Giovanni Cinà - Publications, H-index & Citations

Giovanni Cinà

university of amsterdam

11H指数

56论文数

360被引数

收录论文 11

发表时间

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

Why we do need explainable AI for healthcare 为什么我们在医疗保健领域需要可解释的AI

Diagnostic and Prognostic Research

IF2.6

2025-12-01

OAAI

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

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.

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 银屑病患者adalimumab与甲氨蝶呤差异化治疗反应的预测因子：英国皮肤科医生学会生物制剂和免疫调节剂登记研究的因果森林分析

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.

When accurate prediction models yield harmful self-fulfilling prophecies 当精确的预测模型产生有害的自我实现预言时

PATTERNS

IF7.4

2025-04-01

OAAI

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

Unmasking the chameleons: A benchmark for out-of-distribution detection in medical tabular data 揭露变色龙: 医学表格数据中分布外检测的基准

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2025-03-01

OAAI

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

Predicting Readmission or Death After Discharge From the ICU: External Validation and Retraining of a Machine Learning Model 预测ICU出院后再入院或死亡: 机器学习模型的外部验证和再训练

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.

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.

The Potential Cost-Effectiveness of a Machine Learning Tool That Can Prevent Untimely Intensive Care Unit Discharge 可以防止重症监护病房过早出院的机器学习工具的潜在成本效益

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

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.

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.

研究方向