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

• Үндсэн зохиолчид: Dong Yun Lee (Зохиогч), Byungjin Choi (Зохиогч), Chungsoo Kim (Зохиогч), Egill Fridgeirsson (Зохиогч), Jenna Reps (Зохиогч), Myoungsuk Kim (Зохиогч), Jihyeong Kim (Зохиогч), Jae-Won Jang (Зохиогч), Sang Youl Rhee (Зохиогч), Won-Woo Seo (Зохиогч), Seunghoon Lee (Зохиогч), Sang Joon Son (Зохиогч), Rae Woong Park (Зохиогч)
• Формат: Ном
• Хэвлэсэн: JMIR Publications, 2023-07-01T00:00:00Z.
• Нөхцлүүд: article
• Онлайн хандалт: Connect to this object online.

BackgroundMood 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 symptoms....