openalexScientific Reports2026-07-23
Deep learning-based classification of benign anorectal lesions on endoanal ultrasound: a proof-of-concept study
Maria João Almeida, Miguel Mascarenhas, Miguel Martins, F Mendes, Joana Mota, Pedro Cardoso, et al.
Benign anorectal conditions—including fissures, lacerations, and fistulas—are common and often require precise imaging for adequate diagnosis and surgical planning. Endoanal ultrasonography (EAUS) offers excellent visualization of the sphincter complex but remains underused due t…