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Methodological innovations to advance substance use disorder research: Proceedings of a NIDA workshop on target trial emulation and translational testing of digital health tools2026 Journal of Substance Use and Addiction Treatment article Mathematics Advanced Causal Inference Techniques Open access
Luke Hall, Julie Marie Donohue, Marc R. Larochelle, Rebecca C. Rossom, Xiaoming Wang, Majid Afshar, +11 more
0citations -
Prediction or causality? A scoping review of their conflation within current observational research2021 European Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Chava L. Ramspek, Ewout Willem Steyerberg, Richard D Riley, Frits Richard Rosendaal, Olaf M. Dekkers, Friedo Wilhelm Dekker, +1 more
126citations -
Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Mary Ann E. Binuya, Ellen G. Engelhardt, Winnie Schats, Marjanka K. Schmidt, Ewout Willem Steyerberg
233citations -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations -
The untapped potential of Bayesian region of practical equivalence for assessing null effects in multi-domain research2025 Building and Environment article Mathematics Statistical Methods and Bayesian Inference Open access
Jian Pan, Rania Christoforou, Lucy Nives Wiedermann, Marcel Schweiker
7citations -
A Systematic Review of Tensor analysis models for high-dimensional computer vision tasks: Methods, Architectures, and Future Research DirectionsHigh-dimensional computer vision tasks such as hyperspectral imaging, video understanding, 3D reconstruction, a0citations
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Methodological Challenges of Emulating a Target Trial to Assess Effectiveness of Timing of PCSK9 Inhibitor Treatment Initiation Post Myocardial Infarction2026 Pharmacoepidemiology and Drug Safety article Mathematics Advanced Causal Inference Techniques Open access
Thomas Cars, Stefan Gustafsson, Queenie M Chan, Nafeesa N Dhalwani, Shia T. Kent, Chris P Gale, +7 more
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Larger sample sizes are needed when developing a clinical prediction model using machine learning in oncology: methodological systematic review2025 Journal of Clinical Epidemiology review Mathematics Statistical Methods in Epidemiology Open access
Biruk Tsegaye, Kym I E Snell, Lucinda Archer, Shona Kirtley, Richard D Riley, Matthew Sperrin, +3 more
34citations