Giovanni Ciná - University of Amsterdam

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论文共 43 篇作者统计合作学者相似作者

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ICURE: Intensive Care Unit (ICU) Risk Evaluation for 30-Day Mortality. Developing and Evaluating a Multivariable Machine Learning Prediction Model for Patients Admitted to the General ICU in Sweden

Tobias Sioland,Araz Rawshani,Bengt Nellgard,Johan Malmgren,Jonatan Oras,Keti Dalla,Giovanni Cina,Lars Engerstrom,Fredrik Hessulf

ACTA ANAESTHESIOLOGICA SCANDINAVICAno. 10 (2024): 1379-1389

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The risks of risk assessment: causal blind spots when using prediction models for treatment decisions

Nan van Geloven,Ruth H Keogh,Wouter van Amsterdam,Giovanni Cinà,Jesse H. Krijthe,Niels Peek,Kim Luijken,Sara Magliacane,Paweł Morzywołek,Thijs van Ommen,Hein Putter,Matthew Sperrin, Junfeng Wang, Daniala L. Weir,Vanessa Didelez

arxiv（2024）

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Development and Clinical Implementation of Real-Time Decision Support Tools for ICU Discharge

P.J. Thoral,Anne de Hond, C.M. Sauer, D.P. de Bruin, M. Fornasa,Sesmu Arbous,Giovanni Cinà,P.W.G. Elbers

Journal of Critical Care (2024): 154558

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Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations

Mohammad Azizmalayeri,Ameen Abu-Hanna,Giovanni Cinà

CoRR (2024)

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Predicting Readmission or Death after Discharge from the ICU: External Validation and Retraining of a Machine Learning Model

Anne A. H. de Hond,Ilse M. J. Kant,Mattia Fornasa,Giovanni Cina,Paul W. G. Elbers,Patrick J. J. Thoral,M. Sesmu Arbous,Ewout W. W. Steyerberg

CRITICAL CARE MEDICINE（2023）

引用4浏览0EIWOS引用

Risk-based Decision Making: Estimands for Sequential Prediction under Interventions

Kim Luijken,Paweł Morzywołek,Wouter van Amsterdam,Giovanni Cinà,Jeroen Hoogland,Ruth Keogh,Jesse Krijthe,Sara Magliacane,Thijs van Ommen,Niels Peek,Hein Putter,Maarten van Smeden,Matthew Sperrin, Junfeng Wang, Daniala Weir,Vanessa Didelez,Nan van Geloven

arXiv (Cornell University) (2023)

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Intensive Care Unit Physicians' Perspectives on Artificial Intelligence-Based Clinical Decision Support Tools: Preimplementation Survey Study

Siri L. van der Meijden,Anne A. H. de Hond,Patrick J. Thoral,Ewout W. Steyerberg,Ilse M. J. Kant,Giovanni Cina,M. Sesmu Arbous

JMIR human factors（2023）

引用3浏览0WOS引用

Fixing confirmation bias in feature attribution methods via semantic match

Giovanni Cinà, Daniel Fernandez-Llaneza, Ludovico Deponte,Nishant Mishra,Tabea E. Röber,Sandro Pezzelle,Iacer Calixto,Rob Goedhart,Ş. İlker Birbil

CoRR (2023)

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When accurate prediction models yield harmful self-fulfilling prophecies

Wouter A. C. van Amsterdam,Nan van Geloven,Jesse Krijthe, Rajesh Ranganth,Giovanni Ciná

CoRR (2023)

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Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury

Izak A. R. Yasrebi-de Kom,Joanna E. Klopotowska,Dave Dongelmans,Nicolette de Keizer,Kitty J. Jager,Ameen Abu-Hanna,Giovanni Cinà

CoRR (2023)

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