10 citations · 10 across the 3 of their papers we have counts for
3 papers
eess.IV2025
AI-Driven Diabetic Retinopathy Screening: Multicentric Validation of AIDRSS in India
Amit Kr Dey, Pradeep Walia, Girish Somvanshi +4
Purpose: Diabetic retinopathy (DR) is a major cause of vision loss, particularly in India, where access to retina specialists is limited in rural areas. This study aims to evaluate…
eess.IV2025
Enhancing Early Diabetic Retinopathy Detection through Synthetic DR1 Image Generation: A StyleGAN3 Approach
Sagarnil Das, Pradeep Walia
Diabetic Retinopathy (DR) is a leading cause of preventable blindness. Early detection at the DR1 stage is critical but is hindered by a scarcity of high-quality fundus images. Thi…
cs.CV2018★ 10 cited
Towards Radiologist-Level Accurate Deep Learning System for Pulmonary Screening
Mrinal Haloi, K. Raja Rajalakshmi, Pradeep Walia
In this work, we propose advanced pneumonia and Tuberculosis grading system for X-ray images. The proposed system is a very deep fully convolutional classification network with onl…