Towards automatic verification of the critical view of the myopectineal orifice with artificial intelligence.
Fiche publication
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
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;: