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Computer-aided diagnosis with a convolutional neural network algorithm for automated detection of urinary tract stones on plain X-ray.
Kobayashi, Masaki; Ishioka, Junichiro; Matsuoka, Yoh; Fukuda, Yuichi; Kohno, Yusuke; Kawano, Keizo; Morimoto, Shinji; Muta, Rie; Fujiwara, Motohiro; Kawamura, Naoko; Okuno, Tetsuo; Yoshida, Soichiro; Yokoyama, Minato; Suda, Rumi; Saiki, Ryota; Suzuki, Kenji; Kumazawa, Itsuo; Fujii, Yasuhisa.
Affiliation
  • Kobayashi M; Department of Urology, Tsuchiura Kyodo General Hospital, Tsuchiura, Japan.
  • Ishioka J; Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan.
  • Matsuoka Y; Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan. yoh-m.uro@tmd.ac.jp.
  • Fukuda Y; Department of Urology, Tsuchiura Kyodo General Hospital, Tsuchiura, Japan.
  • Kohno Y; Department of Urology, Tsuchiura Kyodo General Hospital, Tsuchiura, Japan.
  • Kawano K; Department of Urology, Tsuchiura Kyodo General Hospital, Tsuchiura, Japan.
  • Morimoto S; Department of Urology, Tsuchiura Kyodo General Hospital, Tsuchiura, Japan.
  • Muta R; Department of Urology, JA Toride Medical Center, Toride, Japan.
  • Fujiwara M; Department of Urology, JA Toride Medical Center, Toride, Japan.
  • Kawamura N; Department of Urology, JA Toride Medical Center, Toride, Japan.
  • Okuno T; Department of Urology, JA Toride Medical Center, Toride, Japan.
  • Yoshida S; Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan.
  • Yokoyama M; Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan.
  • Suda R; Department of Information and Communications Engineering, Tokyo Institute of Technology, Tokyo, Japan.
  • Saiki R; Department of Information and Communications Engineering, Tokyo Institute of Technology, Tokyo, Japan.
  • Suzuki K; Laboratory for Future, Interdisciplinary Research of Science and Technology, Institute of Innovative Research, Tokyo Institute of Technology, Tokyo, Japan.
  • Kumazawa I; Laboratory for Future, Interdisciplinary Research of Science and Technology, Institute of Innovative Research, Tokyo Institute of Technology, Tokyo, Japan.
  • Fujii Y; Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan.
BMC Urol ; 21(1): 102, 2021 Aug 05.
Article in En | MEDLINE | ID: mdl-34353306
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Radiography / Urinary Calculi / Diagnosis, Computer-Assisted / Neural Networks, Computer / Deep Learning Type of study: Diagnostic_studies / Prognostic_studies Limits: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: BMC Urol Journal subject: UROLOGIA Year: 2021 Type: Article Affiliation country: Japan
Fulltext
Print
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Radiography / Urinary Calculi / Diagnosis, Computer-Assisted / Neural Networks, Computer / Deep Learning Type of study: Diagnostic_studies / Prognostic_studies Limits: Adolescent / Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Language: En Journal: BMC Urol Journal subject: UROLOGIA Year: 2021 Type: Article Affiliation country: Japan