Tom Weidong Cai

Orcid: 0000-0003-3706-8896

Affiliations:
  • University of Sydney, Australia


According to our database1, Tom Weidong Cai authored at least 281 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A review of image watermarking for identity protection and verification.
Multim. Tools Appl., March, 2024

TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance.
Medical Image Anal., 2024

Dance Any Beat: Blending Beats with Visuals in Dance Video Generation.
CoRR, 2024

Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images.
CoRR, 2024

LaPA: Latent Prompt Assist Model For Medical Visual Question Answering.
CoRR, 2024

How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks.
CoRR, 2024

Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction.
CoRR, 2024

Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images.
CoRR, 2024

Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling.
CoRR, 2024

Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation.
CoRR, 2024

Learning to Generalize over Subpartitions for Heterogeneity-aware Domain Adaptive Nuclei Segmentation.
CoRR, 2024

Improving multiple sclerosis lesion segmentation across clinical sites: A federated learning approach with noise-resilient training.
Artif. Intell. Medicine, 2024

Alleviating Foreground Sparsity for Semi-Supervised Monocular 3D Object Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Complex Organ Mask Guided Radiology Report Generation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
EV-LFV: Synthesizing Light Field Event Streams from an Event Camera and Multiple RGB Cameras.
IEEE Trans. Vis. Comput. Graph., November, 2023

Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation.
NeuroImage, June, 2023

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., April, 2023

A convolutional neural network with pixel-wise sparse graph reasoning for COVID-19 lesion segmentation in CT images.
Comput. Biol. Medicine, March, 2023

LFACon: Introducing Anglewise Attention to No-Reference Quality Assessment in Light Field Space.
IEEE Trans. Vis. Comput. Graph., 2023

Decompose to Adapt: Cross-Domain Object Detection Via Feature Disentanglement.
IEEE Trans. Multim., 2023

ODM3D: Alleviating Foreground Sparsity for Enhanced Semi-Supervised Monocular 3D Object Detection.
CoRR, 2023

Advancements in 3D Lane Detection Using LiDAR Point Clouds: From Data Collection to Model Development.
CoRR, 2023

Exploring Annotation-free Image Captioning with Retrieval-augmented Pseudo Sentence Generation.
CoRR, 2023

Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes.
CoRR, 2023

PointNeuron: 3D Neuron Reconstruction via Geometry and Topology Learning of Point Clouds.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

TractCloud: Registration-Free Tractography Parcellation with a Novel Local-Global Streamline Point Cloud Representation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

A Deep Network for Explainable Prediction of Non-imaging Phenotypes Using Anatomical Multi-view Data.
Proceedings of the Computational Diffusion MRI - 14th International Workshop, 2023

SynthMix: Mixing Up Aligned Synthesis for Medical Cross-Modality Domain Adaptation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Deep Learning Framework for Estimating Multi-Fiber PICASO Model Parameters of Tissue Microstructure Using Diffusion MRI.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

A Registration- and Uncertainty-Based Framework for White Matter Tract Segmentation with Only One Annotated Subject.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Precise Few-Shot Fat-Free Thigh Muscle Segmentation in T1-Weighted MRI.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

ASRCD: Adaptive Serial Relation-Based Model for Cognitive Diagnosis.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Understanding the Role of Saliency Maps for Biomarker Research in 3D Medical Imaging Classification.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Multi-modal Domain Adaptation for Text Visual Question Answering Tasks.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

CelebV-Text: A Large-Scale Facial Text-Video Dataset.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

PaRot: Patch-Wise Rotation-Invariant Network via Feature Disentanglement and Pose Restoration.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Rethinking Rotation Invariance with Point Cloud Registration.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis.
IEEE Trans. Medical Imaging, 2022

Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications.
IEEE J. Biomed. Health Informatics, 2022

Learning multi-scale synergic discriminative features for prostate image segmentation.
Pattern Recognit., 2022

Towards bi-directional skip connections in encoder-decoder architectures and beyond.
Medical Image Anal., 2022

Deep-learning-based solution for data deficient satellite image segmentation.
Expert Syst. Appl., 2022

TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging.
CoRR, 2022

A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography.
CoRR, 2022

Towards Generalisable Audio Representations for Audio-Visual Navigation.
CoRR, 2022

MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning.
CoRR, 2022

DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation.
CoRR, 2022

TractoFormer: A Novel Fiber-Level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Diffusion MRI Fibre Orientation Distribution Inpainting.
Proceedings of the Computational Diffusion MRI - 13th International Workshop, 2022

Domain Adaptive Nuclei Instance Segmentation and Classification via Category-Aware Feature Alignment and Pseudo-Labelling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images.
IEEE Trans. Medical Imaging, 2021

Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images.
IEEE Trans. Image Process., 2021

Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study.
Int. J. Comput. Vis., 2021

3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis.
CoRR, 2021

In-painting Radiography Images for Unsupervised Anomaly Detection.
CoRR, 2021

PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images.
CoRR, 2021

Boundary-aware Graph Reasoning for Semantic Segmentation.
CoRR, 2021

Partial Graph Reasoning for Neural Network Regularization.
CoRR, 2021

Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

LG-Net: Lesion Gate Network for Multiple Sclerosis Lesion Inpainting.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Single Neuron Segmentation Using Graph-Based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Celltrack R-CNN: A Novel End-To-End Deep Neural Network For Cell Segmentation And Tracking In Microscopy Images.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

ICE-GAN: Identity-Aware and Capsule-Enhanced GAN with Graph-Based Reasoning for Micro-Expression Recognition and Synthesis.
Proceedings of the International Joint Conference on Neural Networks, 2021

Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Network Pruning via Performance Maximization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

HNF-Netv2 for Brain Tumor Segmentation Using Multi-modal MR Imaging.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020
3D APA-Net: 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images.
IEEE Trans. Medical Imaging, 2020

NFN+: A novel network followed network for retinal vessel segmentation.
Neural Networks, 2020

H2NF-Net for Brain Tumor Segmentation using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task.
CoRR, 2020

ICE-GAN: Identity-aware and Capsule-Enhanced GAN for Micro-Expression Recognition and Synthesis.
CoRR, 2020

Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images.
CoRR, 2020

Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images.
CoRR, 2020

DeepAntigen: a novel method for neoantigen prioritization via 3D genome and deep sparse learning.
Bioinform., 2020

BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Learning High-Resolution and Efficient Non-local Features for Brain Glioma Segmentation in MR Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Predicting Potential Propensity of Adolescents to Drugs via New Semi-supervised Deep Ordinal Regression Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

3D Conditional Adversarial Learning for Synthesizing Microscopic Neuron Image Using Skeleton-to-Neuron Translation.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Automatic Dropout for Deep Neural Networks.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

H<sup>2</sup>NF-Net for Brain Tumor Segmentation Using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

Shape-Oriented Convolution Neural Network for Point Cloud Analysis.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT.
IEEE Trans. Medical Imaging, 2019

Feature-Based Image Patch Classification for Moving Shadow Detection.
IEEE Trans. Circuits Syst. Video Technol., 2019

Region and Object based Panoptic Image Synthesis through Conditional GANs.
CoRR, 2019

Feature-Based Patch Matching for Moving Object Detection.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Integrating Heterogeneous Brain Networks for Predicting Brain Disease Conditions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Vessel-Net: Retinal Vessel Segmentation Under Multi-path Supervision.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Mask-Driven Mitosis Detection In Histopathology Images.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Human Pose Estimation Using Deep Convolutional Densenet Hourglass Network with Intermediate Points Voting.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation.
Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018
Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells.
IEEE Trans. Medical Imaging, 2018

Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking.
IEEE Trans. Medical Imaging, 2018

Reversion Correction and Regularized Random Walk Ranking for Saliency Detection.
IEEE Trans. Image Process., 2018

Dense and Sparse Labeling With Multidimensional Features for Saliency Detection.
IEEE Trans. Circuits Syst. Video Technol., 2018

Automated 3D Soma Segmentation with Morphological Surface Evolution for Neuron Reconstruction.
Neuroinformatics, 2018

Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis.
NeuroImage, 2018

Whole brain white matter connectivity analysis using machine learning: An application to autism.
NeuroImage, 2018

Locality constrained encoding of frequency and spatial information for image classification.
Multim. Tools Appl., 2018

Merged region based image retrieval.
J. Vis. Commun. Image Represent., 2018

Atlas registration and ensemble deep convolutional neural network-based prostate segmentation using magnetic resonance imaging.
Neurocomputing, 2018

3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation.
CoRR, 2018

Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Multiscale Network Followed Network Model for Retinal Vessel Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Temporal Correlation Structure Learning for MCI Conversion Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) Images.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018

3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Nuclei instance segmentation with dual contour-enhanced adversarial network.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Cross-cohort dementia identification using transfer learning with FDG-PET imaging.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Feature learning with component selective encoding for histopathology image classification.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

3D Large Kernel Anisotropic Network for Brain Tumor Segmentation.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Whole Slide Image Classification via Iterative Patch Labelling.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Large Kernel Refine Fusion Net for Neuron Membrane Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017
Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification.
IEEE Trans. Medical Imaging, 2017

Dual discriminative local coding for tissue aging analysis.
Medical Image Anal., 2017

Guest Editorial: Special issue on advances in computing techniques for big medical image data.
Neurocomputing, 2017

Optimizing the cervix cytological examination based on deep learning and dynamic shape modeling.
Neurocomputing, 2017

Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation.
Neurocomputing, 2017

A spatially cohesive superpixel model for image noise level estimation.
Neurocomputing, 2017

Multi-sensor image fusion based on regional characteristics.
Int. J. Distributed Sens. Networks, 2017

Early identification of mild cognitive impairment using incomplete random forest-robust support vector machine and FDG-PET imaging.
Comput. Medical Imaging Graph., 2017

Regularized Modal Regression with Applications in Cognitive Impairment Prediction.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Supra-Threshold Fiber Cluster Statistics for Data-Driven Whole Brain Tractography Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Transferable Multi-model Ensemble for Benign-Malignant Lung Nodule Classification on Chest CT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Triple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Comparison between two white matter segmentation strategies: An investigation into white matter segmentation consistency.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automated connectivity-based groupwise cortical atlas generation: Application to data of neurosurgical patients with brain tumors for cortical parcellation prediction.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automated multi-stage segmentation of white blood cells via optimizing color processing.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Adapting fisher vectors for histopathology image classification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Prostate segmentation in MR images using ensemble deep convolutional neural networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automatic 3D Single Neuron Reconstruction with Exhaustive Tracing.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Locally-Transferred Fisher Vectors for Texture Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Video Recovery via Learning Variation and Consistency of Images.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark.
Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017

2016
Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging.
IEEE Trans. Biomed. Eng., 2016

Rivulet: 3D Neuron Morphology Tracing with Iterative Back-Tracking.
Neuroinformatics, 2016

Dictionary pruning with visual word significance for medical image retrieval.
Neurocomputing, 2016

Texture image classification with discriminative neural networks.
Comput. Vis. Media, 2016

DeepGene: an advanced cancer type classifier based on deep learning and somatic point mutations.
BMC Bioinform., 2016

Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors.
BMC Bioinform., 2016

Error Analysis of Generalized Nyström Kernel Regression.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Reconstruction of 3D neuron morphology using Rivulet back-tracking.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Automatic nuclei and cytoplasm segmentation of leukocytes with color and texture-based image enhancement.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Texture analysis of tissue aging using global and cluster constrained local coding.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation.
Proceedings of the Brain Informatics and Health - International Conference, 2016

2015
Large Margin Local Estimate With Applications to Medical Image Classification.
IEEE Trans. Medical Imaging, 2015

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease.
IEEE Trans. Biomed. Eng., 2015

Locality-constrained Subcluster Representation Ensemble for lung image classification.
Medical Image Anal., 2015

Morphometry-Based Longitudinal Neurodegeneration Simulation with MR Imaging.
CoRR, 2015

Multimodal neuroimaging computing: the workflows, methods, and platforms.
Brain Informatics, 2015

Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders.
Brain Informatics, 2015

Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Anatomical Annotations for Drosophila Gene Expression Patterns via Multi-Dimensional Visual Descriptors Integration: Multi-Dimensional Feature Learning.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Bone texture characterization with fisher encoding of local descriptors.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Beating cilia identification in fluorescence microscope images for accurate CBF measurement.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Subject-centered multi-view feature fusion for neuroimaging retrieval and classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Semi-supervised manifold learning with affinity regularization for Alzheimer's disease identification using positron emission tomography imaging.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

USYD/HES-SO in the VISCERAL Retrieval Benchmark.
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image.
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Fusing subcategory probabilities for texture classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Robust saliency detection via regularized random walks ranking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Weakly Supervised Natural Language Processing Framework for Abstractive Multi-Document Summarization: Weakly Supervised Abstractive Multi-Document Summarization.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Robust Capped Norm Nonnegative Matrix Factorization: Capped Norm NMF.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval.
Proceedings of the Artificial Life and Computational Intelligence, 2015

Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis.
Proceedings of the Artificial Life and Computational Intelligence, 2015

2014
Lesion Detection and Characterization With Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC Studies.
IEEE Trans. Medical Imaging, 2014

Lung Nodule Classification With Multilevel Patch-Based Context Analysis.
IEEE Trans. Biomed. Eng., 2014

Multi-Channel neurodegenerative pattern analysis and its application in Alzheimer's disease characterization.
Comput. Medical Imaging Graph., 2014

Human Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Large Margin Aggregation of Local Estimates for Medical Image Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014).
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

A ranking-based lung nodule image classification method using unlabeled image knowledge.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Image-based ciliary beating frequency estimation for therapeutic assessment on defective mucociliary clearance diseases.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Early diagnosis of Alzheimer's disease with deep learning.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Co-neighbor multi-view spectral embedding for medical content-based retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Automated feedback extraction for medical imaging retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Image noise level estimation based on a new adaptive superpixel classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Automated three-stage nucleus and cytoplasm segmentation of overlapping cells.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Propagation graph fusion for multi-modal medical content-based retrieval.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Medical image classification with convolutional neural network.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Hierarchical and binary spatial descriptors for lung nodule image retrieval.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Latent Semantic Association for Medical Image Retrieval.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

2013
Feature-Based Image Patch Approximation for Lung Tissue Classification.
IEEE Trans. Medical Imaging, 2013

Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data.
J. Digit. Imaging, 2013

Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling.
BMC Bioinform., 2013

Similarity Guided Feature Labeling for Lesion Detection.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Discriminative Data Transform for Image Feature Extraction and Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Multifold Bayesian Kernelization in Alzheimer's Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Neuroimaging biomarker based prediction of Alzheimer'S disease severity with optimized graph construction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Multi-Channel brain atrophy pattern analysis in neuroimaging retrieval.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Graph cuts based relevance feedback in image retrieval.
Proceedings of the IEEE International Conference on Image Processing, 2013

A supervised multiview spectral embedding method for neuroimaging classification.
Proceedings of the IEEE International Conference on Image Processing, 2013

Semi-supervised Robust Dictionary Learning via Efficient l-Norms Minimization.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Heterogeneous Image Features Integration via Multi-modal Semi-supervised Learning Model.
Proceedings of the IEEE International Conference on Computer Vision, 2013

New Graph Structured Sparsity Model for Multi-label Image Annotations.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Overlapping node discovery for improving classification of lung nodules.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Cell nuclei segmentation in fluorescence microscopy images using inter- and intra-region discriminative information.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Localized Sparse Code Gradient in Alzheimer's disease staging.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Lung image patch classification with automatic feature learning.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Fully automated scoring of chest radiographs in cystic fibrosis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Context Curves for Classification of Lung Nodule Images.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
A Multistage Discriminative Model for Tumor and Lymph Node Detection in Thoracic Images.
IEEE Trans. Medical Imaging, 2012

