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Yang Song 0001
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Publications
- 2024
- [j50]Yuqian Chen, Leo R. Zekelman, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. Medical Image Anal. 94: 103120 (2024) - [c139]Veena Dodballapur, Dongnan Liu, Yang Song, Weidong Cai:
Cross-Domain Exemplars for Cell Counting. ISBI 2024: 1-5 - [i41]Yuqian Chen, Fan Zhang, Meng Wang, Leo R. Zekelman, Suheyla Cetin Karayumak, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Lauren J. O'Donnell:
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography. CoRR abs/2407.08883 (2024) - 2023
- [j43]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions. Medical Image Anal. 85: 102759 (2023) - [j41]Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation. NeuroImage 273: 120086 (2023) - [j38]Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Tom Weidong Cai:
Decompose to Adapt: Cross-Domain Object Detection Via Feature Disentanglement. IEEE Trans. Multim. 25: 1333-1344 (2023) - [c124]Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography. ISBI 2023: 1-5 - [i39]Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Lauren J. O'Donnell:
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography. CoRR abs/2301.01911 (2023) - [i35]Yuqian Chen, Leo R. Zekelman, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. CoRR abs/2307.03982 (2023) - 2022
- [j36]Tiange Xiang, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai:
Towards bi-directional skip connections in encoder-decoder architectures and beyond. Medical Image Anal. 78: 102420 (2022) - [j33]Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Weidong Cai, Michael Barnett, Chenyu Wang:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. IEEE J. Biomed. Health Informatics 26(6): 2680-2692 (2022) - [j32]Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai:
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. IEEE Trans. Medical Imaging 41(8): 2180-2190 (2022) - [c114]Shek Wai Chu, Chaoyi Zhang, Yang Song, Weidong Cai:
Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation. ICIP 2022: 971-975 - [c107]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning. ISBI 2022: 1-5 - [c105]Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Lauren J. O'Donnell:
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. MICCAI (1) 2022: 174-184 - [i30]Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Weidong Cai:
Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement. CoRR abs/2201.01929 (2022) - [i29]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
SupWMA: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning. CoRR abs/2201.12528 (2022) - [i27]Tiange Xiang, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Tom Weidong Cai:
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond. CoRR abs/2203.05709 (2022) - [i24]Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation. CoRR abs/2205.00627 (2022) - [i22]Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Tom Weidong Cai, Lauren J. O'Donnell:
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. CoRR abs/2207.02402 (2022) - [i21]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions. CoRR abs/2207.08975 (2022) - 2021
- [j31]Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai:
Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images. IEEE Trans. Image Process. 30: 2045-2059 (2021) - [j29]Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai:
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images. IEEE Trans. Medical Imaging 40(1): 154-165 (2021) - [c98]Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai:
Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis. CVPR 2021: 9705-9715 - [c96]Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai:
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis. ICCV 2021: 895-904 - [c95]Shek Wai Chu, Chaoyi Zhang, Yang Song, Tom Weidong Cai:
Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation. ICIP 2021: 514-518 - [c93]Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai:
