A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis.

Yang, Fangyuan; Wang, Kang; Sun, Lisha; Zhai, Mengjiao; Song, Jiejie; Wang, Hong

Yang, Fangyuan; Wang, Kang; Sun, Lisha; Zhai, Mengjiao; Song, Jiejie; Wang, Hong.

Afiliação

Yang F; Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, 454000, Henan, China.
Wang K; Autobio Labtec Instruments Co. Ltd., Zhengzhou, 450016, Henan, China.
Sun L; Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, 454000, Henan, China.
Zhai M; Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, 454000, Henan, China.
Song J; Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, 454000, Henan, China.
Wang H; Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, 454000, Henan, China. hongwang197408@outlook.com.

BMC Med Inform Decis Mak ; 22(1): 344, 2022 12 29.

Article em En | MEDLINE | ID: mdl-36581862

Assuntos

Aborto Induzido; Aborto Retido; Feminino; Humanos; Gravidez; Algoritmos; Aprendizado de Máquina; Algoritmo Florestas Aleatórias; Árvores de Decisões

Palavras-chave

Data sampling; Decision tree; Ensemble algorithm; Imbalanced medical data

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aborto Induzido / Aborto Retido Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Female / Humans / Pregnancy Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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