Laure Wynants
- Calibration: the Achilles heel of predictive analytics
2019/12/01 by On behalf of Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative, Ben Van Calster, David J. McLernon +3 · 1 voice · 37 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Sepsis Diagnosis and Treatment
- TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
2024/04/16 by Professor Gary S. Collins, Karel G.M. Moons, Paula Dhiman +31 · 1 voice · 30 citations
Medicine · Decision Sciences · Health Professions · #Artificial Intelligence in Healthcare and Education #Meta-analysis and systematic reviews #Healthcare cost, quality, practices
- Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal
2020/04/07 by Laure Wynants, Ben Van Calster, Professor Gary S. Collins +54 · 21 citations
Medicine · #COVID-19 Clinical Research Studies #COVID-19 diagnosis using AI #SARS-CoV-2 detection and testing
- Performance evaluation of predictive AI models to support medical decisions: Overview and guidance
2024/12/13 by Ben Van Calster, Gary S. Collins, Van Calster, Ben +25 · 7 voices · 4 citations
#cs.LG #stat.ME #stat.ML
- Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward
2023/12/01 by Anne‐Katharina Deisenhofer, Anne-Katharina Deisenhofer, Michael Barkham +66 · 28 citations
Psychology · Neuroscience · #Mental Health Research Topics #Digital Mental Health Interventions #Functional Brain Connectivity Studies
- There is no such thing as a validated prediction model
2023/02/24 by Ben Van Calster, Ewout W. Steyerberg, Laure Wynants +1 · 1 voice · 4 citations
Medicine · Computer Science · #Sepsis Diagnosis and Treatment #Machine Learning in Healthcare #Simulation-Based Education in Healthcare
- 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)
- A comparison of regression models for static and dynamic prediction of a prognostic outcome during admission in electronic health care records
2024/05/03 by Shan Gao, Gao, Shan, Elena Albu +17 · 1 citation
Computer Science · #Machine Learning in Healthcare
- Using routinely collected data for research purposes: challenges and mitigation strategies
2026/06/02 by S Hoffmann, Tim Morris, Moritz Herrmann +24 · 2 voices
Social Sciences · Mathematics · #Survey Methodology and Nonresponse #Data Analysis and Archiving #Census and Population Estimation