3 citations · 5 across the 4 of their papers we have counts for
4 papers
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…
Computer-aided Diagnosis of Malaria through Transfer Learning using the ResNet50 Backbone
Sanya Sinha, Nilay Gupta
According to the World Malaria Report of 2022, 247 million cases of malaria and 619,000 related deaths were reported in 2021. This highlights the predominance of the disease, espec…
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…
Classification of Melanocytic Nevus Images using BigTransfer (BiT)
Sanya Sinha, Nilay Gupta
Skin cancer is a fatal disease that takes a heavy toll over human lives annually. The colored skin images show a significant degree of resemblance between different skin lesions su…