Tom Weidong Cai

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 38

Top Topics

Image Classification

Magnetic Resonance

Top Venues

Publications

Tiange Xiang, Yixiao Zhang, Yongyi Lu, Alan L. Yuille, Chaoyi Zhang, Tom Weidong Cai, Zongwei Zhou
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Dongang Wang, Peilin Liu, Hengrui Wang, Heidi Beadnall, Kain Kyle, Linda Ly, Mariano Cabezas, Geng Zhan, Ryan Sullivan, Tom Weidong Cai, Wanli Ouyang, Fernando Calamante, Michael Barnett, Chenyu Wang
How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks. CoRR (2024)
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 (2024)
Yang Ma, Dongang Wang, Peilin Liu, Lynette Masters, Michael Barnett, Tom Weidong Cai, Chenyu Wang
Symmetry Awareness Encoded Deep Learning Framework for Brain Imaging Analysis. CoRR (2024)
Tiancheng Gu, Kaicheng Yang, Dongnan Liu, Tom Weidong Cai
LaPA: Latent Prompt Assist Model For Medical Visual Question Answering. CoRR (2024)
Weijia Zhang, Dongnan Liu, Chao Ma, Tom Weidong Cai
Alleviating Foreground Sparsity for Semi-Supervised Monocular 3D Object Detection. WACV (2024)
Dingxin Zhang, Jianhui Yu, Tengfei Xue, Chaoyi Zhang, Dongnan Liu, Tom Weidong Cai
Enhancing Robustness to Noise Corruption for Point Cloud Model via Spatial Sorting and Set-Mixing Aggregation Module. CoRR (2024)
Jianhui Yu, Hao Zhu, Liming Jiang, Chen Change Loy, Tom Weidong Cai, Wayne Wu
PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation. AAAI (2024)
Yui Lo, Yuqian Chen, Fan Zhang, Dongnan Liu, Leo R. Zekelman, Suheyla Cetin Karayumak, Yogesh Rathi, Tom Weidong Cai, Lauren J. O'Donnell
White Matter Geometry-Guided Score-Based Diffusion Model for Tissue Microstructure Imputation in Tractography Imaging. CoRR (2024)
Jianan Fan, Dongnan Liu, Hang Chang, Tom Weidong Cai
Learning to Generalize over Subpartitions for Heterogeneity-Aware Domain Adaptive Nuclei Segmentation. Int. J. Comput. Vis. 132 (8) (2024)
Yuxiang Wei, Yuqian Chen, Tengfei Xue, Leo R. Zekelman, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell
A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data. CoRR (2024)
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 (2023)
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 (2023)
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 (2023)
Ziqiao Weng, Jiancheng Yang, Dongnan Liu, Tom Weidong Cai
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset. CoRR (2023)
Jianhui Yu, Chaoyi Zhang, Tom Weidong Cai
Rethinking Rotation Invariance with Point Cloud Registration. CoRR (2023)
Ziqiao Weng, Jiancheng Yang, Dongnan Liu, Tom Weidong Cai
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset. MICCAI (7) (2023)
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Tom Weidong Cai
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation. CoRR (2023)
Xinwen Zhang, Chaoyi Zhang, Dongnan Liu, Qianbi Yu, Tom Weidong Cai
SynthMix: Mixing up Aligned Synthesis for Medical Cross-Modality Domain Adaptation. CoRR (2023)
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 (2022)
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 (2022)
Heng Wang, Chaoyi Zhang, Jianhui Yu, Tom Weidong Cai
Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds. CoRR (2022)
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 (2022)
Zihao Tang, Xinyi Wang, Mariano Cabezas, Arkiev D'Souza, Fernando Calamante, Dongnan Liu, Michael Barnett, Chenyu Wang, Tom Weidong Cai
Diffusion MRI Fibre Orientation Distribution Inpainting. CDMRI@MICCAI (2022)
Haozhe Jia, Chao Bai, Tom Weidong Cai, Heng Huang, Yong Xia
HNF-Netv2 for Brain Tumor Segmentation using multi-modal MR Imaging. CoRR (2022)
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 (2021)
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 (2021)
Tiange Xiang, Chaoyi Zhang, Yang Song, Siqi Liu, Hongliang Yuan, Tom Weidong Cai
Partial Graph Reasoning for Neural Network Regularization. CoRR (2021)
Haozhe Jia, Haoteng Tang, Guixiang Ma, Tom Weidong Cai, Heng Huang, Liang Zhan, Yong Xia
PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images. CoRR (2021)
Shek Wai Chu, Chaoyi Zhang, Yang Song, Tom Weidong Cai
Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation. ICIP (2021)
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)
Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Tom Weidong Cai
Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images. DICTA (2020)
Haozhe Jia, Yong Xia, Tom Weidong Cai, Michael J. Fulham, David Dagan Feng
Prostate segmentation in MR images using ensemble deep convolutional neural networks. ISBI (2017)
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)
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)
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)
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)
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)
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)
Sidong Liu, Tom Weidong Cai, Siqi Liu, Sonia Pujol, Ron Kikinis, David Dagan Feng
Subject-centered multi-view feature fusion for neuroimaging retrieval and classification. ICIP (2015)
Hongchang Gao, Feiping Nie, Tom Weidong Cai, Heng Huang
Robust Capped Norm Nonnegative Matrix Factorization: Capped Norm NMF. CIKM (2015)
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)
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)
Siqi Liu, Sidong Liu, Tom Weidong Cai, Sonia Pujol, Ron Kikinis, David Dagan Feng
Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis. ACALCI (2015)
Peng Li, Tom Weidong Cai, Heng Huang
Weakly Supervised Natural Language Processing Framework for Abstractive Multi-Document Summarization: Weakly Supervised Abstractive Multi-Document Summarization. CIKM (2015)
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) (2015)
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) (2015)
Shen Lu, Yong Xia, Tom Weidong Cai, David Dagan Feng
Semi-supervised manifold learning with affinity regularization for Alzheimer's disease identification using positron emission tomography imaging. EMBC (2015)
Siqi Liu, Sidong Liu, Fan Zhang, Tom Weidong Cai, Sonia Pujol, Ron Kikinis, David Dagan Feng
Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes? ISBI (2015)
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)
Henning Müller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas
Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). MCV (2014)
Peng Fu, ChangYang Li, Quan-Sen Sun, Tom Weidong Cai, David Dagan Feng
Image noise level estimation based on a new adaptive superpixel classification. ICIP (2014)
De Wang, Yang Wang, Feiping Nie, Jingwen Yan, Tom Weidong Cai, Andrew J. Saykin, Li Shen, Heng Huang
Human Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model. MICCAI (3) (2014)
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)
Hoi-Kok Cheung, Wan-Chi Siu, David Dagan Feng, Tom Weidong Cai
New Block-Based Motion Estimation for Sequences with Brightness Variation and Its Application to Static Sprite Generation for Video Compression. IEEE Trans. Circuits Syst. Video Technol. 18 (4) (2008)
Lingfeng Wen, Stefan Eberl, David Dagan Feng, Tom Weidong Cai, Jing Bai
Fast and Reliable Estimation of Multiple Parametric Images Using an Integrated Method for Dynamic SPECT. IEEE Trans. Medical Imaging 26 (2) (2007)
Jinman Kim, David Dagan Feng, Tom Weidong Cai, Stefan Eberl
Content access and distribution of multimedia medical data in E-health. ICME (2) (2002)
Jinman Kim, David Dagan Feng, Tom Weidong Cai, Stefan Eberl
A Solution to the Distribution and Standarization of Multimedia Medical Data in E-Health. VIP (2001)
Jinman Kim, David Dagan Feng, Tom Weidong Cai, Stefan Eberl
Integrated Multimedia Medical Data Agent in E-Health. VIP (2001)
Jinman Kim, David Dagan Feng, Tom Weidong Cai
A Web Based Medical Image Data Processing and Management System. VIP (2000)
Tom Weidong Cai, David Dagan Feng, Roger R. Fulton
A 3D Image Smoothing Method for Dynamic Functional Imaging. VIP (2000)
Yu S. Lim, David Dagan Feng, Tom Weidong Cai
A Web-based Collaborative System for Medical Image Analysis and Diagnosis. VIP (2000)