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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
4152019
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis
T Xiang, C Zhang, Y Song, J Yu, W Cai
IEEE/CVF International Conference on Computer Vision (ICCV 2021), 2021
2212021
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
1982013
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
1922018
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
1412019
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
1402020
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
1082014
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
1072020
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
982017
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
962015
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
942018
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
932018
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
832017
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting
D Liu, D Zhang, Y Song, F Zhang, L O'Donnell, H Huang, M Chen, W Cai
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), 2020
802020
Learning to Recommend with Multiple Cascading Behaviors
C Gao, X He, D Gan, X Chen, F Feng, Y Li, TS Chua, L Yao, Y Song, D Jin
IEEE Transactions on Knowledge and Data Engineering, 2021
752021
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
752017
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
T Xiang, C Zhang, D Liu, Y Song, H Huang, W Cai
International Conference on Medical Image Computing and Computer-Assisted …, 2020
732020
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
702017
HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images
H Jia, Y Song, H Huang, W Cai, Y Xia
International Conference on Medical Image Computing and Computer-Assisted …, 2019
642019
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
632017
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