ICE-GAN: Identity-Aware and Capsule-Enhanced GAN with Graph-Based Reasoning for Micro-Expression Recognition and Synthesis. IJCNN 2021: 1-8 - [c92]Yuqian Chen, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Wojciech Chrzanowski, Weidong Cai:
Celltrack R-CNN: A Novel End-To-End Deep Neural Network For Cell Segmentation And Tracking In Microscopy Images. ISBI 2021: 779-782 - [c91]Heng Wang, Yang Song, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Tom Weidong Cai:
Single Neuron Segmentation Using Graph-Based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images. ISBI 2021: 934-938 - [c88]Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai:
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation. MICCAI (1) 2021: 229-238 - [c87]Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai:
Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction. MLMI@MICCAI 2021: 248-257 - [c85]Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation. MICCAI (7) 2021: 497-507 - [i19]Heng Wang, Yang Song, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Weidong Cai:
Single Neuron Segmentation using Graph-based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images. CoRR abs/2101.08910 (2021) - [i18]Yuqian Chen, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Wojciech Chrzanowski, Weidong Cai:
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images. CoRR abs/2102.10377 (2021) - [i17]Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai:
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis. CoRR abs/2103.05558 (2021) - [i16]Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Tom Weidong Cai, Michael Barnett, Chenyu Wang:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. CoRR abs/2104.10029 (2021) - [i15]Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai:
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis. CoRR abs/2105.01288 (2021) - [i14]Tiange Xiang, Chaoyi Zhang, Yang Song, Siqi Liu, Hongliang Yuan, Tom Weidong Cai:
Partial Graph Reasoning for Neural Network Regularization. CoRR abs/2106.01805 (2021) - [i13]Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai:
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation. CoRR abs/2106.14033 (2021) - [i12]Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation. CoRR abs/2107.04938 (2021) - [i10]Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai:
Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction. CoRR abs/2108.06522 (2021) - [i9]Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai:
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. CoRR abs/2109.05788 (2021) - [i8]Jianhui Yu, Chaoyi Zhang, Heng Wang, Dingxin Zhang, Yang Song, Tiange Xiang, Dongnan Liu, Weidong Cai:
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis. CoRR abs/2112.04863 (2021) - 2020
- [j27]Yicheng Wu, Yong Xia, Yang Song, Yanning Zhang, Weidong Cai:
NFN+: A novel network followed network for retinal vessel segmentation. Neural Networks 126: 153-162 (2020) - [j26]Haozhe Jia, Yong Xia, Yang Song, Donghao Zhang, Heng Huang, Yanning Zhang, Weidong Cai:
3D APA-Net: 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images. IEEE Trans. Medical Imaging 39(2): 447-457 (2020) - [c81]Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai:
Shape-Oriented Convolution Neural Network for Point Cloud Analysis. AAAI 2020: 12773-12780 - [c79]Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai:
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting. CVPR 2020: 4242-4251 - [c78]Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Tom Weidong Cai:
Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images. DICTA 2020: 1-7 - [c75]Veena Dodballapur, Rajanish Calisa, Yang Song, Weidong Cai:
Automatic Dropout for Deep Neural Networks. ICONIP (3) 2020: 185-196 - [c74]Zihao Tang, Donghao Zhang, Yang Song, Heng Wang, Dongnan Liu, Chaoyi Zhang, Siqi Liu, Hanchuan Peng, Weidong Cai:
