Deep learning to diagnose pouch of Douglas obliteration with ultrasound sliding sign

• Main Authors: Gabriel Maicas (Author), Mathew Leonardi (Author), Jodie Avery (Author), Catrina Panuccio (Author), Gustavo Carneiro (Author), M Louise Hull (Author), George Condous (Author)
• Format: Book
• Published: Bioscientifica, 2021-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Objectives: Pouch of Douglas (POD) obliteration is a severe consequence of inflammation in the pelvis, often seen in patients with endometriosis. The sliding sign is a dynamic transvaginal ultrasound (TVS) test that can diagnose POD obliteration. We aimed to develop a deep learning (DL) model to aut...