Jose Posada
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine
2022 · 85 Zit. · Scientific Reports
Systematic Review of Approaches to Preserve Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine
2021 · 80 Zit. · Applied Clinical Informatics
A multi-center study on the adaptability of a shared foundation model for electronic health records
2024 · 42 Zit. · npj Digital Medicine
Evaluation of Feature Selection Methods for Preserving Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine
2023 · 16 Zit. · Methods of Information in Medicine
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks
2023 · 11 Zit. · Journal of the American Medical Informatics Association
Evaluation of Domain Generalization and Adaptation on Improving Model Robustness to Temporal Dataset Shift in Clinical Medicine
2021 · 10 Zit. · medRxiv
Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study
2022 · 8 Zit. · JMIR Medical Informatics
A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records
2023 · 2 Zit. · arXiv (Cornell University)