DDANet: Dual decoder attention network for automatic polyp segmentation
Colonoscopy is the gold standard for examination and detection of colorectal polyps.
Localization and delineation of polyps can play a vital role in treatment (eg, surgical …
Localization and delineation of polyps can play a vital role in treatment (eg, surgical …
Real-time automatic polyp detection in colonoscopy using feature enhancement module and spatiotemporal similarity correlation unit
Automatic detection of polyps is challenging because different polyps vary greatly, while the
changes between polyps and their analogues are small. The state-of-the-art methods are …
changes between polyps and their analogues are small. The state-of-the-art methods are …
[HTML][HTML] A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging
Gastrointestinal (GI) endoscopy has been an active field of research motivated by the large
number of highly lethal GI cancers. Early GI cancer precursors are often missed during the …
number of highly lethal GI cancers. Early GI cancer precursors are often missed during the …
A novel hybrid endoscopic dataset for evaluating machine learning-based photometric image enhancement models
Endoscopy is the most widely used medical technique for cancer and polyp detection inside
hollow organs. However, images acquired by an endoscope are frequently affected by …
hollow organs. However, images acquired by an endoscope are frequently affected by …
[HTML][HTML] Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy
Ureteroscopy with laser lithotripsy has evolved as the most commonly used technique for the
treatment of kidney stones. Automated segmentation of kidney stones and the laser fiber is …
treatment of kidney stones. Automated segmentation of kidney stones and the laser fiber is …
Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation
Barrett's oesophagus (BE) is one of the early indicators of esophageal cancer. Patients with
BE are monitored and undergo ablation therapies to minimise the risk, thereby making it …
BE are monitored and undergo ablation therapies to minimise the risk, thereby making it …