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Università della Svizzera italiana (USI)
Faculty of Informatics (D2.03)
Via G. Buffi 13
6900 Lugano, Switzerland
phone:
email: dario.fenoglio@usi.ch
About me
His research field mainly focuses on the development of explainable machine learning and deep learning methods, combined with federated learning techniques to ensure data privacy in healthcare
Education
PhD in Informatics (2022-)
Università della Svizzera Italiana (USI)
Currently pursuing under the supervision of prof. Marc Langheinrich, in the group lead by him and Prof. Silvia Santini
M.Eng. in Biomedical Engineering (2019-2022)
Politecnico di Torino, Turin, Italy
M.Eng. thesis title: “Deep learning method for prostate cancer segmentation and quantification in immunohistochemical staining”
Publications
2023
(2023) A Federated Unsupervised Personalisation for Cognitive
Workload Estimation, Proceedings of ACM Conference (MUM Conference'23), Lugano: MDPI AG, doi:10.1145/3626705.3631796 pdf
(2023) Federated Learning for Privacy-aware Cognitive Workload Estimation, Proceedings of ACM Conference (MUM Conference'23) 1, doi:10.1145/3626705.3627783 pdf