98100 - INTRODUCTION TO ARTIFICIAL INTELLIGENCE: THE TOOLKIT FOR FUTURE-PROOF PHYSICIANS

Contenuti

Corso di Laurea Magistrale a Ciclo Unico in MEDICINA E CHIRURGIA
sede di Bologna
a.a. 2023/2024

Programma CORSO ELETTIVO
Artificial intelligence in Medicine
and Medical Education (cod. 98099)
(3 CFU) 

PROGRAMMA DETTAGLIATO

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 

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

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


• 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

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

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

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

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

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

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 

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

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

Orario di ricevimento

Consulta il sito web di Paola Manes