The Two-Stage Ensemble Learning Model Based on Aggregated Facial Features in Screening for Fetal Genetic Diseases.

Tang, Jiajie; Han, Jin; Xie, Bingbing; Xue, Jiaxin; Zhou, Hang; Jiang, Yuxuan; Hu, Lianting; Chen, Caiyuan; Zhang, Kanghui; Zhu, Fanfan; Lu, Long

Tang, Jiajie; Han, Jin; Xie, Bingbing; Xue, Jiaxin; Zhou, Hang; Jiang, Yuxuan; Hu, Lianting; Chen, Caiyuan; Zhang, Kanghui; Zhu, Fanfan; Lu, Long.

Afiliação

Tang J; School of Information Management, Wuhan University, Wuhan 430072, China.
Han J; Institute of Pediatrics, Prenatal Diagnostic Center, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510180, China.
Xie B; Institute of Pediatrics, Prenatal Diagnostic Center, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510180, China.
Xue J; Graduate School, Guangzhou Medical University, Guangzhou 511436, China.
Zhou H; School of Information Management, Wuhan University, Wuhan 430072, China.
Jiang Y; Institute of Pediatrics, Prenatal Diagnostic Center, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510180, China.
Hu L; Graduate School, Guangzhou Medical University, Guangzhou 511436, China.
Chen C; Institute of Pediatrics, Prenatal Diagnostic Center, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510180, China.
Zhang K; Graduate School, Guangzhou Medical University, Guangzhou 511436, China.
Zhu F; Institute of Pediatrics, Prenatal Diagnostic Center, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou 510180, China.
Lu L; Medical Big Data Center, Guangdong Provincial People's Hospital, Guangzhou 510080, China.

Int J Environ Res Public Health ; 20(3)2023 01 29.

Article em En | MEDLINE | ID: mdl-36767743

Assuntos

Feto; Cuidado Pré-Natal; Gravidez; Adulto; Feminino; Adolescente; Humanos; Ultrassonografia; Face; Aprendizado de Máquina

Palavras-chave

deep learning; ensemble learning; fetal facial; fetal genetic disease; obstetrics and gynecology ultrasound

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Cuidado Pré-Natal / Feto Tipo de estudo: Diagnostic_studies / Screening_studies Limite: Adolescent / Adult / Female / Humans / Pregnancy Idioma: En Revista: Int J Environ Res Public Health Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China País de publicação: Suíça

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