Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging
Qingjie Meng, Jacqueline Matthew, Veronika A Zimmer, Alberto Gomez, David FA Lloyd, Daniel Rueckert, Bernhard Kainz
IEEE Transactions on Medical Imaging, 2020. (Journal)
Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment
Qingjie Meng, Daniel Rueckert, Bernhard Kainz
International Workshop on Advances in Simplifying Medical Ultrasound (ASMUS), 2020.
Ultrasound Video Summarization using Deep Reinforcement Learning
Tianrui Liu, Qingjie Meng, Athanasios Vlontzos, Jeremy Tan, Daniel Rueckert, Bernhard Kainz
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020.
Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening
Jeremy Tan, Anselm Au, Qingjie Meng, Sandy FinesilverSmith, John Simpson, Daniel Rueckert, Reza Razavi, Thomas Day, David Lloyd, Bernhard Kainz
International Workshop on Preterm, Perinatal and Paediatric Image Analysis (PIPPI), 2020.
Weakly supervised estimation of shadow confidence maps in fetal ultrasound imaging
Qingjie Meng, Matthew Sinclair, Veronika Zimmer, Benjamin Hou, Martin Rajchl, Nicolas Toussaint, Ozan Oktay, Jo Schlemper, Alberto Gomez, James Housden, Jacqueline Matthew, Daniel Rueckert, Julia A Schnabel, Bernhard Kainz
IEEE Transactions on Medical Imaging, 2019. (Journal)
Representation disentanglement for multi-task learning with application to fetal ultrasound
Qingjie Meng, Nick Pawlowski, Daniel Rueckert, Bernhard Kainz
International Workshop on Smart Ultrasound Imaging (SUSI), 2019.
Semi-supervised Learning of Fetal Anatomy from Ultrasound
Jeremy Tan, Anselm Au, Qingjie Meng, Bernhard Kainz
International Workshop on Medical Image Learning with Less Labels and Imperfect Data (MIL3ID), 2019.
Spectral Unmixing for Hyperspectral Image Classification with an Adaptive Endmember Selection
Qingjie Meng, Yanning Zhang, Wei Wei, Lei Zhang
Intelligence Science and Big Data Engineering: 4th International Conference (IScIDE), 2013.
Class-specific artificial immune recognition method for hyperspectral image classification
Qingjie Meng, Yanning Zhang, Yuemei Ren, Hongwei She
IEEE 11th International Conference on Signal Processing (ICSP), 2012.
An associative saliency segmentation method for infrared targets
Lei Zhang, Yanning Zhang, Wei Wei, Qingjie Meng
2013 IEEE International Conference on Image Processing (ICIP), 2013.
Hyperspectral image classification based on Multiple Improved particle swarm cooperative optimization and SVM
Yuemei Ren, Yanning Zhang, Qingjie Meng, Lei Zhang
International Conference on Pattern Recognition (ICPR2012), 2012.
Subspace Divided Semi-Supervised SVM Classification for Hyperspectral Images
She Hongwei, Meng Qingjie, Ren Yuemei
International Conference on Intelligent Science and Intelligent Data Engineering (IScIDE), 2011.