3D Conditional Adversarial Learning for Synthesizing Microscopic Neuron Image Using Skeleton-to-Neuron Translation. ISBI 2020: 1775-1779 - [c73]Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai:
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture. MICCAI (1) 2020: 74-84 - [i7]Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai:
Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images. CoRR abs/2002.06345 (2020) - [i6]Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai:
Shape-Oriented Convolution Neural Network for Point Cloud Analysis. CoRR abs/2004.09411 (2020) - [i5]Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai:
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting. CoRR abs/2005.02066 (2020) - [i4]Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai:
ICE-GAN: Identity-aware and Capsule-Enhanced GAN for Micro-Expression Recognition and Synthesis. CoRR abs/2005.04370 (2020) - [i3]Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai:
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture. CoRR abs/2007.00243 (2020) - 2019
- [j25]Yutong Xie, Yong Xia, Jianpeng Zhang, Yang Song, Dagan Feng, Michael J. Fulham, Weidong Cai:
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT. IEEE Trans. Medical Imaging 38(4): 991-1004 (2019) - [c72]Donghao Zhang, Yang Song, Dongnan Liu, Chaoyi Zhang, Yicheng Wu, Heng Wang, Fan Zhang, Yong Xia, Lauren J. O'Donnell, Weidong Cai:
Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation. Australasian Conference on Artificial Intelligence 2019: 563-573 - [c71]Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Heng Huang, Mei Chen, Hanchuan Peng, Weidong Cai:
Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing. CVPR Workshops 2019: 1105-1113 - [c69]Shek Wai Chu, Yang Song, Ju Jia Zou, Weidong Cai:
Human Pose Estimation Using Deep Convolutional Densenet Hourglass Network with Intermediate Points Voting. ICIP 2019: 594-598 - [c68]Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Weidong Cai:
Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion. IJCAI 2019: 861-868 - [c67]Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Yue Wang, Dagan Feng, Hanchuan Peng, Weidong Cai:
Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network. ISBI 2019: 228-231 - [c66]Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Weidong Cai:
Mask-Driven Mitosis Detection In Histopathology Images. ISBI 2019: 1855-1859 - [c65]Haozhe Jia, Yang Song, Heng Huang, Weidong Cai, Yong Xia:
HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images. MICCAI (2) 2019: 110-118 - [c64]Yicheng Wu, Yong Xia, Yang Song, Donghao Zhang, Dongnan Liu, Chaoyi Zhang, Weidong Cai:
Vessel-Net: Retinal Vessel Segmentation Under Multi-path Supervision. MICCAI (1) 2019: 264-272 - [i2]Heng Wang, Donghao Zhang, Yang Song, Heng Huang, Mei Chen, Weidong Cai:
Region and Object based Panoptic Image Synthesis through Conditional GANs. CoRR abs/1912.06840 (2019) - 2018
- [j24]Haozhe Jia, Yong Xia, Yang Song, Weidong Cai, Michael J. Fulham, David Dagan Feng:
Atlas registration and ensemble deep convolutional neural network-based prostate segmentation using magnetic resonance imaging. Neurocomputing 275: 1358-1369 (2018) - [j23]Fanjie Meng, Dalong Shan, Ruixia Shi, Yang Song, Baolong Guo, Weidong Cai:
Merged region based image retrieval. J. Vis. Commun. Image Represent. 55: 572-585 (2018) - [j22]Yongsheng Pan, Yong Xia, Yang Song, Weidong Cai:
Locality constrained encoding of frequency and spatial information for image classification. Multim. Tools Appl. 77(19): 24891-24907 (2018) - [j21]Fan Zhang, Weining Wu, Lipeng Ning, Gloria McAnulty, Deborah P. Waber, Borjan A. Gagoski, Kiera Sarill, Hesham M. Hamoda, Yang Song, Weidong Cai, Yogesh Rathi, Lauren J. O'Donnell:
Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis. NeuroImage 171: 341-354 (2018) - [j20]Fan Zhang, Peter Savadjiev, Weidong Cai, Yang Song, Yogesh Rathi, Birkan Tunç, Drew Parker, Tina Kapur, Robert T. Schultz, Nikos Makris, Ragini Verma, Lauren J. O'Donnell:
