I am currently an associate professor (formerly a Ramón
y Cajal researcher) at CS / UPC,
and part of the SOCO
SGR Research Group
and the IDEAI
Research Center. Member of the CIBER-BBN,
and the IEEE-CIS
Data Mining and Big Data Analytics Technical
in which I am Chair of the Task
Force on Medical Data Analysis
and a member of the
Explainable Machine Learning (EXML) Task Force.
Member of the Editorial Boards of PLoS ONE
coordinator at Escola Superior d’Enginyeries
Industrial, Aeroespacial i Audiovisual de Terrassa
organized the WSOM+2019 Conference in Barcelona, Spain
(June 26-28, 2019).
Recent invited talks:
1st Industrial Conference on
AI and Health (ICAIH 2019), Milano, Italy, 2019:
Tales about the Application of AI in
on the Impact of Artificial Intelligence in
(UPF, Barcelona, Spain), 2019:
"Interpretability, explainability, and
rigurous validation of AI tools for clinical
for Dialysis Meeting: Artificial
Bellvitge University Hospital (Barcelona, Spain),
beasts: societal challenges of AI and ML
in medicine" (youtube
conference special sessions/workshops
you might want to know about:
ESANN 2021 (virtual
event) "Interpretable Models in Machine Learning and
Explainable Artificial Intelligence"
Some past special
2021 (virtual event) "Transparent
and Explainable Artificial
Intelligence (XAI) for Health"
2020 (Glasgow, Scotland, UK) "Explainable
2019 (Budapest, Hungary) "Explainable
2019 (Manchester, UK) "Machine
Learning in Healthcare"
2019 (Bruges, Belgium) "Societal
Issues in Machine Learning: When Learning
from Data is Not Enough"
2018 (Bruges, Belgium) "Deep
Learning in Bioinformatics and Medicine",
2018 (Granada, Spain) "Interpretable
Models in Biomedicine and Bioinformatics",
2017 (Anchorage, Alaska,
USA) "Machine Learning for Enhancing
Biomedical Data Analysis", and
2017 (Long Beach, CA, USA) "Transparent
and interpretable Machine
Learning in Safety Critical Environments"