405 citations · 742 across the 16 of their papers we have counts for
4 papers · 1 filter
EndoUDA: A modality independent segmentation approach for endoscopy imaging
Numan Celik, Sharib Ali, Soumya Gupta +2
Gastrointestinal (GI) cancer precursors require frequent monitoring for risk stratification of patients. Automated segmentation methods can help to assess risk areas more accuratel…
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy
Soumya Gupta, Sharib Ali, Louise Goldsmith +2
Kidney stones represent a considerable burden for public health-care systems. Ureteroscopy with laser lithotripsy has evolved as the most commonly used technique for the treatment…
Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation
Numan Celik, Soumya Gupta, Sharib Ali +1
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…
Endoscopy disease detection challenge 2020
Sharib Ali, Noha Ghatwary, Barbara Braden +7
Whilst many technologies are built around endoscopy, there is a need to have a comprehensive dataset collected from multiple centers to address the generalization issues with most…