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Giovanni Cinà
Assistant Professor, Amsterdam University Medical Center
Assistant Professor, University of Amsterdam
Joined
January 2019
Names
Giovanni Cinà
(Preferred)
,
Giovanni Cina
,
Giovanni Ciná
Emails
****@gmail.com
(Confirmed)
,
****@pacmed.nl
(Confirmed)
,
****@uva.nl
(Confirmed)
,
****@amsterdamumc.nl
(Confirmed)
Personal Links
Google Scholar
DBLP
LinkedIn
Career & Education History
Assistant Professor
Amsterdam University Medical Center
(uva.nl)
2022
–
Present
Assistant Professor
University of Amsterdam
(uva.nl)
2021
–
Present
PhD student
University of Amsterdam
(uva.nl)
2013
–
2017
MS student
University of Amsterdam
(uva.nl)
2011
–
2013
MS student
London School of Economics
(lse.ac.uk)
2010
–
2011
Advisors, Relations & Conflicts
Coworker
Ameen Abu-Hanna
2022
–
Present
PhD Advisee
Davide Tugnoli
2024
–
2028
Postdoc Advisee
Otto Nyberg
2025
–
2027
Postdoc Advisee
Juliette Ortholand
2025
–
2027
PhD Advisee
Mohammad Azizmalayeri
2023
–
2027
PhD Advisee
Sagar Nagaraj Simha
2023
–
2027
PhD Advisee
Daniel Fernández-Llaneza
2023
–
2027
PhD Advisor
Alexandru Baltag
2013
–
2017
PhD Advisor
Johan van Benthem
2013
–
2017
Expertise
Causal Inference
2020
–
Present
Medical AI
2017
–
Present
Out of Distribution Detection
2017
–
Present
Explainable AI
2017
–
Present
Modal Logic
2013
–
2017
Formal Epistemology
2013
–
2017
Publications
Semantic match: Debugging feature attribution methods in XAI for healthcare
Giovanni Cinà
,
Tabea E. Röber
,
Rob Goedhart
,
S. Ilker Birbil
2023 (modified: 24 Apr 2023)
CoRR 2023
Readers:
Everyone
Why we do need Explainable AI for Healthcare
Giovanni Cinà
,
Tabea Röber
,
Rob Goedhart
,
Ilker Birbil
2022 (modified: 19 Aug 2022)
CoRR 2022
Readers:
Everyone
Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation
Karina Zadorozhny
,
Patrick Thoral
,
Paul W. G. Elbers
,
Giovanni Cinà
2021 (modified: 19 Aug 2022)
CoRR 2021
Readers:
Everyone
Know your limits: Uncertainty estimation with ReLU classifiers fails at reliable OOD detection
Dennis Ulmer
,
Giovanni Cinà
2021 (modified: 19 Aug 2022)
UAI 2021
Readers:
Everyone
A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients
Adam Izdebski
,
Patrick J. Thoral
,
Robbert C. A. Lalisang
,
Dean M. McHugh
,
Robert Entjes
,
Nardo J. M. van der Meer
,
Dave A. Dongelmans
,
Age D. Boelens
,
Sander Rigter
,
Stefaan H. A. Hendriks
,
Remko de Jong
,
Marlijn J. A. Kamps
,
Marco Peters
,
A. Karakus
,
Diederik Gommers
,
Dharmanand Ramnarain
,
Evert-Jan Wils
,
Sefanja Achterberg
,
Ralph Nowitzky
,
Walter van den Tempel
et al. (30 additional authors not shown)
2021 (modified: 19 Aug 2022)
CoRR 2021
Readers:
Everyone
Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data
Dennis Ulmer
,
Lotta Meijerink
,
Giovanni Cinà
2020 (modified: 19 Aug 2022)
ML4H@NeurIPS 2020
Readers:
Everyone
Uncertainty estimation for classification and risk prediction in medical settings
Lotta Meijerink
,
Giovanni Ciná
,
Michele Tonutti
2020 (modified: 19 Aug 2022)
CoRR 2020
Readers:
Everyone
Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data
Dennis Ulmer
,
Lotta Meijerink
,
Giovanni Ciná
2020 (modified: 19 Aug 2022)
CoRR 2020
Readers:
Everyone
Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications
David Ruhe
,
Giovanni Ciná
,
Michele Tonutti
,
Daan de Bruin
,
Paul W. G. Elbers
2019 (modified: 19 Aug 2022)
CoRR 2019
Readers:
Everyone
Bisimulation for Conditional Modalities
Alexandru Baltag
,
Giovanni Ciná
2018 (modified: 19 Aug 2022)
Stud Logica 2018
Readers:
Everyone
View all 13 publications
Co-Authors
A. A. Rijkeboer
A. Karakus
Adam Izdebski
Age D. Boelens
Alexander D. Cornet
Alexandru Baltag
Annemieke Dijkstra
Auke C. Reidinga
Barbara Festen-Spanjer
Bram Simons
Cornelis P. C. de Jager
Daan de Bruin
Dave A. Dongelmans
David Ruhe
Dean M. McHugh
Dennis Ulmer
Dharmanand Ramnarain
Diederik Gommers
Ellen G. M. Smit
Evelien Oostdijk
Evert-Jan Wils
Fleur G. C. A. Nooteboom
Frits H. M. van Osch
Gert B. Brunnekreef
Harald J. Faber
View all 62 co-authors