A federated approach to identify women with early-stage cervical cancer at low risk of lymph node metastases
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Abstract
Lymph node metastases (pN+) in presumed early-stage cervical cancer negatively impact prognosis. Using federated learning, we aimed to develop a tool to identify a group of women at low risk of pN+, to guide the shared decision-making process concerning the extent of lymph node dissection.Women with cervical cancer between 2005...
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Uterine Cervical Neoplasms/surgery , Federated learning , Uterine Cervical Neoplasms , Radboudumc 17: Women's cancers Gynaecology , Hysterectomy , Lymph Nodes/surgery , Gynaecology - Radboud University Medical Center , Risk factors , SDG 3 - Good Health and Well-being , Lymphatic Metastasis , Lymphatic Metastasis/pathology , Cervical cancer , Humans , Lymph Node Excision , Female , Lymph Nodes , Lymph node metastases , Retrospective Studies , Neoplasm Staging