Neeraj Dhungel

15 papers B 2Misc 1Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2019 J jnl
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss.
IEEE Trans. Medical Imaging
Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong, Hany Girgis, Neeraj Dhungel, Amir H. Abdi, Delaram Behnami, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang
2019 — conf
Designing lightweight deep learning models for echocardiography view classification.
Image-Guided Procedures
Hooman Vaseli, Zhibin Liao, Amir H. Abdi, Hany Girgis, Delaram Behnami, Christina Luong, Fatemeh Taheri Dezaki, Neeraj Dhungel, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang
2017 J jnl
A deep learning approach for the analysis of masses in mammograms with minimal user intervention.
Medical Image Anal.
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2017 — ch.
Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms.
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2017 — conf
Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms.
DLMIA/ML-CDS@MICCAI
Fatemeh Taheri Dezaki, Neeraj Dhungel, Amir H. Abdi, Christina Luong, Teresa Tsang, John Jue, Ken Gin, Dale Hawley, Robert Rohling, Purang Abolmaesumi
2017 — conf
Fully automated classification of mammograms using deep residual neural networks.
ISBI
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2017 B conf
Mass segmentation in mammograms: A cross-sensor comparison of deep and tailored features.
ICIP
Jaime S. Cardoso, Nuno Marques, Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2017 — conf
Multi-scale mass segmentation for mammograms via cascaded random forests.
ISBI
Hang Min, Shekhar S. Chandra, Neeraj Dhungel, Stuart Crozier, Andrew P. Bradley
2016 J jnl
Automated Detection of Individual Micro-calcifications from Mammograms using a Multi-stage Cascade Approach.
CoRR
Zhi Lu, Gustavo Carneiro, Neeraj Dhungel, Andrew P. Bradley
2016 — conf
The Automated Learning of Deep Features for Breast Mass Classification from Mammograms.
MICCAI (2)
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2015 Misc conf
Automated Mass Detection in Mammograms Using Cascaded Deep Learning and Random Forests.
DICTA
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2015 — conf
Deep Learning and Structured Prediction for the Segmentation of Mass in Mammograms.
MICCAI (1)
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2015 B conf
Deep structured learning for mass segmentation from mammograms.
ICIP
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2015 — conf
Tree RE-weighted belief propagation using deep learning potentials for mass segmentation from mammograms.
ISBI
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley
2014 J jnl
Deep Structured learning for mass segmentation from Mammograms.
CoRR
Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley