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Giovanni Cinà
Giovanni Cinà
Amsterdam University Medical Center | University of Amsterdam | Pacmed
Zweryfikowany adres z amsterdamumc.nl
Tytuł
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Cytowane przez
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Trust Issues: Uncertainty Estimation Does Not Enable Reliable OOD Detection On Medical Tabular Data
D Ulmer, L Meijerink, G Cinà
Machine Learning for Health, 341-354, 2020
852020
The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients
LM Fleuren, TA Dam, M Tonutti, DP de Bruin, RCA Lalisang, D Gommers, ...
Critical Care 25, 1-12, 2021
422021
Know your limits: Uncertainty estimation with relu classifiers fails at reliable ood detection
D Ulmer, G Cinà
Uncertainty in Artificial Intelligence, 1766-1776, 2021
39*2021
Predictors for extubation failure in COVID-19 patients using a machine learning approach
LM Fleuren, TA Dam, M Tonutti, DP de Bruin, RCA Lalisang, D Gommers, ...
Critical Care 25, 1-10, 2021
342021
Predicting readmission or death after discharge from the icu: External validation and retraining of a machine learning model
AAH de Hond, IMJ Kant, M Fornasa, G Cinà, PWG Elbers, PJ Thoral, ...
Critical Care Medicine 51 (2), 291-300, 2023
322023
The Potential Cost-Effectiveness of a Machine Learning Tool That Can Prevent Untimely Intensive Care Unit Discharge
J de Vos, LA Visser, AA de Beer, M Fornasa, PJ Thoral, PWG Elbers, ...
Value in Health 25 (3), 359-367, 2022
272022
Why we do need Explainable AI for Healthcare
G Cinà, T Röber, R Goedhart, I Birbil
arXiv preprint arXiv:2206.15363, 2022
242022
Out-of-distribution detection for medical applications: Guidelines for practical evaluation
K Zadorozhny, P Thoral, P Elbers, G Cinà
Multimodal AI in healthcare: A paradigm shift in health intelligence, 137-153, 2022
222022
Proving classical theorems of social choice theory in modal logic
G Ciná, U Endriss
Autonomous Agents and Multi-Agent Systems 30, 963-989, 2016
212016
Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications
D Ruhe, G Cinà, M Tonutti, D de Bruin, P Elbers
arXiv preprint arXiv:1906.08619, 2019
182019
Intensive Care Unit Physicians’ Perspectives on Artificial Intelligence–Based Clinical Decision Support Tools: Preimplementation Survey Study
SL van der Meijden, AAH de Hond, PJ Thoral, EW Steyerberg, IMJ Kant, ...
JMIR Human Factors 10, e39114, 2023
172023
Bisimulation for conditional modalities
A Baltag, G Ciná
Studia Logica 106, 1-33, 2018
162018
Uncertainty estimation for classification and risk prediction on medical tabular data
L Meijerink, G Cinà, M Tonutti
arXiv preprint arXiv:2004.05824, 2020
14*2020
A Syntactic Proof of Arrow's Theorem in a Modal Logic of Social Choice Functions
G Ciná, U Endriss
Proceedings of the 2015 International Conference on Autonomous Agents and …, 2015
132015
Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices
WE Herter, J Khuc, G Cinà, BJ Knottnerus, ME Numans, MA Wiewel, ...
JMIR Medical Informatics 10 (5), e27795, 2022
122022
When accurate prediction models yield harmful self-fulfilling prophecies
WAC van Amsterdam, N van Geloven, JH Krijthe, R Ranganath, G Ciná
arXiv preprint arXiv:2312.01210, 2023
82023
Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data …
LM Fleuren, M Tonutti, DP de Bruin, RCA Lalisang, TA Dam, D Gommers, ...
Intensive care medicine experimental 9, 1-15, 2021
72021
Semantic match: Debugging feature attribution methods in XAI for healthcare
G Cina, TE Rober, R Goedhard, SI Birbil
Conference on Health, Inference, and Learning, 182-190, 2023
42023
Categories for the working modal logician
G Cinà
Ph. D. thesis, Institute for Logic, Language and Computation, University of …, 2017
42017
Risk‐Based Decision Making: Estimands for Sequential Prediction Under Interventions
K Luijken, P Morzywołek, W van Amsterdam, G Cinà, J Hoogland, ...
Biometrical Journal 66 (8), e70011, 2024
22024
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