Whole brain white matter connectivity analysis using machine learning: An application to autism. NeuroImage 172: 826-837 (2018) - [j19]Donghao Zhang, Siqi Liu, Yang Song, Dagan Feng, Hanchuan Peng, Weidong Cai:
Automated 3D Soma Segmentation with Morphological Surface Evolution for Neuron Reconstruction. Neuroinformatics 16(2): 153-166 (2018) - [j18]Afaf Tareef, Yang Song, Heng Huang, Dagan Feng, Mei Chen, Yue Wang, Weidong Cai:
Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells. IEEE Trans. Medical Imaging 37(9): 2044-2059 (2018) - [j17]Siqi Liu, Donghao Zhang, Yang Song, Hanchuan Peng, Weidong Cai:
Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking. IEEE Trans. Medical Imaging 37(11): 2441-2452 (2018) - [c63]Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai:
Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring. BICS 2018: 227-236 - [c62]Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Heng Huang, Mei Chen, Weidong Cai:
Large Kernel Refine Fusion Net for Neuron Membrane Segmentation. CVPR Workshops 2018: 2212-2220 - [c61]Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Rong Gao, Hanchuan Peng, Weidong Cai:
Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images. DICTA 2018: 1-8 - [c60]Chaoyi Zhang, Yang Song, Sidong Liu, Scott Lill, Chenyu Wang, Zihao Tang, Yuyi You, Yang Gao, Alexander Klistorner, Michael Barnett, Weidong Cai:
MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging. DICTA 2018: 1-8 - [c59]Chaoyi Zhang, Yang Song, Donghao Zhang, Sidong Liu, Mei Chen, Weidong Cai:
Whole Slide Image Classification via Iterative Patch Labelling. ICIP 2018: 1408-1412 - [c58]Dongnan Liu, Donghao Zhang, Siqi Liu, Yang Song, Haozhe Jia, Dagan Feng, Yong Xia, Weidong Cai:
Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images. ICIP 2018: 2461-2465 - [c57]Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren J. O'Donnell, Weidong Cai:
3D Large Kernel Anisotropic Network for Brain Tumor Segmentation. ICONIP (7) 2018: 444-454 - [c56]Yang Song, Hang Chang, Yang Gao, Sidong Liu, Donghao Zhang, Junen Yao, Wojciech Chrzanowski, Weidong Cai:
Feature learning with component selective encoding for histopathology image classification. ISBI 2018: 257-260 - [c55]Donghao Zhang, Yang Song, Siqi Liu, Dagan Feng, Yue Wang, Weidong Cai:
Nuclei instance segmentation with dual contour-enhanced adversarial network. ISBI 2018: 409-412 - [c54]Yicheng Wu, Yong Xia, Yang Song, Yanning Zhang, Weidong Cai:
Multiscale Network Followed Network Model for Retinal Vessel Segmentation. MICCAI (2) 2018: 119-126 - [c53]Donghao Zhang, Yang Song, Dongnan Liu, Haozhe Jia, Siqi Liu, Yong Xia, Heng Huang, Weidong Cai:
Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis. MICCAI (2) 2018: 237-244 - [i1]Haozhe Jia, Yang Song, Donghao Zhang, Heng Huang, Dagan Feng, Michael J. Fulham, Yong Xia, Weidong Cai:
3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation. CoRR abs/1807.06742 (2018) - 2017
- [j16]Fanjie Meng, Ruixia Shi, Dalong Shan, Yang Song, Wangpeng He, Weidong Cai:
Multi-sensor image fusion based on regional characteristics. Int. J. Distributed Sens. Networks 13(11) (2017) - [j15]Afaf Tareef, Yang Song, Weidong Cai, Heng Huang, Hang Chang, Yue Wang, Michael J. Fulham, Dagan Feng, Mei Chen:
Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation. Neurocomputing 221: 94-107 (2017) - [j14]Afaf Tareef, Yang Song, Heng Huang, Yue Wang, Dagan Feng, Mei Chen, Weidong Cai:
Optimizing the cervix cytological examination based on deep learning and dynamic shape modeling. Neurocomputing 248: 28-40 (2017) - [j13]Yang Song, Qing Li, Fan Zhang, Heng Huang, Dagan Feng, Yue Wang, Mei Chen, Weidong Cai:
Dual discriminative local coding for tissue aging analysis. Medical Image Anal. 38: 65-76 (2017) - [j12]Yang Song, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Weidong Cai:
Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification. IEEE Trans. Medical Imaging 36(8): 1636-1649 (2017) - [c52]Yang Song, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell, Weidong Cai:
