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Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study

BACKGROUND: Mood disorder has emerged as a serious concern for public health; in particular, bipolar disorder has a less favorable prognosis than depression. Although prompt recognition of depression conversion to bipolar disorder is needed, early prediction is challenging due to overlapping symptom...

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Detalles Bibliográficos
Autores principales: Lee, Dong Yun, Choi, Byungjin, Kim, Chungsoo, Fridgeirsson, Egill, Reps, Jenna, Kim, Myoungsuk, Kim, Jihyeong, Jang, Jae-Won, Rhee, Sang Youl, Seo, Won-Woo, Lee, Seunghoon, Son, Sang Joon, Park, Rae Woong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10401196/
https://www.ncbi.nlm.nih.gov/pubmed/37471130
http://dx.doi.org/10.2196/46165