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 | 61 | 2020 |
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 | 35 | 2021 |
Know your limits: Uncertainty estimation with relu classifiers fails at reliable ood detection D Ulmer, G Cinà Uncertainty in Artificial Intelligence, 1766-1776, 2021 | 31* | 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 | 25 | 2021 |
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 | 20 | 2022 |
Proving classical theorems of social choice theory in modal logic G Ciná, U Endriss Autonomous Agents and Multi-Agent Systems 30, 963-989, 2016 | 19 | 2016 |
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 | 15 | 2019 |
Why we do need Explainable AI for Healthcare G Cinà, T Röber, R Goedhart, I Birbil arXiv preprint arXiv:2206.15363, 2022 | 14 | 2022 |
Bisimulation for conditional modalities A Baltag, G Ciná Studia Logica 106, 1-33, 2018 | 14 | 2018 |
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 | 13 | 2023 |
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 | 13 | 2015 |
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 | 12 | 2022 |
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 | 9 | 2023 |
Uncertainty estimation for classification and risk prediction on medical tabular data L Meijerink, G Cinà, M Tonutti arXiv preprint arXiv:2004.05824, 2020 | 7* | 2020 |
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 | 6 | 2022 |
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 | 6 | 2021 |
Categories for the working modal logician G Cinà Ph. D. thesis, Institute for Logic, Language and Computation, University of …, 2017 | 4 | 2017 |
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 | 2 | 2023 |
A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients A Izdebski, PJ Thoral, RCA Lalisang, DM McHugh, D Gommers, ... arXiv preprint arXiv:2109.06707, 2021 | 2 | 2021 |
On the connection between the categorical and the modal logic approaches to Quantum Mechanics G Cina ILLC, 2013 | 2 | 2013 |