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Yang Song
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Knowledge-based collaborative deep learning for benign-malignant lung nodule classification on chest CT
Y Xie, Y Xia, J Zhang, Y Song, D Feng, M Fulham, W Cai
IEEE transactions on medical imaging 38 (4), 991-1004, 2019
2142019
Feature-based Image Patch Approximation for Lung Tissue Classification
Y Song, W Cai, Y Zhou, D Feng
IEEE Transactions on Medical Imaging 32 (4), 797-808, 2013
1692013
Multiscale Network Followed Network Model for Retinal Vessel Segmentation
Y Wu, Y Xia, Y Song, Y Zhang, W Cai
International Conference on Medical Image Computing and Computer-Assisted …, 2018
1172018
Lung Nodule Classification with Multi-level Patch-based Context Analysis
F Zhang, Y Song, W Cai, MZ Lee, Y Zhou, H Huang, S Shan, M Fulham, ...
IEEE Transactions on Biomedical Engineering 61 (4), 1155-1166, 2014
912014
Large margin local estimate with applications to medical image classification
Y Song, W Cai, H Huang, Y Zhou, DD Feng, Y Wang, MJ Fulham, M Chen
IEEE transactions on medical imaging 34 (6), 1362-1377, 2015
752015
Atlas Registration and Ensemble Deep Convolutional Neural Network-based Prostate Segmentation Using Magnetic Resonance Imaging
H Jia, Y Xia, Y Song, W Cai, M Fulham, D Feng
Neurocomputing 275, 1358-1369, 2018
722018
Vessel-Net: Retinal Vessel Segmentation under Multi-path Supervision
Y Wu, Y Xia, Y Song, D Zhang, D Liu, C Zhang, W Cai
International Conference on Medical Image Computing and Computer-Assisted …, 2019
712019
Adapting Fisher Vectors for Histopathology Image Classification
Y Song, JJ Zou, H Chang, W Cai
The IEEE International Symposium on Biomedical Imaging (ISBI 2017), 600-603, 2017
662017
3D APA-Net: 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images
H Jia, Y Xia, Y Song, D Zhang, H Huang, Y Zhang, W Cai
IEEE Transactions on Medical Imaging 39 (2), 447-457, 2020
612020
Multi-pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells
A Tareef, Y Song, H Huang, D Feng, M Chen, Y Wang, W Cai
IEEE Transactions on Medical Imaging, 2018
602018
NFN+: A novel network followed network for retinal vessel segmentation
Y Wu, Y Xia, Y Song, Y Zhang, W Cai
Neural Networks 126 (6), 153-162, 2020
572020
A Multi-Stage Discriminative Model for Tumor and Lymph Node Detection in Thoracic Images
Y Song, W Cai, J Kim, D Feng
IEEE Transactions on Medical Imaging 31 (5), 1061-1075, 2012
562012
Optimizing the Cervix Cytological Examination based on Deep Learning and Dynamic Shape Modelling
A Tareef, Y Song, H Huang, Y Wang, D Feng, M Chen, W Cai
Neurocomputing 248, 28-40, 2017
552017
Whole Brain White Matter Connectivity Analysis using Machine Learning: An Application to Autism
F Zhang, P Savadjiev, W Cai, Y Song, Y Rathi, B Tunc, D Parker, T Kapur, ...
NeuroImage, 2017
532017
Automatic Segmentation of Overlapping Cervical Smear Cells based on Local Distinctive Features and Guided Shape Deformation
A Tareef, Y Song, W Cai, H Huang, H Chang, Y Wang, M Fulham, D Feng, ...
Neurocomputing 221, 94-107, 2017
502017
Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis
D Zhang, Y Song, D Liu, H Jia, S Liu, Y Xia, H Huang, W Cai
International Conference on Medical Image Computing and Computer-Assisted …, 2018
422018
Locally-Transferred Fisher Vectors for Texture Classification
Y Song, F Zhang, Q Li, H Huang, L O'Donnell, W Cai
The IEEE International Conference on Computer Vision - ICCV 2017, 4912-4920, 2017
412017
Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification
Y Song, Q Li, H Huang, D Feng, M Chen, W Cai
IEEE Transactions on Medical Imaging 36 (8), 1636-1649, 2017
412017
Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking
S Liu, D Zhang, Y Song, H Peng, W Cai
IEEE transactions on medical imaging 37 (11), 2441-2452, 2018
392018
Dictionary Pruning with Visual Word Significance for Medical Image Retrieval
F Zhang, Y Song, W Cai, A Hauptmann, S Liu, S Pujol, R Kikinis, ...
Neurocomputing 177 (2), 75-88, 2016
372016
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