Predicting Generalization of AI Colonoscopy Models to Unseen Data

Authors: Shor, Joel, McNeil, Carson, Intrator, Yotam, Ledsam, Joseph R, Yamano, Hiro-o, Tsurumaru, Daisuke, Kayama, Hiroki, Hamabe, Atsushi, Ando, Koji, Ota, Mitsuhiko, Ogino, Haruei, Nakase, Hiroshi, Kobayashi, Kaho, Miyo, Masaaki, Oki, Eiji, Takemasa, Ichiro, Rivlin, Ehud, Goldenberg, Roman

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2403.09920

The unreasonable effectiveness of AI CADe polyp detectors to generalize to new countries

Authors: Shor, Joel, Yamano, Hiro-o, Tsurumaru, Daisuke, Intrator, Yotami, Kayama, Hiroki, Ledsam, Joe, Hamabe, Atsushi, Ando, Koji, Ota, Mitsuhiko, Ogino, Haruei, Nakase, Hiroshi, Kobayashi, Kaho, Oki, Eiji, Goldenberg, Roman, Rivlin, Ehud, Takemasa, Ichiro

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2312.06833

Impact of Lesion Location on Recurrence After Resection of T1 Colorectal Cancer: Post Hoc Analysis of a Nationwide Multicenter Cohort Study

Authors: Sugihara, Kenichi, Saito, Shoichi, Fukunaga, Yusuke, Kawachi, Hiroshi, Takamatsu, Manabu, Kojima, Motohiro, Hotta, Kinichi, Yamada, Masayoshi, Kanemitsu, Yukihide, Saito, Yutaka, Sekine, Shigeki, Tanaka, Shinji, Nagata, Shinji, Nakamura, Takahiro, Yamada, Kazutaka, Konno, Maki, Ishihara, Soichiro, Saitoh, Yusuke, Matsuda, Kenji, Togashi, Kazutomo, Komori, Koji, Ishiguro, Megumi, Kuwai, Toshio, Okuyama, Takashi, Ohuchi, Akihiro, Ohnuma, Shinobu, Sakamoto, Kazuhiro, Sugai, Tamotsu, Katsumata, Kenji, Matsushita, Hiro-o, Yamano, Hiro-o, Nakai, Keisuke, Uraoka, Toshio, Akimoto, Naohiko, Kobayashi, Hirotoshi, Minamide, Tatsunori, Ikematsu, Hiroaki, Kajiwara, Yoshiki, Oka, Shiro, Ajioka, Yoichi, Ueno, Hideki

Source: In Gastroenterology January 2024 166(1):198-201

Serum amyloid A1 recruits neutrophils to the invasive front of T1 colorectal cancers

Authors: Yoshido, Ayano, Sudo, Gota, Takasawa, Akira, Aoki, Hironori, Kitajima, Hiroshi, Yamamoto, Eiichiro, Niinuma, Takeshi, Harada, Taku, Kubo, Toshiyuki, Sasaki, Hajime, Ishiguro, Kazuya, Yorozu, Akira, Kai, Masahiro, Katanuma, Akio, Yamano, Hiro‐o, Osanai, Makoto, Nakase, Hiroshi, Suzuki, Hiromu

Source: Journal of gastroenterology and hepatology. 38(2):301-310

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100173472132.0x000001&indx=1&recIds=ETOCvdc_100173472132.0x000001

Association of serum superoxide dismutase activity and the incidence of colorectal cancer in a nested case-control study

Authors: Adachi, Yasushi ^{a, b, ⁎}, Nojima, Masanori ^c, Mori, Mitsuru ^d, Yamano, Hiro-o ^b, Sasaki, Yasushi ^b, Nakase, Hiroshi ^b, Lin, Yingsong ^e, Wakai, Kenji ^f, Tamakoshi, Akiko ^g

Source: In Cancer Epidemiology December 2023 87

Nomogram as a novel predictive tool for lymph node metastasis in T1 colorectal cancer treated with endoscopic resection: a nationwide, multicenter study

Authors: Kajiwara, Yoshiki, Oka, Shiro, Tanaka, Shinji, Nakamura, Takahiro, Saito, Shoichi, Fukunaga, Yosuke, Takamatsu, Manabu, Kawachi, Hiroshi, Hotta, Kinichi, Ikematsu, Hiroaki, Kojima, Motohiro, Saito, Yutaka, Yamada, Masayoshi, Kanemitsu, Yukihide, Sekine, Shigeki, Nagata, Shinji, Yamada, Kazutaka, Kobayashi, Nozomu, Ishihara, Soichiro, Saitoh, Yusuke, Matsuda, Kenji, Togashi, Kazutomo, Komori, Koji, Ishiguro, Megumi, Kuwai, Toshio, Okuyama, Takashi, Ohuchi, Akihiro, Ohnuma, Shinobu, Sakamoto, Kazuhiro, Sugai, Tamotsu, Katsumata, Kenji, Matsushita, Hiro-o, Yamano, Hiro-o, Eda, Hirotsugu, Uraoka, Toshio, Akimoto, Naohiko, Kobayashi, Hirotoshi, Ajioka, Yoichi, Sugihara, Kenichi, Ueno, Hideki

