専門医による胃カメラ(胃内視鏡検査)・大腸内視鏡(同日検査も可)なら川口肛門胃腸クリニック|女性医師の診察あり。川口・西川口・蕨・鳩ヶ谷・戸田市・さいたま市から好アクセス

専門医による切らない痔の治療・大腸内視鏡・胃カメラ(胃内視鏡検査)なら川口肛門胃腸クリニック|川口市胃がん検診 男女別待合室 女性医師診療あり 女性患者様専用の診療時間帯あり

川口駅東口より徒歩1分

小澤院長の内視鏡AIの論文

小澤院長が筆頭著者・共著者として掲載されている内視鏡AIの論文一覧です。

  • 1) Hirasawa T, Aoyama K, Tanimoto T, Ishihara S, Shichijo S, Ozawa T, Ohnishi T, Fujishiro M, Matsuo K, Fujisaki J, Tada T. Application of artificial intelligence using a convolutional neural network for detecting gastric cancer in endoscopic images. Gastric Cancer. 2018 Jul;21(4):653-660. doi: 10.1007/s10120-018-0793-2. Epub 2018 Jan 15. PMID: 29335825.
  • 2) Takiyama H, Ozawa T, Ishihara S, Fujishiro M, Shichijo S, Nomura S, Miura M, Tada T. Automatic anatomical classification of esophagogastroduodenoscopy images using deep convolutional neural networks. Sci Rep. 2018 May 14;8(1):7497. doi: 10.1038/s41598-018-25842-6. PMID: 29760397; PMCID: PMC5951793.
  • 3) Horie Y, Yoshio T, Aoyama K, Yoshimizu S, Horiuchi Y, Ishiyama A, Hirasawa T, Tsuchida T, Ozawa T, Ishihara S, Kumagai Y, Fujishiro M, Maetani I, Fujisaki J, Tada T. Diagnostic outcomes of esophageal cancer by artificial intelligence using convolutional neural networks. Gastrointest Endosc. 2019 Jan;89(1):25-32. doi: 10.1016/j.gie.2018.07.037. Epub 2018 Aug 16. PMID: 30120958.
  • 4) Ozawa T, Ishihara S, Fujishiro M, Saito H, Kumagai Y, Shichijo S, Aoyama K, Tada T. Novel computer-assisted diagnosis system for endoscopic disease activity in patients with ulcerative colitis. Gastrointest Endosc. 2019 Feb;89(2):416-421.e1. doi: 10.1016/j.gie.2018.10.020. Epub 2018 Oct 24. PMID: 30367878.
  • 5) Kumagai Y, Takubo K, Kawada K, Aoyama K, Endo Y, Ozawa T, Hirasawa T, Yoshio T, Ishihara S, Fujishiro M, Tamaru JI, Mochiki E, Ishida H, Tada T. Diagnosis using deep-learning artificial intelligence based on the endocytoscopic observation of the esophagus. Esophagus. 2019 Apr;16(2):180-187. doi: 10.1007/s10388-018-0651-7. Epub 2018 Dec 13. PMID: 30547352.
  • 6) Shichijo S, Endo Y, Aoyama K, Takeuchi Y, Ozawa T, Takiyama H, Matsuo K, Fujishiro M, Ishihara S, Ishihara R, Tada T. Application of convolutional neural networks for evaluating Helicobacter pylori infection status on the basis of endoscopic images. Scand J Gastroenterol. 2019 Feb;54(2):158-163. doi: 10.1080/00365521.2019.1577486. Epub 2019 Mar 17. PMID: 30879352.
  • 7) Ozawa T, Ishihara S, Fujishiro M, Kumagai Y, Shichijo S, Tada T. Automated endoscopic detection and classification of colorectal polyps using convolutional neural networks. Therap Adv Gastroenterol. 2020 Mar 20;13:1756284820910659. doi: 10.1177/1756284820910659. PMID: 32231710; PMCID: PMC7092386.
  • 8) Namikawa K, Hirasawa T, Yoshio T, Fujisaki J, Ozawa T, Ishihara S, Aoki T, Yamada A, Koike K, Suzuki H, Tada T. Utilizing artificial intelligence in endoscopy: a clinician's guide. Expert Rev Gastroenterol Hepatol. 2020 Aug;14(8):689-706. doi: 10.1080/17474124.2020.1779058. Epub 2020 Jun 17. PMID: 32500760.
  • 9) Saito H, Tanimoto T, Ozawa T, Ishihara S, Fujishiro M, Shichijo S, Hirasawa D, Matsuda T, Endo Y, Tada T. Automatic anatomical classification of colonoscopic images using deep convolutional neural networks. Gastroenterol Rep (Oxf). 2020 Dec 7;9(3):226-233. doi: 10.1093/gastro/goaa078. PMID: 34316372; PMCID: PMC8309686.
  • 10) Ishioka M, Osawa H, Hirasawa T, Kawachi H, Nakano K, Fukushima N, Sakaguchi M, Tada T, Kato Y, Shibata J, Ozawa T, Tajiri H, Fujisaki J. Performance of an artificial intelligence-based diagnostic support tool for early gastric cancers: Retrospective study. Dig Endosc. 2023 May;35(4):483-491. doi: 10.1111/den.14455. Epub 2022 Nov 17. PMID: 36239483.
  • 11) Ochiai K, Ozawa T, Shibata J, Ishihara S, Tada T. Current Status of Artificial Intelligence-Based Computer-Assisted Diagnosis Systems for Gastric Cancer in Endoscopy. Diagnostics (Basel). 2022 Dec 13;12(12):3153. doi: 10.3390/diagnostics12123153. PMID: 36553160; PMCID: PMC9777622.
  • 12) Yonazu S, Ozawa T, Nakanishi T, Ochiai K, Shibata J, Osawa H, Hirasawa T, Kato Y, Tajiri H, Tada T. Cost-effectiveness analysis of the artificial intelligence diagnosis support system for early gastric cancers. DEN Open. 2023 Aug 28;4(1):e289. doi: 10.1002/deo2.289. PMID: 37644958; PMCID: PMC10461711.