Diagnostic and prognostic research

Counterfactual prediction from machine learning models: transportability and joint analysis for model development and evaluation using multi-source data.

Pub Date : 2025-10-02 DOI: 10.1186/s41512-025-00201-y Sarah C Voter, Issa J Dahabreh, Christopher B Boyer, Habib Rahbar, Despina Kontos, Jon A Steingrimsson

Predicting venous thromboembolism among hospitalized adults: a protocol for development and validation of an implementable real-time prognostic model.

Pub Date : 2025-09-08 DOI: 10.1186/s41512-025-00205-8 Henry J Domenico, Benjamin F Tillman, Shari L Just, Yeji Ko, Amanda S Mixon, Asli Weitkamp, Jonathan S Schildcrout, Colin Walsh, Thomas Ortel, Benjamin French

Development and internal validation of a prediction model for post-COVID-19 condition 2 years after infection-results of the CORFU study.

Pub Date : 2025-09-01 DOI: 10.1186/s41512-025-00203-w Dorthe Odyl Klein, Nick Wilmes, Sophie F Waardenburg, Gouke J Bonsel, Erwin Birnie, Marieke Sjn Wintjens, Stella Cm Heemskerk, Emma Bnj Janssen, Chahinda Ghossein-Doha, Michiel C Warlé, Lotte Mc Jacobs, Bea Hemmen, Jeanine A Verbunt, Bas Ct van Bussel, Susanne van Santen, Bas Ljh Kietselaer, Gwyneth Jansen, Folkert W Asselbergs, Marijke Linschoten, Juanita A Haagsma, S M J van Kuijk