Catherine Aftandilian

Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine

Lin Guo, Stephen Pfohl, Jason Fries et al. · Scientific Reports · 2022 · 89 citations · Full text

Computing, Data Science, Health Informatics +17

Molecular and phenotypic diversity of <I>CBL</I>-mutated juvenile myelomonocytic leukemia

Anna Hecht, Julia A. Meyer, Astrid Behnert et al. · Haematologica · 2020 · 47 citations · Full text

Medicine, Hematology, Oncology +17

A multi-center study on the adaptability of a shared foundation model for electronic health records

Lin Guo, Jason Fries, Ethan Steinberg et al. · npj Digital Medicine · 2024 · 44 citations · Full text

Computing, Biomedical Informatics, Health Informatics +14

Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare

Lin Lawrence Guo, Keith Morse, Catherine Aftandilian et al. · BMC Medical Informatics and Decision Making · 2024 · 26 citations · Full text

Computing, Biomedical Informatics, Health Informatics +15

Multisite external validation of a risk prediction model for the diagnosis of blood stream infections in febrile pediatric oncology patients without severe neutropenia

Adam J. Esbenshade, Zhiguo Zhao, Catherine Aftandilian et al. · Cancer · 2017 · 23 citations · Full text

Medicine, Infectious Diseases, Pediatrics +13