Matthew Sperrin
- 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 · 36 citations
Medicine · #COVID-19 Clinical Research Studies #COVID-19 diagnosis using AI #SARS-CoV-2 detection and testing
- Imputation and missing indicators for handling missing data in the development and deployment of clinical prediction models: A simulation study
2023/04/27 by Rose Sisk, Matthew Sperrin, Niels Peek +3 · 4 citations
Computer Science · Decision Sciences · Mathematics · #Machine Learning in Healthcare #Meta-analysis and systematic reviews #Statistical Methods and Bayesian Inference
- The risks of risk assessment: causal blind spots when using prediction models for treatment decisions
2024/02/27 by Nan van Geloven, van Geloven, Nan, Ruth H. Keogh +27 · 1 voice · 2 citations
Mathematics · Computer Science · Economics, Econometrics and Finance · #FOS: Computer and information sciences #Methodology (stat.ME)
- Using marginal structural models to adjust for treatment drop-in when\n developing clinical prediction models
2017/09/20 by Matthew Sperrin, Sperrin, Matthew, Glen P. Martin +7 · 1 citation
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods in Clinical Trials
- 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 · 4 citations
Computer Science · Decision Sciences · Medicine · #Machine Learning in Healthcare #Meta-analysis and systematic reviews #Sepsis Diagnosis and Treatment
- Updating methods for artificial intelligence–based clinical prediction models: a scoping review
2024/12/09 by Lotta Meijerink, Zoë S Dunias, Artuur Leeuwenberg +10 · 1 voice · 1 citation
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
- Scoping review of methodology for aiding generalisability and transportability of clinical prediction models
2024/12/05 by Kritchavat Ploddi, Ploddi, Kritchavat, Matthew Sperrin +4 · 1 citation
Computer Science · #Machine Learning in Healthcare