Locally-Transferred Fisher Vectors for Texture Classification. ICCV 2017: 4922-4930 - [c51]Zihao Tang, Donghao Zhang, Siqi Liu, Yang Song, Hanchuan Peng, Weidong Cai:
Automatic 3D Single Neuron Reconstruction with Exhaustive Tracing. ICCV Workshops 2017: 126-133 - [c50]Afaf Tareef, Yang Song, Dagan Feng, Mei Chen, Weidong Cai:
Automated multi-stage segmentation of white blood cells via optimizing color processing. ISBI 2017: 565-568 - [c49]Yang Song, Ju Jia Zou, Hang Chang, Weidong Cai:
Adapting fisher vectors for histopathology image classification. ISBI 2017: 600-603 - [c48]Fan Zhang, Pegah Kahali, Yannick Suter, Isaiah Norton, Laura Rigolo, Peter Savadjiev, Yang Song, Yogesh Rathi, Tom Weidong Cai, William M. Wells III, Alexandra J. Golby, Lauren J. O'Donnell:
Automated connectivity-based groupwise cortical atlas generation: Application to data of neurosurgical patients with brain tumors for cortical parcellation prediction. ISBI 2017: 774-777 - [c47]Fan Zhang, Isaiah Norton, Weidong Cai, Yang Song, William M. Wells III, Lauren J. O'Donnell:
Comparison between two white matter segmentation strategies: An investigation into white matter segmentation consistency. ISBI 2017: 796-799 - [c46]Yang Song, Hang Chang, Heng Huang, Weidong Cai:
Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification. MICCAI (3) 2017: 99-106 - [c45]Siqi Liu, Donghao Zhang, Yang Song, Hanchuan Peng, Weidong Cai:
Triple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images. MLMI@MICCAI 2017: 185-193 - [c44]Fan Zhang, Weining Wu, Lipeng Ning, Gloria McAnulty, Deborah P. Waber, Borjan A. Gagoski, Kiera Sarill, Hesham M. Hamoda, Yang Song, Weidong Cai, Yogesh Rathi, Lauren J. O'Donnell:
Supra-Threshold Fiber Cluster Statistics for Data-Driven Whole Brain Tractography Analysis. MICCAI (1) 2017: 556-565 - [p1]Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller:
Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark. Cloud-Based Benchmarking of Medical Image Analysis 2017: 237-249 - 2016
- [j11]Yang Song, Weidong Cai, Heng Huang, Dagan Feng, Yue Wang, Mei Chen:
Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors. BMC Bioinform. 17: 465:1-465:15 (2016) - [j10]Yang Song, Qing Li, Dagan Feng, Ju Jia Zou, Weidong Cai:
Texture image classification with discriminative neural networks. Comput. Vis. Media 2(4): 367-377 (2016) - [j9]Fan Zhang, Yang Song, Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Sonia Pujol, Ron Kikinis, Michael J. Fulham, David Dagan Feng, Mei Chen:
Dictionary pruning with visual word significance for medical image retrieval. Neurocomputing 177: 75-88 (2016) - [j8]Fan Zhang, Yang Song, Weidong Cai, Sidong Liu, Siqi Liu, Sonia Pujol, Ron Kikinis, Yong Xia, Michael J. Fulham, David Dagan Feng:
Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging. IEEE Trans. Biomed. Eng. 63(5): 1058-1069 (2016) - [c43]Sidong Liu, Yang Song, Fan Zhang, Dagan Feng, Michael J. Fulham, Tom Weidong Cai:
Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation. BIH 2016: 285-294 - [c42]Yang Song, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Tom Weidong Cai:
Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors. ECCV Workshops (1) 2016: 306-317 - [c41]Fan Zhang, Peter Savadjiev, Tom Weidong Cai, Yang Song, Ragini Verma, Carl-Fredrik Westin, Lauren J. O'Donnell:
Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging. ISBI 2016: 564-567 - [c40]Afaf Tareef, Yang Song, Tom Weidong Cai, Yue Wang, David Dagan Feng, Mei Chen:
Automatic nuclei and cytoplasm segmentation of leukocytes with color and texture-based image enhancement. ISBI 2016: 935-938 - [c39]Yang Song, Weidong Cai, Fan Zhang, Heng Huang, David Dagan Feng, Yue Wang, Mei Chen:
Texture analysis of tissue aging using global and cluster constrained local coding. ISBI 2016: 1229-1232 - 2015
- [j7]Yang Song, Tom Weidong Cai, Heng Huang, Yun Zhou, Yue Wang, David Dagan Feng:
Locality-constrained Subcluster Representation Ensemble for lung image classification. Medical Image Anal. 22(1): 102-113 (2015) - [j6]Yang Song, Tom Weidong Cai, Heng Huang, Yun Zhou, David Dagan Feng, Yue Wang, Michael J. Fulham, Mei Chen:
Large Margin Local Estimate With Applications to Medical Image Classification. IEEE Trans. Medical Imaging 34(6): 1362-1377 (2015) - [c38]Fan Zhang, Yang Song, Tom Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Siqi Liu, David Dagan Feng, Mei Chen:
Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval. ACALCI 2015: 436-445 - [c37]Yang Song, Weidong Cai, Qing Li, Fan Zhang, David Dagan Feng, Heng Huang:
Fusing subcategory probabilities for texture classification. CVPR 2015: 4409-4417 - [c36]Afaf Tareef, Yang Song, Min-Zhao Lee, David Dagan Feng, Mei Chen, Tom Weidong Cai:
Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation. DICTA 2015: 1-7 - [c35]Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller:
USYD/HES-SO in the VISCERAL Retrieval Benchmark. MRDM@ECIR 2015: 139-143 - [c34]Fan Zhang, Weidong Cai, Yang Song, Paul M. Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Dagan Feng:
Beating cilia identification in fluorescence microscope images for accurate CBF measurement. ICIP 2015: 4496-4500 - [c33]Afaf Tareef, Yang Song, Weidong Cai, Heng Huang, Yue Wang, Dagan Feng, Mei Chen:
Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears. ICONIP (1) 2015: 390-400 - [c32]Yang Song, Weidong Cai, Fan Zhang, Heng Huang, Yun Zhou, David Dagan Feng:
Bone texture characterization with fisher encoding of local descriptors. ISBI 2015: 5-8 - [c31]Fan Zhang, Yang Song, Siqi Liu, Paul M. Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Sidong Liu, David Dagan Feng, Tom Weidong Cai:
Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation. MICCAI (3) 2015: 300-307 - 2014
- [j5]Fan Zhang, Yang Song, Weidong Cai, Min-Zhao Lee, Yun Zhou, Heng Huang, Shimin Shan, Michael J. Fulham, David Dagan Feng:
Lung Nodule Classification With Multilevel Patch-Based Context Analysis. IEEE Trans. Biomed. Eng. 61(4): 1155-1166 (2014) - [j4]Yang Song, Weidong Cai, Heng Huang, Xiaogang Wang, Yun Zhou, Michael J. Fulham, David Dagan Feng:
Lesion Detection and Characterization With Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC Studies. IEEE Trans. Medical Imaging 33(2): 408-421 (2014) - [c30]Fan Zhang, Yang Song, Sidong Liu, Sonia Pujol, Ron Kikinis, David Dagan Feng, Tom Weidong Cai:
Latent Semantic Association for Medical Image Retrieval. DICTA 2014: 1-6 - [c29]Gillian Ng, Yang Song, Weidong Cai, Yun Zhou, Sidong Liu, David Dagan Feng:
Hierarchical and binary spatial descriptors for lung nodule image retrieval. EMBC 2014: 6463-6466 - [c28]Afaf Tareef, Yang Song, Weidong Cai, David Dagan Feng, Mei Chen:
Automated three-stage nucleus and cytoplasm segmentation of overlapping cells. ICARCV 2014: 865-870 - [c27]Fan Zhang, Weidong Cai, Yang Song, Paul M. Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Dagan Feng:
Image-based ciliary beating frequency estimation for therapeutic assessment on defective mucociliary clearance diseases. ISBI 2014: 193-196 - [c26]Weidong Cai, Fan Zhang, Yang Song, Sidong Liu, Lingfeng Wen, Stefan Eberl, Michael J. Fulham, Dagan Feng:
Automated feedback extraction for medical imaging retrieval. ISBI 2014: 907-910 - [c25]Fan Zhang, Yang Song, Weidong Cai, Yun Zhou, Michael J. Fulham, Stefan Eberl, Shimin Shan, Dagan Feng:
A ranking-based lung nodule image classification method using unlabeled image knowledge. ISBI 2014: 1356-1359 - [c24]Yang Song, Tom Weidong Cai, Heng Huang, Yun Zhou, David Dagan Feng, Mei Chen:
Large Margin Aggregation of Local Estimates for Medical Image Classification. MICCAI (2) 2014: 196-203 - 2013
- [j3]Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng, Mei Chen:
Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling. BMC Bioinform. 14: 173 (2013) - [j2]Yang Song, Weidong Cai, Yun Zhou, David Dagan Feng:
Feature-Based Image Patch Approximation for Lung Tissue Classification. IEEE Trans. Medical Imaging 32(4): 797-808 (2013) - [c23]Fan Zhang, Yang Song, Weidong Cai, Yun Zhou, Shimin Shan, Dagan Feng:
