- Docente: Paola Manes
- Credits: 1
- SSD: IUS/01
- Language: English
- Teaching Mode: Traditional lectures
- Campus: Bologna
- Corso: Single cycle degree programme (LMCU) in Medicine and Surgery (cod. 8415)
Course contents
Corso di Laurea Magistrale a Ciclo Unico in MEDICINA E CHIRURGIA
sede di Bologna
a.a. 2021/2022
Programma CORSO ELETTIVO
Artificial intelligence in Medicine
and Medical Education (cod. 98099)
(3 CFU)
LEZIONI: MERC./GIOV. ORE 18-20
LUOGO: AULA MAGNA CLINICA MEDICA 'VIOLA'
PAD. 11 - Piano Primo - Sant'Orsola
Periodo: 30 marzo 2022 - 27 aprile 2022
Docente responsabile: Gastone Castellani
Periodo: 6 aprile 2022 - 18 maggio 2022
Docente responsabile: Paola Manes
Periodo: 28 aprile 2022 - 11 maggio 2022
Docente responsabile: Emanuela Marcelli
PROGRAMMA DETTAGLIATO
• 30 MARZO 2022 h 18:00 - 20:00
98101 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE: NEURAL NETWORKS, DEEP LEARNING AND THEIR APPLICATIONS IN MEDICINE (1 CFU)
Docente responsabile: Gastone Castellani
ARGOMENTO: Setting the stage (GUEST SPEAKER prof. Pierandrea De Iaco)
• 31 MARZO 2022 h 18:00 - 20:00
98101 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE: NEURAL NETWORKS, DEEP LEARNING AND THEIR APPLICATIONS IN MEDICINE (1 CFU)
Docente responsabile: Gastone Castellani
ARGOMENTO: Introduction (Gastone Castellani)
• 6 e 7 APRILE 2022 h 18:00 - 20:00
98100 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / INTRODUCTION TO ARTIFICIAL INTELLIGENCE: THE TOOLKIT FOR FUTURE-PROOF PHYSICIANS (1 CFU)
Docente responsabile: Paola Manes
ARGOMENTO:
• Explainable AI: from theory to practice
• Introduction to explainable artificial intelligence
• Theory of xAI
• Hands-on project (1.5h): shap, lime and partial dependence plot
GUEST SPEAKER: Eugenio Sologni Leithà, Gruppo Unipol
13 APRILE 2022 h 18:00 - 20:00
• 98101 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE: NEURAL NETWORKS, DEEP LEARNING AND THEIR APPLICATIONS IN MEDICINE (1 CFU)
Docente responsabile: Gastone Castellani
ARGOMENTO: AI and histopathology
• 21 APRILE 2022 h 18:00 - 20:00
98101 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE: NEURAL NETWORKS, DEEP LEARNING AND THEIR APPLICATIONS IN MEDICINE (1 CFU)
Docente responsabile: Gastone Castellani
ARGOMENTO: AI and Genomic
• 27 APRILE 2022 - 18:00 - 20:00
98101 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE: NEURAL NETWORKS, DEEP LEARNING AND THEIR APPLICATIONS IN MEDICINE (1 CFU)
Docente responsabile: Gastone Castellani
ARGOMENTO: AI and Therapy optimization
• 28 APRILE 2022 h 18:00 - 20:00
98102 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN MEDICAL DEVICES (1 CFU)
Docente responsabile: Emanuela Marcelli
ARGOMENTO: Medical Imaging
• 4 MAGGIO 2022 h 18:00 - 20:00
98102 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN MEDICAL DEVICES (1 CFU)
Docente responsabile: Emanuela Marcelli
ARGOMENTO: Medical Imaging
• 5 MAGGIO 2022 h 18:00 - 20:00
98102 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN MEDICAL DEVICES (1 CFU)
Docente responsabile: Emanuela Marcelli
ARGOMENTO: Medical Imaging
• 11 MAGGIO 2022 h 18:00 - 20:00
98102 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN MEDICAL DEVICES (1 CFU)
Docente responsabile: Emanuela Marcelli
ARGOMENTO: Big data management and security (GUEST SPEAKER: Michele Colajanni)
• 12 MAGGIO 2022 h 18:00 - 20:00
98100 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / INTRODUCTION TO ARTIFICIAL INTELLIGENCE: THE TOOLKIT FOR FUTURE-PROOF PHYSICIANS (1 CFU)
Docente responsabile: Paola Manes
ARGOMENTO: Artificial Intelligence and Machine Learning in Medical Devices
• 18 MAGGIO 2022 h 18:00 - 20:00
98100 - ARTIFICIAL INTELLIGENCE IN MEDICINE AND MEDICAL EDUCATION / INTRODUCTION TO ARTIFICIAL INTELLIGENCE: THE TOOLKIT FOR FUTURE-PROOF PHYSICIANS (1 CFU)
Docente responsabile: Paola Manes
ARGOMENTO: Ethics of AI
Office hours
See the website of Paola Manes