Giovanni Cinà - Publications, H-index & Citations

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Giovanni Cinà

university of amsterdam

11H-index

56Paper Count

360Citation Count

Published Papers 11

Publication Date

The authors reply:

Critical Care Medicine

IF6

2026-01-06

PREAI

Azizmalayeri, Mohammad MCS; de Keizer, Nicolette F. PhD; Termorshuizen, Fabian PhD; Abu-Hanna, Ameen PhD; Cinà, Giovanni PhD

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Why we do need explainable AI for healthcare

Diagnostic and Prognostic Research

IF2.6

2025-12-01

OAAI

Cina, Giovanni; Rober, Tabea E.; Goedhart, Rob; Birbil, S. Ilker

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ICU readmission and mortality risk prediction: Generalizability of a multi-hospital model

JOURNAL OF INTENSIVE MEDICINE

IF3.3

2025-10-01

OAAI

Dam, Tariq A.; de Bruin, Daan; Cina, Giovanni; Thoral, Patrick J.; Elbers, Paul W. G.; den Uil, Corstiaan A.; Crane, Reinier F.

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Predictors of differential treatment response between adalimumab and methotrexate in psoriasis: a causal forest analysis of the British Association of Dermatologists Biologics and Immunomodulators Register

BRITISH JOURNAL OF DERMATOLOGY

IF9.6

2025-07-01

OAAI

Haw, William W. Y.; Alabas, Oras A.; Sperrin, Matthew; Cina, Giovanni; Abu-Hanna, Ameen; Warren, Richard B.

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When accurate prediction models yield harmful self-fulfilling prophecies

PATTERNS

IF7.4

2025-04-01

OAAI

van Amsterdam, Wouter A. C.; van Geloven, Nan; Krijthe, Jesse H.; Ranganath, Rajesh; Cina, Giovanni

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Unmasking the chameleons: A benchmark for out-of-distribution detection in medical tabular data

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2025-03-01

OAAI

Azizmalayeri, Mohammad; Abu-Hanna, Ameen; Cina, Giovanni

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

CRITICAL CARE MEDICINE

IF6

2022-12-16

OAAI

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

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Impact of a Machine Lear ning-Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices

JMIR MEDICAL INFORMATICS

IF3.8

2022-05-04

OAAI

Herter, Willem Ernst; Khuc, Janine; Cina, Giovanni; Knottnerus, Bart J.; Numans, Mattijs E.; Wiewel, Maryse A.; Bonten, Tobias N.; de Bruin, Daan P.; van Esch, Thamar; Chavannes, Niels H.; Verheij, Robert A.

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The Potential Cost-Effectiveness of a Machine Learning Tool That Can Prevent Untimely Intensive Care Unit Discharge

VALUE IN HEALTH

IF6

2022-03-01

OAAI

de Vos, Juliette; Visser, Laurenske A.; de Beer, Aletta A.; Fornasa, Mattia; Thoral, Patrick J.; Elbers, Paul W. G.; Cina, Giovanni

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Predictors for extubation failure in COVID-19 patients using a machine learning approach

CRITICAL CARE

IF9.3

2021-12-27

OAAI

Fleuren, Lucas M.; Dam, Tariq A.; Tonutti, Michele; de Bruin, Daan P.; Lalisang, Robbert C. A.; Gommers, Diederik; Cremer, Olaf L.; Bosman, Rob J.; Rigter, Sander; Wils, Evert-Jan; Frenzel, Tim; Dongelmans, Dave A.; de Jong, Remko; Peters, Marco; Kamps, Marlijn J. A.; Ramnarain, Dharmanand; Nowitzky, Ralph; Nooteboom, Fleur G. C. A.; de Ruijter, Wouter; Urlings-Strop, Louise C.; Smit, Ellen G. M.; Mehagnoul-Schipper, D. Jannet; Dormans, Tom; de Jager, Cornelis P. C.; Hendriks, Stefaan H. A.; Achterberg, Sefanja; Oostdijk, Evelien; Reidinga, Auke C.; Festen-Spanjer, Barbara; Brunnekreef, Gert B.; Cornet, Alexander D.; van den Tempel, Walter; Boelens, Age D.; Koetsier, Peter; Lens, Judith; Faber, Harald J.; Karakus, A.; Entjes, Robert; de Jong, Paul; Rettig, Thijs C. D.; Arbous, Sesmu; Vonk, Sebastiaan J. J.; Fornasa, Mattia; Machado, Tomas; Houwert, Taco; Hovenkamp, Hidde; Londono, Roberto Noorduijn; Quintarelli, Davide; Scholtemeijer, Martijn G.; de Beer, Aletta A.; Cina, Giovanni; Kantorik, Adam; de Ruijter, Tom; Herter, Willem E.; Beudel, Martijn; Girbes, Armand R. J.; Hoogendoorn, Mark; Thoral, Patrick J.; Elbers, Paul W. G.

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The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients

CRITICAL CARE

IF9.3

2021-08-23

OAAI

Fleuren, Lucas M.; Dam, Tariq A.; Tonutti, Michele; de Bruin, Daan P.; Lalisang, Robbert C. A.; Gommers, Diederik; Cremer, Olaf L.; Bosman, Rob J.; Rigter, Sander; Wils, Evert-Jan; Frenzel, Tim; Dongelmans, Dave A.; de Jong, Remko; Peters, Marco; Kamps, Marlijn J. A.; Ramnarain, Dharmanand; Nowitzky, Ralph; Nooteboom, Fleur G. C. A.; de Ruijter, Wouter; Urlings-Strop, Louise C.; Smit, Ellen G. M.; Mehagnoul-Schipper, D. Jannet; Dormans, Tom; de Jager, Cornelis P. C.; Hendriks, Stefaan H. A.; Achterberg, Sefanja; Oostdijk, Evelien; Reidinga, Auke C.; Festen-Spanjer, Barbara; Brunnekreef, Gert B.; Cornet, Alexander D.; van den Tempel, Walter; Boelens, Age D.; Koetsier, Peter; Lens, Judith; Faber, Harald J.; Karakus, A.; Entjes, Robert; de Jong, Paul; Rettig, Thijs C. D.; Arbous, Sesmu; Vonk, Sebastiaan J. J.; Fornasa, Mattia; Machado, Tomas; Houwert, Taco; Hovenkamp, Hidde; Noorduijn-Londono, Roberto; Quintarelli, Davide; Scholtemeijer, Martijn G.; de Beer, Aletta A.; Cina, Giovanni; Beudel, Martijn; Herter, Willem E.; Girbes, Armand R. J.; Hoogendoorn, Mark; Thoral, Patrick J.; Elbers, Paul W. G.

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Research Directions