Neeraj Dhungel

A deep learning approach for the analysis of masses in mammograms with minimal user intervention

Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley · Medical Image Analysis · 2017 · 338 citations

Image Analysis, Machine Learning, Medical Imaging +15

Automated Mass Detection in Mammograms Using Cascaded Deep Learning and Random Forests

Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley · 2015 · 225 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +23

Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss

Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong et al. · IEEE Transactions on Medical Imaging · 2018 · 87 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

Fully automated classification of mammograms using deep residual neural networks

Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley · 2017 · 84 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +19

Deep structured learning for mass segmentation from mammograms

Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley · 2015 · 66 citations

Convolutional Neural Network, Breast Masses, Machine Learning +16