2024
MultiFuseYOLO: Redefining Wine Grape Variety Recognition through Multisource Information Fusion.
Sensors, May, 2024
A novel PCDscore based on programmed cell death-related genes can effectively predict prognosis and therapy responses of colon adenocarcinoma.
Comput. Biol. Medicine, March, 2024
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation.
CoRR, 2024
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere.
CoRR, 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts.
,
,
,
,
,
,
,
,
,
,
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
Context Label Learning: Improving Background Class Representations in Semantic Segmentation.
IEEE Trans. Medical Imaging, June, 2023
Causality-Inspired Single-Source Domain Generalization for Medical Image Segmentation.
IEEE Trans. Medical Imaging, April, 2023
T3D: Towards 3D Medical Image Understanding through Vision-Language Pre-training.
CoRR, 2023
Robust Segmentation via Topology Violation Detection and Feature Synthesis.
,
,
,
,
,
,
,
,
,
,
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Self-Supervised Learning for Few-Shot Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2022
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Medical Image Anal., 2022
Enhancing MR image segmentation with realistic adversarial data augmentation.
Medical Image Anal., 2022
The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion).
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2022
Improved Post-hoc Probability Calibration for Out-of-Domain MRI Segmentation.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022
Fetal Cortex Segmentation with Topology and Thickness Loss Constraints.
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging, 2022
MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation.
CoRR, 2021
Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
2020
Realistic Adversarial Data Augmentation for MR Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Self-supervision with Superpixels: Training Few-Shot Medical Image Segmentation Without Annotation.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction.
CoRR, 2019
Generalising Deep Learning MRI Reconstruction across Different Domains.
CoRR, 2019
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network at Unpaired Cross-Modality Cardiac Segmentation.
IEEE Access, 2019
Data Efficient Unsupervised Domain Adaptation For Cross-modality Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
VS-Net: Variable Splitting Network for Accelerated Parallel MRI Reconstruction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019
2018
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation.
CoRR, 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
2015
Prediction of Single Nucleotide Mutation Patterns in Microsatellites.
Proceedings of the Knowledge Science, Engineering and Management, 2015
2013
Improved Gaussian Mixture CPHD Tracker for Multitarget Tracking.
IEEE Trans. Aerosp. Electron. Syst., 2013
2012
Extensions of the SMC-PHD filters for jump Markov systems.
Signal Process., 2012
2011
Multitarget bearings-only tracking using fuzzy clustering technique and Gaussian particle filter.
J. Supercomput., 2011
Cluster sizes in interleaved silent steady state (ISSS) imaging.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011