People

Dario Fenoglio


Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

Warning: Undefined property: stdClass::$authors in /var/opt/www/usi_inf_pc/docs/wp-content/plugins/mendeleyplugin/wp-mendeley.php on line 497

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

Dario Fenoglio received his master’s degree in biomedical engineering from Politecnico di Torino in 2022, with a thesis entitled ‘Deep learning method for prostate cancer segmentation and quantification in immunohistochemical staining’ under the supervision of Professors Massimo Salvi and Filippo Molinari. Since June 2023, he has joined the research group of Prof. Marc Langheinrich as a PhD student.

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

Dario Fenoglio, Martin Gjoreski, Marc Langheinrich (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

Dario Fenoglio, Daniel Josifovski, Alessandro Gobbetti, Mattias Formo, Hristijan Gjoreski, Martin Gjoreski, Marc Langheinrich (2023) Federated Learning for Privacy-aware Cognitive Workload Estimation, Proceedings of ACM Conference (MUM Conference'23) 1, doi:10.1145/3626705.3627783 pdf