Lymph node detection in CT scans using modified U-Net with residual learning and 3D deep network.

Manjunatha, Yashwanth; Sharma, Vanshali; Iwahori, Yuji; Bhuyan, M K; Wang, Aili; Ouchi, Akira; Shimizu, Yasuhiro

Manjunatha, Yashwanth; Sharma, Vanshali; Iwahori, Yuji; Bhuyan, M K; Wang, Aili; Ouchi, Akira; Shimizu, Yasuhiro.

Afiliação

Manjunatha Y; Dept. of Electronics & Electrical Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India.
Sharma V; Dept. of Computer Science & Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India. vanshalisharma@iitg.ac.in.
Iwahori Y; Dept. of Computer Science, Chubu University, Kasugai, 487-8501, Japan.
Bhuyan MK; Dept. of Electronics & Electrical Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India.
Wang A; Mehta Family School of Data Science and Artificial Intelligence, Indian Institute of Technology Guwahati, Guwahati, Assam, 781039, India.
Ouchi A; Higher Educational Key Laboratory for Measuring and Control Technology and Instrumentations of Heilongjiang, Harbin University of Science and Technology, Harbin, 150080, China.
Shimizu Y; Dept. of Gastroenterological Surgery, Aichi Cancer Center Hospital, Nagoya, 464-8681, Japan.

Int J Comput Assist Radiol Surg ; 18(4): 723-732, 2023 Apr.

Article em En | MEDLINE | ID: mdl-36630071

Assuntos

Neoplasias; Tomografia Computadorizada por Raios X; Humanos; Tomografia Computadorizada por Raios X/métodos; Redes Neurais de Computação; Linfonodos/diagnóstico por imagem; Mediastino

Palavras-chave

3D networks; Cancer staging; Lymph node detection; Lymph node segmentation

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Texto completo: 1 Coleções: 01-internacional Temas: Geral / Tipos_de_cancer / Outros_tipos Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Neoplasias Tipo de estudo: Diagnostic_studies / Guideline Limite: Humans Idioma: En Revista: Int J Comput Assist Radiol Surg Assunto da revista: RADIOLOGIA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Índia

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