Artificial intelligence-enhanced navigation for nerve recognition and surgical education in laparoscopic colorectal surgery

Brajcich BC, Stulberg JJ, Palis BE, Chung JW, Huang R, Nelson H, Bilimoria KY (2021) Association between surgical technical skill and long-term survival for colon cancer. JAMA Oncol 7:127–129

Article  PubMed  Google Scholar 

Katayama H, Inomata M, Mizusawa J, Nakamura K, Watanabe M, Akagi T, Yamamoto S, Ito M, Kinugasa Y, Okajima M, Takemasa I, Okuda J, Shida D, Kanemitsu Y, Kitano S (2021) Institutional variation in survival and morbidity in laparoscopic surgery for colon cancer: from the data of a randomized controlled trial comparing open and laparoscopic surgery (JCOG0404). Ann Gastroenterol Surg 5:823–831

Article  PubMed  PubMed Central  Google Scholar 

Jacobson CE, Harbaugh CM, Agbedinu K, Kwakye G (2024) Colorectal cancer outcomes: a comparative review of resource-limited settings in low- and middle-income countries and rural America. Cancers (Basel) 16:3302

Article  CAS  PubMed  Google Scholar 

Ichikawa N, Homma S, Funakoshi T, Ohshima T, Hirose K, Yamada K, Nakamoto H, Kazui K, Yokota R, Honma T, Maeda Y, Yoshida T, Ishikawa T, Iijima H, Aiyama T, Taketomi A (2020) Impact of technically qualified surgeons on laparoscopic colorectal resection outcomes: results of a propensity score-matching analysis. BJS Open 4:486–498

Article  CAS  PubMed  PubMed Central  Google Scholar 

Guillou PJ, Quirke P, Thorpe H, Walker J, Jayne DG, Smith AM, Heath RM, Brown JM (2005) Short-term endpoints of conventional versus laparoscopic-assisted surgery in patients with colorectal cancer (MRC CLASICC trial): multicentre, randomised controlled trial. Lancet 365:1718–1726

Article  PubMed  Google Scholar 

Lu PW, McCarty JC, Fields AC, Azzeh M, Goldberg JE, Irani J, Bleday R, Melnitchouk N (2020) The distribution of colorectal surgeons in the United States. J Surg Res 251:71–77

Article  PubMed  Google Scholar 

Goto K, Watanabe J, Nagasaki T, Uemura M, Ozawa H, Kurose Y, Akagi T, Ichikawa N, Iijima H, Inomata M, Taketomi A, Naitoh T (2024) Impact of the endoscopic surgical skill qualification system on conversion to laparotomy after low anterior resection for rectal cancer in Japan (a secondary analysis of the EnSSURE study). Surg Endosc 38:2454–2464

Article  PubMed  PubMed Central  Google Scholar 

Amin-Tai H, Elnaim ALK, Wong MPK, Sagap I (2020) Acquiring advanced laparoscopic colectomy skills - the issues. Malays J Med Sci 27:24–35

Article  PubMed  PubMed Central  Google Scholar 

Imaizumi K, Ichikawa N, Homma S, Yamamoto K, Ishizuka C, Takahashi R, Fukasawa T, Hamada T, Hamada K, Matsui H, Miyaoka Y, Yoshida T, Taketomi A (2023) Effect of continuous box-trainer training on laparoscopic skills of surgical residents: a prospective, observational study. In Vivo 37:476–482

Article  PubMed  PubMed Central  Google Scholar 

Yılmaz EM, Soyder A, Aksu M, Bozdağ AD, Boylu Ş, Edizsoy A, Ballı Ş, Tekindal MA (2017) Contribution of an educational video to surgical education in laparoscopic appendectomy. Turk J Surg 33:237–242

Article  PubMed  PubMed Central  Google Scholar 

Rouhi AD, Roberson JL, Kindall E, Ghanem YK, Ndong A, Yi WS, Williams NN, Dumon KR (2023) What are trainees watching? Assessing the educational quality of online laparoscopic cholecystectomy training videos using the LAP-VEGaS guidelines. Surgery 174:524–528

Article  PubMed  Google Scholar 

Wyles SM, Miskovic D, Ni Z, Acheson AG, Maxwell-Armstrong C, Longman R, Cecil T, Coleman MG, Horgan AF, Hanna GB (2011) Analysis of laboratory-based laparoscopic colorectal surgery workshops within the english national training programme. Surg Endosc 25:1559–1566

Article  PubMed  Google Scholar 

Runkel N, Reiser H (2013) Nerve-oriented mesorectal excision (NOME): autonomic nerves as landmarks for laparoscopic rectal resection. Int J Colorectal Dis 28:1367–1375

Article  PubMed  Google Scholar 

Liang JT, Lai HS, Lee PH (2007) Laparoscopic pelvic autonomic nerve-preserving surgery for patients with lower rectal cancer after chemoradiation therapy. Ann Surg Oncol 14:1285–1287

Article  PubMed  Google Scholar 

Jones OM, Stevenson AR, Stitz RW, Lumley JW (2009) Preservation of sexual and bladder function after laparoscopic rectal surgery. Colorectal Dis 11:489–495

Article  CAS  PubMed  Google Scholar 

Moriya Y, Sugihara K, Akasu T, Fujita S (1995) Nerve-sparing surgery with lateral node dissection for advanced lower rectal cancer. Eur J Cancer 31:1229–1232

