| Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal L Wynants, B Van Calster, GS Collins, RD Riley, G Heinze, E Schuit, ... bmj 369, 2020 | 3336 | 2020 |
| Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial … GS Collins, P Dhiman, CLA Navarro, J Ma, L Hooft, JB Reitsma, P Logullo, ... BMJ open 11 (7), e048008, 2021 | 567 | 2021 |
| Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review CLA Navarro, JAA Damen, T Takada, SWJ Nijman, P Dhiman, J Ma, ... bmj 375, 2021 | 267 | 2021 |
| Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review CL Andaur Navarro, JAA Damen, T Takada, SWJ Nijman, P Dhiman, J Ma, ... BMC medical research methodology 22, 1-13, 2022 | 100 | 2022 |
| Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review P Dhiman, J Ma, CL Andaur Navarro, B Speich, G Bullock, JAA Damen, ... BMC medical research methodology 22 (1), 1-16, 2022 | 82 | 2022 |
| Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved P Dhiman, J Ma, CA Navarro, B Speich, G Bullock, JAA Damen, S Kirtley, ... Journal of clinical epidemiology 138, 60-72, 2021 | 80 | 2021 |
| Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models CLA Navarro, JAA Damen, M van Smeden, T Takada, SWJ Nijman, ... Journal of clinical epidemiology 154, 8-22, 2023 | 67 | 2023 |
| Systematic review finds “Spin” practices and poor reporting standards in studies on machine learning-based prediction models CLA Navarro, JAA Damen, T Takada, SWJ Nijman, P Dhiman, J Ma, ... Journal of Clinical Epidemiology, 2023 | 46 | 2023 |
| Risk of bias of prognostic models developed using machine learning: a systematic review in oncology P Dhiman, J Ma, CL Andaur Navarro, B Speich, G Bullock, JAA Damen, ... Diagnostic and Prognostic Research 6 (1), 13, 2022 | 36 | 2022 |
| Associations between prenatal, perinatal, and early childhood vitamin d status and risk of dental caries at 6 years CLA Navarro, O Grgic, K Trajanoska, JT Van Der Tas, F Rivadeneira, ... The Journal of Nutrition 151 (7), 1993-2000, 2021 | 31 | 2021 |
| Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques CLA Navarro, JAAG Damen, T Takada, SWJ Nijman, P Dhiman, J Ma, ... BMJ open 10 (11), e038832, 2020 | 31 | 2020 |
| Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review P Dhiman, J Ma, CLA Navarro, B Speich, G Bullock, JAA Damen, L Hooft, ... Journal of Clinical Epidemiology, 2023 | 23 | 2023 |
| Dementia prediction in the general population using clinically accessible variables: a proof-of-concept study using machine learning. The AGES-Reykjavik study EL Twait, CL Andaur Navarro, V Gudnason, YH Hu, LJ Launer, ... BMC medical informatics and decision making 23 (1), 168, 2023 | 9 | 2023 |
| SPIN-PM: a consensus framework to evaluate the presence of spin in studies on prediction models CLA Navarro, JAA Damen, M Ghannad, P Dhiman, M van Smeden, ... Journal of Clinical Epidemiology 170, 111364, 2024 | 5 | 2024 |
| Risk of bias assessments in individual participant data meta-analyses of test accuracy and prediction models: a review shows improvements are needed B Levis, KIE Snell, JAA Damen, M Hattle, J Ensor, P Dhiman, ... Journal of clinical epidemiology, 2023 | 2 | 2023 |
| INSIGHT: A Tool for Fit-for-Purpose Evaluation and Quality Assessment of Standardized Observational Data Sources for Real World Evidence on Medicine and Vaccine Safety V Hoxhaj, CLA Navarro, J Riera-Arnau, RJHJ Elbers, E Alsina, C Dodd, ... Pharmacoepidemiology and Drug Safety 34 (1), e70089, 2025 | | 2025 |
| Real‐World Evidence BRIDGE: A Tool to Connect Protocol With Code Programming AC Royo, R Elbers JHJ, D Weibel, V Hoxhaj, Z Kurkcuoglu, ... Pharmacoepidemiology and Drug Safety 33 (12), e70062, 2024 | | 2024 |
