Standardized Description of the Feature Extraction Process to Transform Raw Data Into Meaningful Information for Enhancing Data Reuse: Consensus Study

Antoine Lamer   ^{1, 2, 3} , PhD ;   Mathilde Fruchart   ¹ , MSc ;   Nicolas Paris   ³ , MSc ;   Benjamin Popoff   ⁴ , MD ;   Anaïs Payen   ¹ , PharmD ;   Thibaut Balcaen   ⁵ , MD ;   William Gacquer   ⁶ , MSc ;   Guillaume Bouzillé   ⁷ , MD, PhD ;   Marc Cuggia   ⁷ , MD, Prof Dr ;   Matthieu Doutreligne   ^{8, 9} , MSc ;   Emmanuel Chazard   ¹ , MD, Prof Dr

¹ Univ. Lille, CHU Lille, ULR 2694 - METRICS: Évaluation des Technologies de santé et des Pratiques médicales, Lille, France

² Fédération régionale de recherche en psychiatrie et santé mentale (F2RSM Psy), Hauts-de-France, Saint-André-Lez-Lille, France

³ InterHop, Rennes, France

⁴ Department of Anaesthesiology and Critical Care, Rouen University Hospital, Rouen, France

⁵ Medical Information Department, Amiens-Picardy University Hospital, Amiens, France

⁶ Digital Services Department, Amiens-Picardy University Hospital, Amiens, France

⁷ Institut national de la santé et de la recherche médicale (INSERM), LTSI-UMR 1099, Univ Rennes, CHU Rennes, Rennes, France

⁸ Mission Data, Haute Autorité de Santé, Saint-Denis, France

⁹ SoDa project team, National Institute for Research in Digital Science and Technology (INRIA), Saclay-Île de France, Gif-sur-Yvette, France