Elima Hussain

Automated classification of cells into multiple classes in epithelial tissue of oral squamous cell carcinoma using transfer learning and convolutional neural network

Navarun Das, Elima Hussain, Lipi B. Mahanta · Neural Networks · 2020 · 164 citations

Dermoscopic Image, Convolutional Neural Network, Image Analysis +14

A comprehensive study on the multi-class cervical cancer diagnostic prediction on pap smear images using a fusion-based decision from ensemble deep convolutional neural network

Elima Hussain, Lipi B. Mahanta, Chandana Das et al. · Tissue and Cell · 2020 · 119 citations

Comprehensive Study, Image Analysis, Machine Learning +15

Liquid based-cytology Pap smear dataset for automated multi-class diagnosis of pre-cancerous and cervical cancer lesions

Elima Hussain, Lipi B. Mahanta, Himakshi Borah et al. · Data in Brief · 2020 · 113 citations · Full text

Digital Pathology, Diagnosis, Pathology +22

A shape context fully convolutional neural network for segmentation and classification of cervical nuclei in Pap smear images

Elima Hussain, Lipi B. Mahanta, Chandana Das et al. · Artificial Intelligence in Medicine · 2020 · 85 citations

Convolutional Neural Network, Shape Context, Image Analysis +15

IHC-Net: A fully convolutional neural network for automated nuclear segmentation and ensemble classification for Allred scoring in breast pathology

Lipi B. Mahanta, Elima Hussain, Navarun Das et al. · Applied Soft Computing · 2021 · 32 citations

Convolutional Neural Network, Engineering, Machine Learning +17