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eess.IV2021
3N-GAN: Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework
Shafin Haque, Ayaan Haque
The success of deep learning for medical imaging tasks, such as classification, is heavily reliant on the availability of large-scale datasets. However, acquiring datasets with lar…
eess.IV2021★ 2 cited
Convolutional Nets for Diabetic Retinopathy Screening in Bangladeshi Patients
Ayaan Haque, Ipsita Sutradhar, Mahziba Rahman +2
Diabetes is one of the most prevalent chronic diseases in Bangladesh, and as a result, Diabetic Retinopathy (DR) is widespread in the population. DR, an eye illness caused by diabe…
eess.IV2021
Window-Level is a Strong Denoising Surrogate
Ayaan Haque, Adam Wang, Abdullah-Al-Zubaer Imran
CT image quality is heavily reliant on radiation dose, which causes a trade-off between radiation dose and image quality that affects the subsequent image-based diagnostic performa…