41 citations · 51 across the 4 of their papers we have counts for
5 papers
Granular Generalized Variable Precision Rough Sets and Rational Approximations
A Mani, Sushmita Mitra
Rational approximations are introduced and studied in granular graded rough sets and generalizations thereof by the first author in recent research papers. The concept of rationali…
Analysis of MRI Biomarkers for Brain Cancer Survival Prediction
Subhashis Banerjee, Sushmita Mitra, Lawrence O. Hall
Prediction of Overall Survival (OS) of brain cancer patients from multi-modal MRI is a challenging field of research. Most of the existing literature on survival prediction is base…
Deep Learning for Screening COVID-19 using Chest X-Ray Images
Sanhita Basu, Sushmita Mitra, Nilanjan Saha
With the ever increasing demand for screening millions of prospective "novel coronavirus" or COVID-19 cases, and due to the emergence of high false negatives in the commonly used P…
Deep Radiomics for Brain Tumor Detection and Classification from Multi-Sequence MRI
Subhashis Banerjee, Sushmita Mitra, Francesco Masulli +1
Glioma constitutes 80% of malignant primary brain tumors and is usually classified as HGG and LGG. The LGG tumors are less aggressive, with slower growth rate as compared to HGG, a…
A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks
Subhasis Banerjee, Sushmita Mitra, Anmol Sharma +1
Inspired by the success of Convolutional Neural Networks (CNN), we develop a novel Computer Aided Detection (CADe) system using CNN for Glioblastoma Multiforme (GBM) detection and…