Article  Google Scholar 

Bregendahl S, Emmertsen KJ, Lindegaard JC, Laurberg S (2015) Urinary and sexual dysfunction in women after resection with and without preoperative radiotherapy for rectal cancer: a population-based cross-sectional study. Colorectal Dis 17:26–37

Article  CAS  PubMed  Google Scholar 

Jayne DG, Brown JM, Thorpe H, Walker J, Quirke P, Guillou PJ (2005) Bladder and sexual function following resection for rectal cancer in a randomized clinical trial of laparoscopic versus open technique. Br J Surg 92:1124–1132

Article  CAS  PubMed  Google Scholar 

Kumazu Y, Kobayashi N, Kitamura N, Rayan E, Neculoiu P, Misumi T, Hojo Y, Nakamura T, Kumamoto T, Kurahashi Y, Ishida Y, Masuda M, Shinohara H (2021) Automated segmentation by deep learning of loose connective tissue fibers to define safe dissection planes in robot-assisted gastrectomy. Sci Rep 11:21198

Article  PubMed  PubMed Central  Google Scholar 

Ryu S, Goto K, Kitagawa T, Kobayashi T, Shimada J, Ito R, Nakabayashi Y (2023) Real-time artificial intelligence navigation-assisted anatomical recognition in laparoscopic colorectal surgery. J Gastrointest Surg 27:3080–3082

Article  PubMed  PubMed Central  Google Scholar 

Ryu S, Goto K, Imaizumi Y, Nakabayashi Y (2023) Laparoscopic colorectal surgery with anatomical recognition with artificial intelligence assistance for nerves and dissection layers. Ann Surg Oncol 31:1690–1691

Article  PubMed  Google Scholar 

Akagi T, Endo H, Inomata M, Yamamoto H, Mori T, Kojima K, Kuroyanagi H, Sakai Y, Nakajima K, Shiroshita H, Etoh T, Saida Y, Yamamoto S, Hasegawa H, Ueno H, Kakeji Y, Miyata H, Kitagawa Y, Watanabe M (2020) Clinical impact of endoscopic surgical skill qualification system (ESSQS) by Japan society for endoscopic surgery (JSES) for laparoscopic distal gastrectomy and low anterior resection based on the national clinical database (NCD) registry. Ann Gastroenterol Surg 4:721–734

Article  PubMed  PubMed Central  Google Scholar 

Ramesh AN, Kambhampati C, Monson JR, Drew PJ (2004) Artificial intelligence in medicine. Ann R Coll Surg Engl 86:334–338

Article  CAS  PubMed  PubMed Central  Google Scholar 

Hirasawa T, Aoyama K, Tanimoto T, Ishihara S, Shichijo S, Ozawa T, Ohnishi T, Fujishiro M, Matsuo K, Fujisaki J, Tada T (2018) Application of artificial intelligence using a convolutional neural network for detecting gastric cancer in endoscopic images. Gastric Cancer 21:653–660

Article  PubMed  Google Scholar 

Ikenoyama Y, Hirasawa T, Ishioka M, Namikawa K, Yoshimizu S, Horiuchi Y, Ishiyama A, Yoshio T, Tsuchida T, Takeuchi Y, Shichijo S, Katayama N, Fujisaki J, Tada T (2021) Detecting early gastric cancer: comparison between the diagnostic ability of convolutional neural networks and endoscopists. Dig Endosc 33:141–150

Article  PubMed  Google Scholar 

Kudo SE, Mori Y, Misawa M, Takeda K, Kudo T, Itoh H, Oda M, Mori K (2019) Artificial intelligence and colonoscopy: current status and future perspectives. Dig Endosc 31:363–371

Article  PubMed  Google Scholar 

Wang P, Berzin TM, Brown JRG, Bharadwaj S, Becq A, Xiao X, Liu P, Li L, Song Y, Zhang D, Li Y, Xu G, Tu M, Liu X (2019) Real-time automatic detection system increases colonoscopic polyp and adenoma detection rates: a prospective randomised controlled study. Gut 68:1813–1819

Article  PubMed  Google Scholar 

Ito N, Kawahira H, Nakashima H, Uesato M, Miyauchi H, Matsubara H (2018) Endoscopic diagnostic support system for cT1b colorectal cancer using deep learning. Oncology 96:44–50

Article  PubMed  Google Scholar 

Tokuyasu T, Iwashita Y, Matsunobu Y, Kamiyama T, Ishikake M, Sakaguchi S, Ebe K, Tada K, Endo Y, Etoh T, Nakashima M, Inomata M (2021) Development of an artificial intelligence system using deep learning to indicate anatomical landmarks during laparoscopic cholecystectomy. Surg Endosc 35:1651–1658

Article  PubMed  Google Scholar 

Inomata M, Fujinaga A, Nakanuma H, Endo Y, Etoh T, Tokuyasu T, Kitano S (2021) Development of endoscopic surgery navigated by artificial intelligence. Surg Technol Int 39:99–102

Article  PubMed  Google Scholar 

Loukas C, Frountzas M, Schizas D (2020) Patch-based classification of gallbladder wall vascularity from laparoscopic images using deep learning. Int J Comput Assist Radiol Surg 16:103–113

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