José Castela Forte

Identifying and characterizing high-risk clusters in a heterogeneous ICU population with deep embedded clustering

José Castela Forte, Galiya Yeshmagambetova, Maureen L. van der Grinten et al. · Scientific Reports · 2021 · 57 citations · Full text

Computing, Computer Science, Health Informatics +15

Comparison of Machine Learning Models Including Preoperative, Intraoperative, and Postoperative Data and Mortality After Cardiac Surgery

José Castela Forte, Galiya Yeshmagambetova, Maureen L. van der Grinten et al. · JAMA Network Open · 2022 · 43 citations · Full text

Medicine, Perioperative Medicine, Surgery +17

Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies

Renske Wiersema, José Castela Forte, Thomas Kaufmann et al. · Journal of Visualized Experiments · 2019 · 20 citations · Full text

Medicine, Clinical Sciences, Critical Care Medicine +7

Deep embedded clustering generalisability and adaptation for integrating mixed datatypes: two critical care cohorts

Jip W T M de Kok, Frank van Rosmalen, Jacqueline Koeze et al. · Scientific Reports · 2024 · 20 citations · Full text

Computing, Data Science, Health Informatics +10

Effective questionnaire-based prediction models for type 2 diabetes across several ethnicities: a model development and validation study

Michail Kokkorakis, Pytrik Folkertsma, Sipko van Dam et al. · EClinicalMedicine · 2023 · 13 citations · Full text

Public Health, Biostatistics, Health Sciences +16