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Cohort profile for development of machine learning models to predict healthcare-related adverse events (Demeter): clinical objectives, data requirements for modelling and overview of data set for 2016-2018.
Artemova S, von Schenck U, Fa R, Stoessel D, Nowparast Rostami H, Madiot PE, Januel JM, Pagonis D, Landelle C, Gallouche M, Cancé C, Olive F, Moreau-Gaudry A, Prieur S, Bosson JL. Artemova S, et al. Among authors: stoessel d. BMJ Open. 2023 Aug 17;13(8):e070929. doi: 10.1136/bmjopen-2022-070929. BMJ Open. 2023. PMID: 37591641 Free PMC article. Review.
Early prediction of in-hospital mortality utilizing multivariate predictive modelling of electronic medical records and socio-determinants of health of the first day of hospitalization.
Stoessel D, Fa R, Artemova S, von Schenck U, Nowparast Rostami H, Madiot PE, Landelle C, Olive F, Foote A, Moreau-Gaudry A, Bosson JL. Stoessel D, et al. BMC Med Inform Decis Mak. 2023 Nov 13;23(1):259. doi: 10.1186/s12911-023-02356-4. BMC Med Inform Decis Mak. 2023. PMID: 37957690 Free PMC article.
Metabolomic Profiles for Primary Progressive Multiple Sclerosis Stratification and Disease Course Monitoring.
Stoessel D, Stellmann JP, Willing A, Behrens B, Rosenkranz SC, Hodecker SC, Stürner KH, Reinhardt S, Fleischer S, Deuschle C, Maetzler W, Berg D, Heesen C, Walther D, Schauer N, Friese MA, Pless O. Stoessel D, et al. Front Hum Neurosci. 2018 Jun 4;12:226. doi: 10.3389/fnhum.2018.00226. eCollection 2018. Front Hum Neurosci. 2018. PMID: 29915533 Free PMC article.