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Long short-term memory model - A deep learning approach for medical data with irregularity in cancer predication with tumor markers.
Wu, Xiaoxing; Wang, Hsin-Yao; Shi, Peichang; Sun, Rong; Wang, Xiaolin; Luo, Zhixiao; Zeng, Fanling; Lebowitz, Michael S; Lin, Wan-Ying; Lu, Jang-Jih; Scherer, Richard; Price, Olivia; Wang, Ziwei; Zhou, Jiming; Wang, Yonghong.
Afiliação
  • Wu X; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
  • Wang HY; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, 33305, Taiwan; PhD Program in Biomedical Engineering, Chang Gung University, Taoyuan City, 33301, Taiwan.
  • Shi P; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; University of Maryland, Baltimore County, MD, 20723, USA.
  • Sun R; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
  • Wang X; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
  • Luo Z; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
  • Zeng F; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
  • Lebowitz MS; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA.
  • Lin WY; Syu Kang Sport Clinic, Taipei, 11217, Taiwan.
  • Lu JJ; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA; Department of Laboratory Medicine, Chang Gung Memorial Hospital at Linkou, Taoyuan City, 33305, Taiwan.
  • Scherer R; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA.
  • Price O; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA.
  • Wang Z; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Department of Gastrointestinal Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
  • Zhou J; 20/20 GeneSystems, Inc, Gaithersburg, MD 20877, USA. Electronic address: jzhou@2020gene.com.
  • Wang Y; The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China; Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. Electronic address: wyh0232983@163.com.
Comput Biol Med ; 144: 105362, 2022 05.
Article em En | MEDLINE | ID: mdl-35299045
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / Neoplasias Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Comput Biol Med Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / Neoplasias Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Comput Biol Med Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China