Stanford Seminar - Deep Learning for Medical Diagnoses
YouTube
60 Cours
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Aperçu
Séminaire de Stanford - Apprentissage Profond pour Diagnostiques Médicaux
Ce cours vise à enseigner aux apprenants l'application de l'apprentissage profond dans les diagnostics médicaux. Les résultats d'apprentissage incluent la compréhension des procédures diagnostiques cliniques traditionnelles, l'utilisation des cadres de machine learning, la détection des anomalies dans les images médicales telles que les radiographies, l'interprétation des résultats diagnostiques et l'exploration du futur du support diagnostique avec l'intelligence artificielle.
Le cours couvre des sujets essentiels tels que la détection des arythmies, le monitoring continu, les architectures de réseau comme les réseaux résiduels et les Wide ResNets, et les défis de la détection automatisée dans le domaine médical. La méthode d'enseignement implique des conférences complètes sur divers sujets d'apprentissage profond liés aux diagnostics médicaux.
Ce cours est destiné aux professionnels de la santé, data scientists, chercheurs et à toute personne intéressée par l'intersection de l'intelligence artificielle et de la santé.
Université : Université de Stanford
Fournisseur : YouTube
Catégories : Cours de Santé, Cours d'Apprentissage Profond