A framework for validating AI in precision medicine: considerations from the European ITFoC consortium.

Autor: Tsopra R; Centre de Recherche Des Cordeliers, Inserm, Université de Paris, Sorbonne Université, 75006, Paris, France. rosy.tsopra@nhs.net.; Inria, HeKA, Inria Paris, France. rosy.tsopra@nhs.net.; Department of Medical Informatics, Hôpital Européen Georges-Pompidou, AP-HP, Paris, France. rosy.tsopra@nhs.net.; Univ Rennes, CHU Rennes, Inserm, LTSI - UMR 1099, 35000, Rennes, France. rosy.tsopra@nhs.net., Fernandez X; Institut Curie, 25 Rue d'Ulm, 75005, Paris, France., Luchinat C; Centro Risonanze Magnetiche - CERM/CIRMMP and Department of Chemistry, University of Florence, 50019, Sesto Fiorentino (Florence), Italy., Alberghina L; Department of Biotechnology and Biosciences, University of Milano Bicocca and ISBE-Italy/SYSBIO - Candidate National Node of Italy for ISBE, Research Infrastructure for Systems Biology Europe, Milan, Italy., Lehrach H; Max Planck Institute for Molecular Genetics, Berlin, Germany.; Alacris Theranostics GmbH, Berlin, Germany., Vanoni M; Department of Biotechnology and Biosciences, University of Milano Bicocca and ISBE-Italy/SYSBIO - Candidate National Node of Italy for ISBE, Research Infrastructure for Systems Biology Europe, Milan, Italy., Dreher F; Alacris Theranostics GmbH, Berlin, Germany., Sezerman OU; School of Medicine Biostatistics and Medical Informatics Dept., Acibadem University, Istanbul, Turkey., Cuggia M; Univ Rennes, CHU Rennes, Inserm, LTSI - UMR 1099, 35000, Rennes, France., de Tayrac M; Univ Rennes, Department of Molecular Genetics and Genomics, CHU Rennes, IGDR-UMR6290, CNRS, 35000, Rennes, France., Miklasevics E; RSU Institute of Oncology, Dzirciema str. 16, Riga, 1010, Latvia., Itu LM; Transilvania University of Brasov, Brasov, Romania., Geanta M; Centre for Innovation in Medicine, Bucharest, Romania., Ogilvie L; Max Planck Institute for Molecular Genetics, Berlin, Germany.; Alacris Theranostics GmbH, Berlin, Germany., Godey F; INSERM U1242 « Chemistry, Oncogenesis Stress Signaling », Université de Rennes, 35042, CEDEX, Rennes, France.; Centre de Lutte Contre Le Cancer Eugène Marquis, CRB Santé (BRIF Number: BB-0033-00056), 35042, CEDEX, Rennes, France., Boldisor CN; Transilvania University of Brasov, Brasov, Romania., Campillo-Gimenez B; Univ Rennes, CLCC Eugène Marquis, INSERM, LTSI - UMR 1099, 35000, Rennes, France., Cioroboiu C; Centre for Innovation in Medicine, Bucharest, Romania., Ciusdel CF; Transilvania University of Brasov, Brasov, Romania., Coman S; Transilvania University of Brasov, Brasov, Romania., Hijano Cubelos O; Institut Curie, 25 Rue d'Ulm, 75005, Paris, France., Itu A; Transilvania University of Brasov, Brasov, Romania., Lange B; Alacris Theranostics GmbH, Berlin, Germany., Le Gallo M; INSERM U1242 « Chemistry, Oncogenesis Stress Signaling », Université de Rennes, 35042, CEDEX, Rennes, France.; Centre de Lutte Contre Le Cancer Eugène Marquis, CRB Santé (BRIF Number: BB-0033-00056), 35042, CEDEX, Rennes, France., Lespagnol A; Department of Molecular Genetics and Genomics, CHU Rennes, 35000, Rennes, France., Mauri G; Department of Informatics, Systems and Communication, University of Milano Bicocca and ISBE-Italy/SYSBIO - Candidate National Node of Italy for ISBE, Research Infrastructure for Systems Biology Europe, Milan, Italy., Soykam HO; EPIGENETICS Inc. BUDOTEK, Istanbul, Turkey., Rance B; Centre de Recherche Des Cordeliers, Inserm, Université de Paris, Sorbonne Université, 75006, Paris, France.; Inria, HeKA, Inria Paris, France.; Department of Medical Informatics, Hôpital Européen Georges-Pompidou, AP-HP, Paris, France., Turano P; Centro Risonanze Magnetiche - CERM/CIRMMP and Department of Chemistry, University of Florence, 50019, Sesto Fiorentino (Florence), Italy., Tenori L; Centro Risonanze Magnetiche - CERM/CIRMMP and Department of Chemistry, University of Florence, 50019, Sesto Fiorentino (Florence), Italy., Vignoli A; Centro Risonanze Magnetiche - CERM/CIRMMP and Department of Chemistry, University of Florence, 50019, Sesto Fiorentino (Florence), Italy., Wierling C; Alacris Theranostics GmbH, Berlin, Germany., Benhabiles N; Direction de La Recherche Fondamentale (DRF), CEA, Université Paris-Saclay, 91191, Gif-sur-Yvette, France., Burgun A; Centre de Recherche Des Cordeliers, Inserm, Université de Paris, Sorbonne Université, 75006, Paris, France.; Inria, HeKA, Inria Paris, France.; Department of Medical Informatics, Hôpital Européen Georges-Pompidou, AP-HP, Paris, France.; PaRis Artificial Intelligence Research InstitutE (Prairie), Paris, France.

Publikováno v: BMC medical informatics and decision making [BMC Med Inform Decis Mak] 2021 Oct 02; Vol. 21 (1), pp. 274. Date of Electronic Publication: 2021 Oct 02.