Source: In Gastrointestinal Endoscopy June 2023 97(6):1119-1128

Hybrid Endoscopic Resection With Endo-knife and Snare for Colorectal Lesions: A Systematic Review and Meta-analysis

Authors: Yoshii, Shinji, Kikuchi, Takefumi, Hayashi, Yuki, Nojima, Masahiro, Yamano, Hiro-o, Nakase, Hiroshi

Source: In Techniques and Innovations in Gastrointestinal Endoscopy 2023 25(2):135-145

Guidelines for Colorectal Cold Polypectomy (supplement to 'Guidelines for Colorectal Endoscopic Submucosal Dissection/Endoscopic Mucosal Resection')

Authors: Uraoka, Toshio, Takizawa, Kohei, Tanaka, Shinji, Kashida, Hiroshi, Saito, Yutaka, Yahagi, Naohisa, Yamano, Hiro‐o, Saito, Shoichi, Hisabe, Takashi, Yao, Takashi, Watanabe, Masahiko, Yoshida, Masahiro, Saitoh, Yusuke, Tsuruta, Osamu, Igarashi, Masahiro, Toyonaga, Takashi, Ajioka, Yoichi, Fujimoto, Kazuma, Inoue, Haruhiro

Source: Digestive endoscopy. 34(4):668-675

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100153679336.0x000001&indx=1&recIds=ETOCvdc_100153679336.0x000001

Proposal of classification and terminology of interventional endoscopic ultrasonography/endosonography.

Authors: Isayama, Hiroyuki, Nakai, Yousuke, Matsuda, Koji, Kanno, Yoshihide, Hara, Kazuo, Ogura, Takeshi, Abe, Nobutsugu, Katanuma, Akio, Kitano, Masayuki, Yasuda, Ichiro, Okano, Naoki, Tsuchiya, Takayoshi, Fujita, Naotaka, Inui, Kazuo, Ueki, Toshiharu, Irisawa, Atsushi, Yamano, Hiro‐o

Source: Digestive Endoscopy; Jan2025, Vol. 37 Issue 1, p5-17, 13p

Subject Terms: ENDOSCOPIC ultrasonography, CLASSIFICATION, SURGICAL anastomosis, GASTROENTEROLOGY, TERMS & phrases

Artificial intelligence‐assisted endoscopy changes the definition of mucosal healing in ulcerative colitis

Authors: Nakase, Hiroshi, Hirano, Takehiro, Wagatsuma, Kohei, Ichimiya, Tadashi, Yamakawa, Tsukasa, Yokoyama, Yoshihiro, Hayashi, Yuki, Hirayama, Daisuke, Kazama, Tomoe, Yoshii, Shinji, Yamano, Hiro‐o

Source: Digestive endoscopy. 33(6):903-911

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100140010388.0x000001&indx=1&recIds=ETOCvdc_100140010388.0x000001

Activated macrophages promote invasion by early colorectal cancer via an interleukin 1β‐serum amyloid A1 axis

Authors: Sudo, Gota, Aoki, Hironori, Yamamoto, Eiichiro, Takasawa, Akira, Niinuma, Takeshi, Yoshido, Ayano, Kitajima, Hiroshi, Yorozu, Akira, Kubo, Toshiyuki, Harada, Taku, Ishiguro, Kazuya, Kai, Masahiro, Katanuma, Akio, Yamano, Hiro‐o, Osanai, Makoto, Nakase, Hiroshi, Suzuki, Hiromu

Source: Cancer science. 112(10):4151-4165

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100131022396.0x000001&indx=1&recIds=ETOCvdc_100131022396.0x000001

Snapshots of lymphatic pathways in colorectal cancer surgery using near-infrared fluorescence, in vivo and ex vivo

Authors: Sato, Yu, Satoyoshi, Tetsuta, Okita, Kenji, Kyuno, Daisuke, Hamabe, Atsushi, Okuya, Koichi, Nishidate, Toshihiko, Akizuki, Emi, Ishii, Masayuki, Yamano, Hiro-o, Sugita, Shintaro, Nakase, Hiroshi, Hasegawa, Tadashi, Takemasa, Ichiro

Source: European journal of surgical oncology. 47(12):3130-3136

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100151129002.0x000001&indx=1&recIds=ETOCvdc_100151129002.0x000001

Predicting the generalization of computer aided detection (CADe) models for colonoscopy.

