Gary S. Collins
- Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration
2015/01/05 by Karel G.M. Moons, Douglas G. Altman, Johannes B. Reitsma +8 · 78 citations
Decision Sciences · Health Professions · Economics, Econometrics and Finance · #Meta-analysis and systematic reviews #Healthcare cost, quality, practices #Health Systems, Economic Evaluations, Quality of Life
- Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement
2015/01/05 by Gary S. Collins, Professor Gary S. Collins, Johannes B. Reitsma +2 · 49 citations
Decision Sciences · Economics, Econometrics and Finance · Medicine · #Meta-analysis and systematic reviews #Health Systems, Economic Evaluations, Quality of Life #Clinical Reasoning and Diagnostic Skills
- PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies
2018/12/31 by Robert F. Wolff, Robert Wolff, Karel G.M. Moons +11 · 57 citations
Decision Sciences · Economics, Econometrics and Finance · Medicine · #Meta-analysis and systematic reviews #Health Systems, Economic Evaluations, Quality of Life #Clinical practice guidelines implementation
- A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
2019/02/11 by Evangelia Christodoulou, Jie Ma, Professor Gary S. Collins +4 · 17 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare
- 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
- Sample size considerations for the external validation of a multivariable prognostic model: a resampling study
2015/11/09 by Professor Gary S. Collins, Gary S. Collins, Emmanuel Ogundimu +2 · 10 citations
Mathematics · #Statistical Methods in Epidemiology #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD statement
2015/01/09 by Professor Gary S. Collins, Gary S. Collins, Johannes B. Reitsma +2 · 8 citations
Decision Sciences · Economics, Econometrics and Finance · Medicine · #Clinical Reasoning and Diagnostic Skills #Health Systems, Economic Evaluations, Quality of Life #Meta-analysis and systematic reviews
- Stability of clinical prediction models developed using statistical or machine learning methods
2023/07/19 by Richard D Riley, Richard D. Riley, Professor Gary S. Collins +1 · 10 citations
Computer Science · Medicine · Decision Sciences · #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment #Meta-analysis and systematic reviews
- 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
- Prediction Models for Bronchopulmonary Dysplasia in Preterm Infants: A Systematic Review and Meta-Analysis
2023/04/13 by Michelle Romijn, Paula Dhiman, Martijn J.J. Finken +9 · 1 citation
Medicine · Nursing · #Neonatal Respiratory Health Research #Preterm Birth and Chorioamnionitis #Infant Nutrition and Health
- Bibliometric Analysis of Publisher and Journal Instructions to Authors on Generative-AI in Academic and Scientific Publishing
2023/07/21 by Conner Ganjavi, Ganjavi, Conner, Michael Eppler +13 · 1 citation
Materials Science · #A.0 #Artificial Intelligence (cs.AI) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning in Materials Science
- Critical Appraisal of Fairness Metrics in Clinical Predictive AI
2025/06/20 by João Matos, Ben Van Calster, Matos, João +15 · 2 voices
#cs.LG