Machine Learning for Healthcare Management
General information:
After an introductory lecture by Prof. Riccardo Bellazzi, I will hold 5 meetings on optimization and ML for healthcare management applications between March 27th and April 29th. The total duration of the course is 12 hours.
Main topics:
Machine Learning techniques: Regression, Classification, and Clustering
Linear Programming, Integer Linear Programming, and Online Optimization
Exact algorithms and metaheuristics
Application examples in operating room planning & scheduling, appointment scheduling, health facility location, and ambulance management
The course will be held in person in Italian language at Collegio Borromeo, Pavia. Booking in-person participation is needed [Google form]
Software:
Python [Download]
Gurobi [Academic Licence and Download]
Please be advised that the scheduled meeting for April 24th "Machine Learning based optimization for healthcare logistics" will now take place on April 29th at 9:00 PM.