Thoracic Abnormality Detection with Data Adaptive Structure Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Context Enhanced Graphical Model for Object Localization in Medical Images.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Location classification of lung nodules with optimized graph construction.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Global context inference for adaptive abnormality detection in PET-CT images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Regression and classification based distance metric learning for medical image retrieval.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Multiscale and multiorientation feature extraction with degenerative patterns for 3D neuroimaging retrieval.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Object localization in medical images based on graphical model with contrast and interest-region terms.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011
Discriminative Pathological Context Detection in Thoracic Images Based on Multi-level Inference.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Thoracic image case retrieval with spatial and contextual information.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Localized functional neuroimaging retrieval using 3D discrete curvelet transform.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Thoracic image matching with appearance and spatial distribution.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Generalized regional disorder-sensitive-weighting scheme for 3D neuroimaging retrieval.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

A Study on Static Image Derived Input Function for Non-invasively Constructing Parametric Image in Functional Imaging.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010
Emulating biological strategies for uncontrolled face recognition.
Pattern Recognit., 2010

Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach.
Pattern Recognit., 2010

3D neurological image retrieval with localized pathology-centric CMRGlc patterns.
Proceedings of the International Conference on Image Processing, 2010

Structure-Adaptive Feature Extraction and Representation for Multi-modality Lung Images Retrieval.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

A content-based image retrieval framework for multi-modality lung images.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

Localized multiscale texture based retrieval of neurological image.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Bridging the Feature Gaps for Retrieval of Multi-Dimensional Images.
Int. J. Heal. Inf. Syst. Informatics, 2009

2008
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., 2008

2007
Fast and Reliable Estimation of Multiple Parametric Images Using an Integrated Method for Dynamic SPECT.
IEEE Trans. Medical Imaging, 2007

Real-Time Volume Rendering Visualization of Dual-Modality PET/CT Images With Interactive Fuzzy Thresholding Segmentation.
IEEE Trans. Inf. Technol. Biomed., 2007

2006
A New Way for Multidimensional Medical Data Management: Volume of Interest (VOI)-Based Retrieval of Medical Images With Visual and Functional Features.
IEEE Trans. Inf. Technol. Biomed., 2006

Segmentation of VOI From Multidimensional Dynamic PET Images by Integrating Spatial and Temporal Features.
IEEE Trans. Inf. Technol. Biomed., 2006

Interactive dual-volume rendering visualization with real-time fusion and transfer function enhancement.
Proceedings of the Medical Imaging 2006: Visualization, 2006

2005
Performance evaluation of functional medical imaging compression via optimal sampling schedule designs and cluster analysis.
IEEE Trans. Biomed. Eng., 2005

Temporal and Spatial Compression of Dynamic Positron Emission Tomography in Sinogram Domain.
Int. J. Image Graph., 2005

2003
Pathological lesion detection in 3D dynamic PET images using asymmetry.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002
Dynamic image data compression in the spatial and temporal domains: clinical issues and assessment.
IEEE Trans. Inf. Technol. Biomed., 2002

Generalized linear least squares algorithms for modeling glucose metabolism in the human brain with corrections for vascular effects.
Comput. Methods Programs Biomed., 2002

Automatic Detection of PET Lesions.
Proceedings of the Visualisation 2002, 2002

Content access and distribution of multimedia medical data in E-health.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

2001
Web-Based Digital Medical Images.
IEEE Computer Graphics and Applications, 2001

A Solution to the Distribution and Standarization of Multimedia Medical Data in E-Health.
Proceedings of the Visualisation 2001, 2001

Integrated Multimedia Medical Data Agent in E-Health.
Proceedings of the Visualisation 2001, 2001

2000
Content-based retrieval of dynamic PET functional images.
IEEE Trans. Inf. Technol. Biomed., 2000

A Web-based Collaborative System for Medical Image Analysis and Diagnosis.
Proceedings of the Visualisation 2000, 2000

A Web Based Medical Image Data Processing and Management System.
Proceedings of the Visualisation 2000, 2000

A 3D Image Smoothing Method for Dynamic Functional Imaging.
Proceedings of the Visualisation 2000, 2000

Visualization of Biomedical Processes: Local Quantitative Physiological Functions in Living Human Body.
Proceedings of the Computer Graphics International Conference, 2000


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