathematics · #Machine Learning in Healthcare #Reliability and Agreement in Measurement #Statistical Methods in Epidemiology
- A tutorial on individualized treatment effect prediction from randomized trials with a binary endpoint
2021/08/16 by Jeroen Hoogland, Joanna IntHout, Michail Belias +9 · 3 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods and Inference
- The TRIPOD-LLM reporting guideline for studies using large language models
2025/01/01 by Jack Gallifant, Majid Afshar, Saleem Ameen +30 · 1 voice · 6 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance
2025/12/01 by Ben Van Calster, Professor Gary S. Collins, Andrew J. Vickers +11 · 2 voices · 5 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches
2025/02/13 by Richard D Riley, Professor Gary S. Collins, Laura Kirton +17 · 1 voice · 2 citations
Medicine · Computer Science · Decision Sciences · #Sepsis Diagnosis and Treatment #Machine Learning in Healthcare #Meta-analysis and systematic reviews
- Explainable AI in Healthcare: to Explain, to Predict, or to Describe?
2025/08/07 by Alex Carriero, Anne de Hond, Carriero, Alex +14 · 3 voices · 1 citation
Medicine · #Artificial Intelligence in Healthcare and Education #stat.ME
- Availability of Evidence for Predictive Machine Learning Algorithms in Primary Care
2024/09/12 by Margot Rakers, Marieke van Buchem, Sergej Kucenko +8 · 1 voice · 1 citation
Medicine · Computer Science · Health Professions · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Electronic Health Records Systems