Validation of an AI algorithm for predicting survival (overall and specific), recurrence, and therapeutic response in patients with cutaneous melanoma. Multicenter study.
Objectif(s) de la recherche et intérêt pour la santé publique
Finalité de l'étude
Objectifs poursuivis
Domaines médicaux investigués
Bénéfices attendus
Primary: Evaluate the performance of AI applied to histological images in predicting survival and therapeutic response in patients with cutaneous melanoma from multiple independent, multicenter cohorts.
Secondary : Validate the robustness and generalizability of the algorithm on melanomas from different centers and determine the impact of using AI on clinical decision-making by comparing the results with traditional evaluation methods.
Données utilisées
Catégories de données utilisées
Source de données utilisées
Autre(s) source(s) de donnée(s) mobilisée(s)
Appariement entre les sources de données mobilisées
Plateforme utilisée pour l'analyse des données
Acteurs finançant et participant à l'étude
Responsable(s) de traitement
Type de responsable de traitement 1
Responsable de traitement 1
Localisation du responsable de traitement 1
Représentant du responsable de traitement 1
Calendrier du projet
Base légale pour accéder aux données
Encadrement réglementaire
Durée de conservation aux fins du projet (en années)
2
Existence d'une prise de décision automatisée
Fondement juridique
Article 6 du RGPD (Licéité du traitement)
Article 9 du RGPD (Exception permettant de traiter des données de santé)
Transfert de données personnelles vers un pays hors UE
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Right to Deletion Data Subjects may request the deletion of their Personal Data under certain conditions, such as when the data is no longer necessary for the purposes for which it was collected or processed, or when the processing lacks a legal basis following the withdrawal of consent.
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Personal Data Portability Right Upon request, DiaDeep will facilitate the portability of Personal Data in situations where the processing is based on consent and the data was provided by the Data Subjects through online services.