Fiche publication
Date publication
mars 2025
Journal
International journal of computer assisted radiology and surgery
Auteurs
Membres identifiés du Cancéropôle Est :
Pr MARESCAUX Jacques
Tous les auteurs :
Saibro G, Keeza Y, Sauer B, Marescaux J, Diana M, Hostettler A, Collins T
Lien Pubmed
Résumé
Despite major advances in Computer Assisted Diagnosis (CAD), the need for carefully labeled training data remains an important clinical translation barrier. This work aims to overcome this barrier for ultrasound video-based CAD, using video-level classification labels combined with a novel training strategy to improve the generalization performance of state-of-the-art (SOTA) video classifiers.
Mots clés
CAD, Computer-assisted diagnosis, US, Ultrasound, Video transforms
Référence
Int J Comput Assist Radiol Surg. 2025 03 11;:
