Tom Weidong Cai

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Multi-modal Domain Adaptation for Text Visual Question Answering Tasks.

[BibT_eX]

[DOI]

Zhiyuan Li

Dongnan Liu

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

CelebV-Text: A Large-Scale Facial Text-Video Dataset.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Rethinking Rotation Invariance with Point Cloud Registration.

[BibT_eX]

[DOI]

Jianhui Yu

Chaoyi Zhang

Ettikan Kandasamy Karuppiah

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

Learning multi-scale synergic discriminative features for prostate image segmentation.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Towards bi-directional skip connections in encoder-decoder architectures and beyond.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Deep-learning-based solution for data deficient satellite image segmentation.

[BibT_eX]

[DOI]

Henry Wing Fung Yeung

Expert Syst. Appl., 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

Suheyla Cetin Karayumak

CoRR, 2022

Towards Generalisable Audio Representations for Audio-Visual Navigation.

[BibT_eX]

[DOI]

CoRR, 2022

MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

TractoFormer: A Novel Fiber-Level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Diffusion MRI Fibre Orientation Distribution Inpainting.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2021

Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

In-painting Radiography Images for Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Boundary-aware Graph Reasoning for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Partial Graph Reasoning for Neural Network Regularization.

[BibT_eX]

[DOI]

CoRR, 2021

Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Network Pruning via Performance Maximization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

HNF-Netv2 for Brain Tumor Segmentation Using Multi-modal MR Imaging.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

NFN＋: A novel network followed network for retinal vessel segmentation.

[BibT_eX]

[DOI]

Neural Networks, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Bioinform., 2020

BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Automatic Dropout for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images.

[BibT_eX]

[DOI]

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

Shape-Oriented Convolution Neural Network for Point Cloud Analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Feature-Based Image Patch Classification for Moving Shadow Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Region and Object based Panoptic Image Synthesis through Conditional GANs.

[BibT_eX]

[DOI]

CoRR, 2019

Feature-Based Patch Matching for Moving Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Integrating Heterogeneous Brain Networks for Predicting Brain Disease Conditions.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Vessel-Net: Retinal Vessel Segmentation Under Multi-path Supervision.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Mask-Driven Mitosis Detection In Histopathology Images.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Reversion Correction and Regularized Random Walk Ranking for Saliency Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Dense and Sparse Labeling With Multidimensional Features for Saliency Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

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

[BibT_eX]

[DOI]

Neuroinformatics, 2018

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

[BibT_eX]

[DOI]

NeuroImage, 2018

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

[BibT_eX]

[DOI]

NeuroImage, 2018

Locality constrained encoding of frequency and spatial information for image classification.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Merged region based image retrieval.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2018

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

[BibT_eX]

[DOI]

Neurocomputing, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Multiscale Network Followed Network Model for Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Temporal Correlation Structure Learning for MCI Conversion Prediction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Nuclei instance segmentation with dual contour-enhanced adversarial network.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Cross-cohort dementia identification using transfer learning with FDG-PET imaging.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Feature learning with component selective encoding for histopathology image classification.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

3D Large Kernel Anisotropic Network for Brain Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Whole Slide Image Classification via Iterative Patch Labelling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Large Kernel Refine Fusion Net for Neuron Membrane Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017

Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

Dual discriminative local coding for tissue aging analysis.

[BibT_eX]

[DOI]

Medical Image Anal., 2017

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

[BibT_eX]

[DOI]

Neurocomputing, 2017

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

[BibT_eX]

[DOI]

Neurocomputing, 2017

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

[BibT_eX]

[DOI]

Neurocomputing, 2017

A spatially cohesive superpixel model for image noise level estimation.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Multi-sensor image fusion based on regional characteristics.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2017

Early identification of mild cognitive impairment using incomplete random forest-robust support vector machine and FDG-PET imaging.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2017

Regularized Modal Regression with Applications in Cognitive Impairment Prediction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automated multi-stage segmentation of white blood cells via optimizing color processing.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Adapting fisher vectors for histopathology image classification.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Prostate segmentation in MR images using ensemble deep convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automatic 3D Single Neuron Reconstruction with Exhaustive Tracing.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Locally-Transferred Fisher Vectors for Texture Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization.

[BibT_eX]

[DOI]

Kamran Ghasedi Dizaji

Proceedings of the IEEE International Conference on Computer Vision, 2017

Video Recovery via Learning Variation and Consistency of Images.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017

2016

Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2016

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

[BibT_eX]

[DOI]

Neuroinformatics, 2016

Dictionary pruning with visual word significance for medical image retrieval.

[BibT_eX]

[DOI]

Fan Zhang

Alexander G. Hauptmann

Neurocomputing, 2016

Texture image classification with discriminative neural networks.

[BibT_eX]

[DOI]

Comput. Vis. Media, 2016

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

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Error Analysis of Generalized Nyström Kernel Regression.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Reconstruction of 3D neuron morphology using Rivulet back-tracking.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Texture analysis of tissue aging using global and cluster constrained local coding.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brain Informatics and Health - International Conference, 2016

2015

Large Margin Local Estimate With Applications to Medical Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2015

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2015

Locality-constrained Subcluster Representation Ensemble for lung image classification.

[BibT_eX]

[DOI]

Medical Image Anal., 2015

Morphometry-Based Longitudinal Neurodegeneration Simulation with MR Imaging.

[BibT_eX]

[DOI]

CoRR, 2015

Multimodal neuroimaging computing: the workflows, methods, and platforms.

[BibT_eX]

[DOI]

Brain Informatics, 2015

Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders.

[BibT_eX]

[DOI]

Brain Informatics, 2015

Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Bone texture characterization with fisher encoding of local descriptors.

[BibT_eX]

[DOI]

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?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Beating cilia identification in fluorescence microscope images for accurate CBF measurement.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Subject-centered multi-view feature fusion for neuroimaging retrieval and classification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Fusing subcategory probabilities for texture classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Robust saliency detection via regularized random walks ranking.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Peng Li

Heng Huang

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Robust Capped Norm Nonnegative Matrix Factorization: Capped Norm NMF.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval.

[BibT_eX]

[DOI]

Fan Zhang

Alexander G. Hauptmann

Proceedings of the Artificial Life and Computational Intelligence, 2015

Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

Lung Nodule Classification With Multilevel Patch-Based Context Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2014

Multi-Channel neurodegenerative pattern analysis and its application in Alzheimer's disease characterization.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2014

Human Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Large Margin Aggregation of Local Estimates for Medical Image Classification.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

A ranking-based lung nodule image classification method using unlabeled image knowledge.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Early diagnosis of Alzheimer's disease with deep learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Co-neighbor multi-view spectral embedding for medical content-based retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Automated feedback extraction for medical imaging retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Image noise level estimation based on a new adaptive superpixel classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Automated three-stage nucleus and cytoplasm segmentation of overlapping cells.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Propagation graph fusion for multi-modal medical content-based retrieval.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Medical image classification with convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Hierarchical and binary spatial descriptors for lung nodule image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Latent Semantic Association for Medical Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

2013

Feature-Based Image Patch Approximation for Lung Tissue Classification.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2013

Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data.

[BibT_eX]

[DOI]

J. Digit. Imaging, 2013

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

[BibT_eX]

[DOI]

BMC Bioinform., 2013

Similarity Guided Feature Labeling for Lesion Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Discriminative Data Transform for Image Feature Extraction and Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Multifold Bayesian Kernelization in Alzheimer's Diagnosis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Multi-Channel brain atrophy pattern analysis in neuroimaging retrieval.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Graph cuts based relevance feedback in image retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

A supervised multiview spectral embedding method for neuroimaging classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Semi-supervised Robust Dictionary Learning via Efficient l-Norms Minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Heterogeneous Image Features Integration via Multi-modal Semi-supervised Learning Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

New Graph Structured Sparsity Model for Multi-label Image Annotations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Overlapping node discovery for improving classification of lung nodules.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Qing Li

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Thoracic Abnormality Detection with Data Adaptive Structure Estimation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Context Enhanced Graphical Model for Object Localization in Medical Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Location classification of lung nodules with optimized graph construction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Thoracic image case retrieval with spatial and contextual information.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Localized functional neuroimaging retrieval using 3D discrete curvelet transform.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Thoracic image matching with appearance and spatial distribution.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010

Emulating biological strategies for uncontrolled face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

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

[BibT_eX]

[DOI]

Pattern Recognit., 2010

3D neurological image retrieval with localized pathology-centric CMRGlc patterns.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Structure-Adaptive Feature Extraction and Representation for Multi-modality Lung Images Retrieval.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

A content-based image retrieval framework for multi-modality lung images.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

Localized multiscale texture based retrieval of neurological image.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jinman Kim

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.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2008

2007

Fast and Reliable Estimation of Multiple Parametric Images Using an Integrated Method for Dynamic SPECT.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2007

Real-Time Volume Rendering Visualization of Dual-Modality PET/CT Images With Interactive Fuzzy Thresholding Segmentation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2006

Segmentation of VOI From Multidimensional Dynamic PET Images by Integrating Spatial and Temporal Features.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2006

Interactive dual-volume rendering visualization with real-time fusion and transfer function enhancement.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2006: Visualization, 2006

2005

Performance evaluation of functional medical imaging compression via optimal sampling schedule designs and cluster analysis.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2005

Temporal and Spatial Compression of Dynamic Positron Emission Tomography in Sinogram Domain.

[BibT_eX]

[DOI]

Zhe Chen

Int. J. Image Graph., 2005

2003

Pathological lesion detection in 3D dynamic PET images using asymmetry.

[BibT_eX]

[DOI]

Zhe Chen

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.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2002

Generalized linear least squares algorithms for modeling glucose metabolism in the human brain with corrections for vascular effects.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2002

Automatic Detection of PET Lesions.

[BibT_eX]

[DOI]

Zhe Chen

Proceedings of the Visualisation 2002, 2002

Content access and distribution of multimedia medical data in E-health.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

2001

Web-Based Digital Medical Images.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2001

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

[BibT_eX]

[DOI]

Proceedings of the Visualisation 2001, 2001

Integrated Multimedia Medical Data Agent in E-Health.

[BibT_eX]

[DOI]

Proceedings of the Visualisation 2001, 2001

2000

Content-based retrieval of dynamic PET functional images.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2000

A Web-based Collaborative System for Medical Image Analysis and Diagnosis.

[BibT_eX]

[DOI]

Yu S. Lim

Proceedings of the Visualisation 2000, 2000

A Web Based Medical Image Data Processing and Management System.

[BibT_eX]

Jinman Kim

Proceedings of the Visualisation 2000, 2000

A 3D Image Smoothing Method for Dynamic Functional Imaging.

[BibT_eX]

Proceedings of the Visualisation 2000, 2000

Visualization of Biomedical Processes: Local Quantitative Physiological Functions in Living Human Body.

[BibT_eX]

[DOI]