Context Curves for Classification of Lung Nodule Images. DICTA 2013: 1-7 - [c22]Min-Zhao Lee, Weidong Cai, Yang Song, Hiran Selvadurai, David Dagan Feng:
Fully automated scoring of chest radiographs in cystic fibrosis. EMBC 2013: 3965-3968 - [c21]Sidong Liu, Weidong Cai, Yang Song, Sonia Pujol, Ron Kikinis, Lingfeng Wen, David Dagan Feng:
Localized Sparse Code Gradient in Alzheimer's disease staging. EMBC 2013: 5398-5401 - [c20]Fan Zhang, Weidong Cai, Yang Song, Min-Zhao Lee, Shimin Shan, David Dagan Feng:
Overlapping node discovery for improving classification of lung nodules. EMBC 2013: 5461-5464 - [c19]Yang Song, Weidong Cai, David Dagan Feng, Mei Chen:
Cell nuclei segmentation in fluorescence microscopy images using inter- and intra-region discriminative information. EMBC 2013: 6087-6090 - [c18]Sidong Liu, Lelin Zhang, Weidong Cai, Yang Song, Zhiyong Wang, Lingfeng Wen, David Dagan Feng:
A supervised multiview spectral embedding method for neuroimaging classification. ICIP 2013: 601-605 - [c17]Lelin Zhang, Sidong Liu, Zhiyong Wang, Weidong Cai, Yang Song, David Dagan Feng:
Graph cuts based relevance feedback in image retrieval. ICIP 2013: 4358-4362 - [c16]Yang Song, Weidong Cai, Yun Zhou, Lingfeng Wen, David Dagan Feng:
Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor. ISBI 2013: 198-201 - [c15]Yang Song, Weidong Cai, Heng Huang, Xiaogang Wang, Stefan Eberl, Michael J. Fulham, Dagan Feng:
Similarity Guided Feature Labeling for Lesion Detection. MICCAI (1) 2013: 284-291 - [c14]Sidong Liu, Yang Song, Weidong Cai, Sonia Pujol, Ron Kikinis, Xiaogang Wang, Dagan Feng:
Multifold Bayesian Kernelization in Alzheimer's Diagnosis. MICCAI (2) 2013: 303-310 - [c13]Yang Song, Weidong Cai, Seungil Huh, Mei Chen, Takeo Kanade, Yun Zhou, Dagan Feng:
Discriminative Data Transform for Image Feature Extraction and Classification. MICCAI (2) 2013: 452-459 - 2012
- [j1]Yang Song, Weidong Cai, Jinman Kim, David Dagan Feng:
A Multistage Discriminative Model for Tumor and Lymph Node Detection in Thoracic Images. IEEE Trans. Medical Imaging 31(5): 1061-1075 (2012) - [c12]Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng:
Object localization in medical images based on graphical model with contrast and interest-region terms. CVPR Workshops 2012: 1-7 - [c11]Yang Song, Weidong Cai, David Dagan Feng:
Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability. DICTA 2012: 1-6 - [c10]Yang Song, Weidong Cai, David Dagan Feng:
Global context inference for adaptive abnormality detection in PET-CT images. ISBI 2012: 482-485 - [c9]Yang Song, Weidong Cai, Yue Wang, David Dagan Feng:
Location classification of lung nodules with optimized graph construction. ISBI 2012: 1439-1442 - [c8]Weidong Cai, Yang Song, David Dagan Feng:
Regression and classification based distance metric learning for medical image retrieval. ISBI 2012: 1775-1778 - [c7]Yang Song, Weidong Cai, Yun Zhou, Dagan Feng:
Thoracic Abnormality Detection with Data Adaptive Structure Estimation. MICCAI (1) 2012: 74-81 - [c6]Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng:
Context Enhanced Graphical Model for Object Localization in Medical Images. MCV 2012: 194-205 - 2011
- [c5]Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
Thoracic image matching with appearance and spatial distribution. EMBC 2011: 4469-4472 - [c4]Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
Thoracic image case retrieval with spatial and contextual information. ISBI 2011: 1885-1888 - [c3]Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
Discriminative Pathological Context Detection in Thoracic Images Based on Multi-level Inference. MICCAI (3) 2011: 191-198 - 2010
- [c2]Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
A content-based image retrieval framework for multi-modality lung images. CBMS 2010: 285-290 - [c1]Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng:
Structure-Adaptive Feature Extraction and Representation for Multi-modality Lung Images Retrieval. DICTA 2010: 152-157
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