Paula Dhiman
- 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
- Clinical prediction models and the multiverse of madness
2023/12/18 by Richard D Riley, Alexander Pate, Paula Dhiman +3 · 1 voice · 3 citations
Computer Science · Medicine · #Machine Learning in Healthcare #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- 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
- 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
- Critical Appraisal of Fairness Metrics in Clinical Predictive AI
2025/06/20 by João Matos, Matos, João, Ben Van Calster +15 · 2 voices
#cs.LG