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Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning.
Han, Fangfang; Yan, Linkai; Chen, Junxin; Teng, Yueyang; Chen, Shuo; Qi, Shouliang; Qian, Wei; Yang, Jie; Moore, William; Zhang, Shu; Liang, Zhengrong.
Afiliação
  • Han F; School of Biomedical Engineering, Southern Medical University, Guangzhou, Guangdong, 510515, People's Republic of China.
  • Yan L; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, Liaoning, 110169, People's Republic of China.
  • Chen J; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, Liaoning, 110169, People's Republic of China.
  • Teng Y; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, Liaoning, 110169, People's Republic of China.
  • Chen S; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, Liaoning, 110169, People's Republic of China.
  • Qi S; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, Liaoning, 110169, People's Republic of China.
  • Qian W; College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, Liaoning, 110169, People's Republic of China.
  • Yang J; College of Engineering, University of Texas at El Paso, El Paso, TX, 79968, USA. wqian@utep.edu.
  • Moore W; Department of Family, Population and Preventive Medicine, Stony Brook University, Stony Brook, NY, 11794, USA.
  • Zhang S; Department of Radiology, Stony Brook University, Stony Brook, NY, 11794, USA.
  • Liang Z; Department of Radiology, Stony Brook University, Stony Brook, NY, 11794, USA.
J Digit Imaging ; 33(3): 685-696, 2020 06.
Article em En | MEDLINE | ID: mdl-32144499
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Nódulo Pulmonar Solitário / Neoplasias Pulmonares Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Digit Imaging Assunto da revista: DIAGNOSTICO POR IMAGEM / INFORMATICA MEDICA / RADIOLOGIA Ano de publicação: 2020 Tipo de documento: Article
Texto completo
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Nódulo Pulmonar Solitário / Neoplasias Pulmonares Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Digit Imaging Assunto da revista: DIAGNOSTICO POR IMAGEM / INFORMATICA MEDICA / RADIOLOGIA Ano de publicação: 2020 Tipo de documento: Article