Xin Zhang
Orcid: 0000-0003-1583-6401Affiliations:
- South China University of Technology, School of Electronics and Information Engineering, Guangzhou, China
- Oklahoma State University, Stillwater, OK, USA (PhD 2011)
According to our database1,
Xin Zhang
authored at least 82 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., June, 2024
IEEE Trans. Artif. Intell., June, 2024
IEEE Trans. Multim., 2024
A joint brain extraction and image quality assessment framework for fetal brain MRI slices.
NeuroImage, 2024
A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks.
CoRR, 2024
Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports.
CoRR, 2024
Two-Stage Implicit Representation Reconstruction with Iterative Registration and Double-Channel Encoder for Fetal MRI.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
A multi-task SCCA method for brain imaging genetics and its application in neurodegenerative diseases.
Comput. Methods Programs Biomed., April, 2023
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data.
CoRR, 2023
CoRR, 2023
Early Autism Diagnosis based on Path Signature and Siamese Unsupervised Feature Compressor.
CoRR, 2023
Proceedings of the 25th ACIS International Winter Conference on Software Engineering, 2023
Dual-Stream Model with Brain Metrics and Images for MRI-Based Fetal Brain Age Estimation.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Robust Cervical Abnormal Cell Detection via Distillation from Local-Scale Consistency Refinement.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Path-Based Heterogeneous Brain Transformer Network for Resting-State Functional Connectivity Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Prediction of Infant Cognitive Development with Cortical Surface-Based Multimodal Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
MNGLO-Net: A Cascade Network for Detecting Glomerulus and Classifying Pathological Types of Membranous Nephropathy.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Brain Connectivity Based Graph Convolutional Networks and Its Application to Infant Age Prediction.
IEEE Trans. Medical Imaging, 2022
Path Signature Neural Network of Cortical Features for Prediction of Infant Cognitive Scores.
IEEE Trans. Medical Imaging, 2022
Whole Slide Cervical Cancer Screening Using Graph Attention Network and Supervised Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Parallel Classification of Cells in Thinprep Cytology Test Image for Cervical Cancer Screening.
Proceedings of the Cancer Prevention Through Early Detection, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images.
IEEE Trans. Medical Imaging, 2021
Graph Convolutional Neural Network for Human Action Recognition: A Comprehensive Survey.
IEEE Trans. Artif. Intell., 2021
A Novel Unsupervised domain adaptation method for inertia-Trajectory translation of in-air handwriting.
Pattern Recognit., 2021
Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation.
CoRR, 2021
Comput. Medical Imaging Graph., 2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Automatic fetal brain extraction from 2D in utero fetal MRI slices using deep neural network.
Neurocomputing, 2020
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation.
CoRR, 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Hierarchical and Robust Pathology Image Reading for High-Throughput Cervical Abnormality Screening.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Joint Image Quality Assessment and Brain Extraction of Fetal MRI Using Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Siamese Verification Framework for Autism Identification During Infancy Using Cortical Path Signature Features.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Multi-Branch Deformable Convolutional Neural Network with Label Distribution Learning for Fetal Brain Age Prediction.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Two-Stage Adaptive Classification Cloud Workload Prediction Based on Neural Networks.
Int. J. Grid High Perform. Comput., 2019
Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting.
CoRR, 2019
Multi-path Convolutional Neural Network based on Rectangular Kernel with Path Signature Features for Gesture Recognition.
Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Skeleton-Based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Detectability and reproducibility of the olfactory fMRI signal under the influence of magnetic susceptibility artifacts in the primary olfactory cortex.
NeuroImage, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
IEEE Trans. Circuits Syst. Video Technol., 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the Brain Informatics - International Conference, 2017
2016
Group-wise sparse representation of brain states reveal network abnormalities in mild traumatic brain injury.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
A Pointing Gesture Based Egocentric Interaction System: Dataset, Approach and Application.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Fingertip in the Eye: An Attention-Based Method for Real-Time Hand Tracking and Fingertip Detection in Egocentric Videos.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016
2015
Fingertip in the Eye: A cascaded CNN pipeline for the real-time fingertip detection in egocentric videos.
CoRR, 2015
Comput. Graph. Forum, 2015
DeepFinger: A Cascade Convolutional Neuron Network Approach to Finger Key Point Detection in Egocentric Vision with Mobile Camera.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
Intrinsic Functional Component Analysis via Sparse Representation on Alzheimer's Disease Neuroimaging Initiative Database.
Brain Connect., 2014
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
Characterization of task-free and task-performance brain states via functional connectome patterns.
Medical Image Anal., 2013
Two-layer dual gait generative models for human motion estimation from a single camera.
Image Vis. Comput., 2013
IEEE Multim., 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the Human-Computer Interaction. Towards Intelligent and Implicit Interaction, 2013
2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Real-time fingertip tracking and detection using Kinect depth sensor for a new writing-in-the air system.
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012
2011
Automated target tracking and recognition using coupled view and identity manifolds for shape representation.
EURASIP J. Adv. Signal Process., 2011
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
IEEE Trans. Syst. Man Cybern. Part B, 2010
A software pipeline for 3D animation generation using mocap data and commercial shape models.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010
2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
2008
Dual generative models for human motion estimation from an uncalibrated monocular camera.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006