SUPRA: Superpixel Guided Loss for Improved Multi-modal Segmentation in Endoscopy

R Martinez-Garcia-Pena, MA Teevno… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Domain shift is a well-known problem in the medical imaging community. In
particular, for endoscopic image analysis data can have different modalities that cause the …

Intelligent diagnosis of fetal organs abnormal growth in ultrasound images using an ensemble CNN-TLFEM model

G Keerthi, MS Abirami - Multimedia Tools and Applications, 2024 - Springer
In the realm of obstetrics, ultrasound remains a pivotal imaging technique for monitoring fetal
development throughout pregnancy. This study harnesses recent strides in artificial …

Towards Deterministic End-to-end Latency for Medical AI Systems in NVIDIA Holoscan

S Sinha, S Dwivedi, M Azizian - arXiv preprint arXiv:2402.04466, 2024 - arxiv.org
The introduction of AI and ML technologies into medical devices has revolutionized
healthcare diagnostics and treatments. Medical device manufacturers are keen to maximize …

Image Captioning for Automated Grading and Understanding of Ulcerative Colitis

FH Valencia, D Flores-Araiza, O Cerda… - MICCAI Workshop on …, 2023 - Springer
Ulcerative colitis (UC) is a chronic inflammatory disease of the large bowel characterised by
quisent periodes and relapses. Endoscopic grading of the severity of UC is done by using a …

Vision Transformer-Based Self-supervised Learning for Ulcerative Colitis Grading in Colonoscopy

A Pyatha, Z Xu, S Ali - MICCAI Workshop on Data Engineering in Medical …, 2023 - Springer
Ulcerative colitis (UC) is a long-term condition that needs clinical attention and can be life-
threatening. While Mayo Endoscopic Scoring is widely used to stratify patients at higher risk …

Check for updates Image Captioning for Automated Grading and Understanding of Ulcerative Colitis

FH Valencia¹, D Flores-Araiza¹, O Cerda… - … CaPTion 2023, Held …, 2023 - books.google.com
Ulcerative colitis (UC) is a chronic inflammatory disease of the large bowel characterised by
quisent periodes and relapses. Endoscopic grading of the severity of UC is done by using a …

Survey on the perceptions of Asian endoscopists to artificial intelligence

J Lee, SXZ QUEK, CS KOO, LIU Lin, WK LEUNG… - 2024 - researchsquare.com
OBJECTIVES: Recent studies have demonstrated the potential of artificial intelligence (AI) in
diagnostic and therapeutic endoscopy for managing gastrointestinal diseases. However …