3 papers
cs.CV2024
Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery
Bhuvan Sachdeva, Naren Akash, Tajamul Ashraf +6
Cataract surgery is the most common surgical procedure globally, with a disproportionately higher burden in developing countries. While automated surgical video analysis has been e…
eess.IV2024
HF-Fed: Hierarchical based customized Federated Learning Framework for X-Ray Imaging
Tajamul Ashraf, Tisha Madame
In clinical applications, X-ray technology is vital for noninvasive examinations like mammography, providing essential anatomical information. However, the radiation risk associate…
cs.CV2024
D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms
Tajamul Ashraf, Krithika Rangarajan, Mohit Gambhir +2
We focus on the problem of Unsupervised Domain Adaptation (\uda) for breast cancer detection from mammograms (BCDM) problem. Recent advancements have shown that masked image modeli…