Towards automatic verification of the critical view of the myopectineal orifice with artificial intelligence.

Date publication

février 2023

Journal

Surgical endoscopy

Auteurs

Membres identifiés du Cancéropôle Est :
Pr MARESCAUX Jacques , Pr MUTTER Didier

Tous les auteurs :
Takeuchi M, Collins T, Lipps C, Haller M, Uwineza J, Okamoto N, Nkusi R, Marescaux J, Kawakubo H, Kitagawa Y, Gonzalez C, Mutter D, Perretta S, Hostettler A, Dallemagne B

Lien Pubmed

https://www.ncbi.nlm.nih.gov/pubmed/36828887

Résumé

Visualization of key anatomical landmarks is required during surgical Trans Abdominal Pre Peritoneal repair (TAPP) of inguinal hernia. The Critical View of the MyoPectineal Orifice (CVMPO) was proposed to ensure correct dissection. An artificial intelligence (AI) system that automatically validates the presence of key and marks during the procedure is a critical step towards automatic dissection quality assessment and video-based competency evaluation. The aim of this study was to develop an AI system that automatically recognizes the TAPP key CVMPO landmarks in hernia repair videos.

Référence

Surg Endosc. 2023 02 24;: