Monica Bianchini
University of Siena - Dipartimento di Ingegneria dell'Informazione e Scienze Matematiche Giovanna Maria Dimitri
University of Siena - Dipartimento di Ingegneria dell'Informazione e Scienze Matematiche
Course Type
Type B
Calendar
September 25 h. 9-13
September 26 h. 10-13
September 27 h. 10-13
September 28 h. 10-13
September 29 h. 10-13
Aula 103
The course will be accessible only in presence
Room
Program
The course will present some neural networks approaches for generating data with a focus on
biomedical applications. Indeed, one of the main problems in this ambit is often the lack of large
dataset for training deep models. In particular, we will show how generating synthetic data can
help in automatic analysis of X-ray, NMR, MRI and also natural medical images. On the other
hand, generative graph neural networks can also be used for the purpose of drug design and
repurposing, and, more generally, for genetic engineering.
