École de l'intelligence artificielle en santé du CHUM

AI For Medical Treatment

Durée : Plus de 6 heures

Catégories :
Niveau des connaissances préalables requises en IA : Aucune connaissance préalable, Connaissances intermédiaires
Niveau des connaissances préalables requises en santé : Aucune connaissance préalable, Connaissances intermédiaires

Langue : Anglais

Accèssibilité : Accès et certification gratuit

Durée : Plus de 6 heures

Sujet : Apprentissage automatique (Machine Learning), Science des données et Intelligence artificielle (Data science & AI)

Description

AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This specialization will give you practical experience in applying machine learning to concrete problems in medicine.

Medical treatment may impact patients differently based on their existing health conditions. In this third course, you’ll recommend treatments more suited to individual patients using data from randomized control trials. In the second week, you’ll apply machine learning interpretation methods to explain the decision-making of complex machine learning models. Finally, you’ll use natural language entity extraction and question-answering methods to automate the task of labelling medical datasets.

These courses go beyond the foundations of deep learning to teach you the nuances in applying AI to medical use cases. If you are new to deep learning or want to get a deeper foundation of how neural networks work, we recommend that you take the Deep Learning Specialization.

https://www.coursera.org/learn/ai-for-medical-treatment