DPCTN: Dual path context-aware transformer network for medical image segmentation

P Song, Z Yang, J Li, H Fan - Engineering Applications of Artificial …, 2023 - Elsevier
Accurate segmentation of lesions in medical images is a key step to assist clinicians in
diagnosis and analysis. Most studies combine the Transformer model with CNN at a single …

ViTCA-Net: a framework for disease detection in video capsule endoscopy images using a vision transformer and convolutional neural network with a specific …

Y Oukdach, Z Kerkaou, M El Ansari, L Koutti… - Multimedia Tools and …, 2024 - Springer
Video capsule endoscopy (VCE) is a non-invasive procedure to examine the human bowel.
The VCE technology generates thousands of images from different parts of the …

Multi-module attention-guided deep learning framework for precise gastrointestinal disease identification in endoscopic imagery

SD Khan, S Basalamah, A Lbath - Biomedical Signal Processing and …, 2024 - Elsevier
The automated classification of gastrointestinal endoscopy images holds immense
importance in modern health care. It streamlines the diagnostic process by enabling faster …

Derin öğrenme tabanlı topluluk sınıflandırıcı yaklaşımı ile gastrointestinal anomalilerin tespiti

F Akalın, N Yumuşak - Pamukkale Üniversitesi Mühendislik Bilimleri …, 2024 - dergipark.org.tr
Gastrointestinal bölgede yer alan anomalilerin teşhisi güncel bir araştırma alanıdır. Bu
bölgenin incelenmesi için kablosuz kapsül endoskopi (WCE), geleneksel endoskopinin …

A Study on Gastric Tract Infections Detection and Classification from Wireless Capsule Endoscopy (WCE) Imaging

P Padmavathi, J Harikiran - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Due to the unavoidable inherent difficulties in accessing a volute position in the human
body, gastrointestinal tract (GI) disorders such as abdominal bleeding, ulcers, tumors, celiac …

Abnormalities Classification in WCE Images Using Pretrained Deep Learning Networks

D Bouyaya, S Benierbah - 2022 4th International Conference …, 2022 - ieeexplore.ieee.org
Wireless capsule endoscope (WCE) is the only device that provides endoscopic images of
the entire small intestine. However, because of the large number of images it produces, the …

[PDF][PDF] Feature Extraction and Classification Techniques for Wireless Endoscopy Images: A Review.

N Eregowda, D Pruthviraja - Revue d'Intelligence Artificielle, 2023 - researchgate.net
Wireless Capsule Endoscopy (WCE) is one of the convenient ways to observe human
digestive system, like esophagus, stomach, duodenum, small intestine, large intestine, liver …

[PDF][PDF] Automated Wireless Capsule Endoscopy Image Classification using Reptile Search Optimization with Deep Learning Model

M Amirthalingam, R Ponnusamy - researchgate.net
Wireless Capsule Endoscopy (WCE) is one of the effective ways of investigating
Gastrointestinal Tract (GI) diseases and implementing painless intestine imaging …