2 papers
cs.CV2025
Identifying Surgical Instruments in Pedagogical Cataract Surgery Videos through an Optimized Aggregation Network
Sanya Sinha, Michal Balazia, Francois Bremond
Instructional cataract surgery videos are crucial for ophthalmologists and trainees to observe surgical details repeatedly. This paper presents a deep learning model for real-time…
cs.CV2022
A Comparative Analysis of Transfer Learning-based Techniques for the Classification of Melanocytic Nevi
Sanya Sinha, Nilay Gupta
Skin cancer is a fatal manifestation of cancer. Unrepaired deoxyribo-nucleic acid (DNA) in skin cells, causes genetic defects in the skin and leads to skin cancer. To deal with let…