- Docente: Gastone Castellani
- Credits: 2
- SSD: FIS/07
- Language: English
- Moduli: Gastone Castellani (Modulo 1) Claudia Sala (Modulo 2)
- Teaching Mode: Traditional lectures (Modulo 1) Traditional lectures (Modulo 2)
- Campus: Bologna
- Corso: Single cycle degree programme (LMCU) in Medicine and Surgery (cod. 5904)
Learning outcomes
Basic of Artificial Intelligence in Medicine with selected examples: medical and histopathological imaging, genomics and multi-omics.
Course contents
0. Introduction to the utility of AI in medicine
1. Supervised, unsupervised and semi-supervised learning rules
2. Neural networks and Deep learning
3. Development environments
4. Privacy and ethics issues for biomedical data
5. Applications to selected medical problems
Readings/Bibliography
Lecture notes and selected articles
Teaching methods
Frontal lessons and PC exercises
Assessment methods
Written report on a selected topic.
Students with learning disorders and\or temporary or permanent disabilities: please, contact the office responsible (https://site.unibo.it/studenti-con-disabilita-e-dsa/en/for-students) as soon as possible so that they can propose acceptable adjustments. The request for adaptation must be submitted in advance (15 days before the exam date) to the lecturer, who will assess the appropriateness of the adjustments, taking into account the teaching objectives.
Teaching tools
Lecture slides and distributed software, or made available to students via github
Office hours
See the website of Gastone Castellani
See the website of Claudia Sala
SDGs




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