Authors: Shor, Joel^1,2, joel.shor@move37labs.ai, McNeil, Carson¹, Intrator, Yotam¹, Ledsam, Joseph R.³, Yamano, Hiro-o⁴, Tsurumaru, Daisuke⁵, Kayama, Hiroki³, Hamabe, Atsushi⁶, Ando, Koji⁵, Ota, Mitsuhiko⁵, Ogino, Haruei⁷, Nakase, Hiroshi⁴, Kobayashi, Kaho³, Miyo, Masaaki⁶, Oki, Eiji⁵, Takemasa, Ichiro⁶, Rivlin, Ehud¹, Goldenberg, Roman¹

Source: Discover Artificial Intelligence; 11/19/2024, Vol. 4 Issue 1, p1-13, 13p

Red blood cell distribution width as a novel marker for predicting bleeding after endoscopic resection for early gastric cancer

Authors: Yumemi, Takada, Yoshii, Shinji, Yamakawa, Tsukasa, Hayashi, Yuki, Miyake, Takakazu, Yokoyama, Yoshihiro, Sudo, Gota, Mitsuhashi, Kei, Nojima, Masanori, Yamano, Hiro‐o, Nakase, Hiroshi

Source: DEN open. 3(1)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100186405655.0x000001&indx=1&recIds=ETOCvdc_100186405655.0x000001

Sessile serrated adenoma/polyp showed rapid malignant transformation in the final 13 months

Authors: Amemori, Sadahiro, Yamano, Hiro‐o, Tanaka, Yoshihito, Yoshikawa, Kenjiro, Matsushita, Hiro‐o, Takagi, Ryo, Harada, Eiji, Yoshida, Yuko, Tsuda, Kazunori, Kato, Bunichiro, Tamura, Eri, Eizuka, Makoto, Sugai, Tamotsu, Adachi, Yasushi, Yamamoto, Eiichiro, Suzuki, Hiromu, Nakase, Hiroshi

Source: Digestive endoscopy. 32(6):979-983

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100108403141.0x000001&indx=1&recIds=ETOCvdc_100108403141.0x000001

Novel injectable needle‐type knife, ProKnife for colorectal endoscopic submucosal dissection

Authors: Yoshii, Shinji, Yamano, Hiro‐o, Nakase, Hiroshi

Source: Digestive endoscopy. 33(6):e137-e139

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100140011602.0x000001&indx=1&recIds=ETOCvdc_100140011602.0x000001

The continuum of transformation of TSA to low‐grade neoplasia and cancer with BRAF mutation – A case with molecular analysis

Authors: Aoki, Hironori, Adachi, Yasushi, Yamamoto, Eiichiro, Yoshida, Yukinari, Ishii, Yoshifumi, Yamano, Hiro‐o, Suzuki, Hiromu, Endo, Takao

Source: Pathology international. 71(5):368-370

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100121120742.0x000001&indx=1&recIds=ETOCvdc_100121120742.0x000001

PROGNOSTIC NUTRITIONAL INDEX AS A NOVEL MARKER TO PREDICT BLEEDING AFTER ENDOSCOPIC SUBMUCOSAL DISSECTION FOR EARLY GASTRIC CANCER IN OLDER PATIENTS

Authors: Yoshii, Shinji, Miyake, Takakazu, Yamakawa, Tsukasa, Yokoyama, Yoshihiro, Yamano, Hiro-O, Nakase, Hiroshi

Source: Gastrointestinal endoscopy. 97(6):AB340-AB341

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100192700816.0x000001&indx=1&recIds=ETOCvdc_100192700816.0x000001

Circulating insulin‐like growth factor binding protein‐3 and risk of gastrointestinal malignant tumors

Authors: Adachi, Yasushi, Nojima, Masanori, Mori, Mitsuru, Kubo, Toshiyuki, Yamano, Hiro‐o, Lin, Yingsong, Wakai, Kenji, Tamakoshi, Akiko

Source: Journal of gastroenterology and hepatology. 34(12):2104-2111

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100095102540.0x000001&indx=1&recIds=ETOCvdc_100095102540.0x000001

Integrated Analysis of the Endoscopic, Pathological and Molecular Characteristics of Colorectal Tumorigenesis

Authors: Suzuki, Hiromu, Yamamoto, Eiichiro, Yamano, Hiro-o, Nakase, Hiroshi, Sugai, Tamotsu

Source: Digestion. 99(1):33-38

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100085250107.0x000001&indx=1&recIds=ETOCvdc_100085250107.0x000001