98101 - ARTIFICIAL INTELLIGENCE: NEURAL NETWORKS, DEEP LEARNING AND THEIR APPLICATIONS IN MEDICINE

Academic Year 2023/2024

  • Teaching Mode: Traditional lectures
  • Campus: Bologna
  • Corso: Single cycle degree programme (LMCU) in Medicine and Surgery (cod. 8415)

Learning outcomes

Basics of artificial intelligence and neural network in Medicine

Course contents

0. Introduction to AI in medicine

1. Supervised, unsupervised and semi-supervised learning rules

2. Neural networks and Deep learning

3. Development environments

4. Applications to selected medical problems

Readings/Bibliography

Lecture notes and selected articles

Teaching methods

Lectures and PC practical activity

Assessment methods

Short research project and article reading

Teaching tools

Slides of the lessons and software distributed, or made available to students via github

Office hours

See the website of Gastone Castellani

SDGs

Good health and well-being Quality education Gender equality Industry, innovation and infrastructure

This teaching activity contributes to the achievement of the Sustainable Development Goals of the UN 2030 Agenda.