Rukhmini Roy

A deep learning-shape driven level set synergism for pulmonary nodule segmentation

Rukhmini Roy, Tapabrata Chakraborti, Ananda S. Chowdhury · Pattern Recognition Letters · 2019 · 71 citations

Medical Image Segmentation, Image Analysis, Machine Learning +12

ADGAN: Attribute-Driven Generative Adversarial Network for Synthesis and Multiclass Classification of Pulmonary Nodules

Rukhmini Roy, Suparna Mazumdar, Ananda S. Chowdhury · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 19 citations

Artificial Intelligence, Convolutional Neural Network, Nodule Image +18

A Level Set Based Unified Framework for Pulmonary Nodule Segmentation

Rukhmini Roy, Pranavesh Banerjee, Ananda S. Chowdhury · IEEE Signal Processing Letters · 2020 · 14 citations

Engineering, Biomedical Engineering, Accurate Segmentation +21

Detection of retinal microaneurysms using fractal analysis and feature extraction technique

Rukhmini Roy, Srinivasan Aruchamy, Partha Pratim Bhattacharjee · 2013 · 12 citations

Engineering, Disease Detection, Biomedical Engineering +19