Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment.

[BibT_eX]

[DOI]

Yanda Meng

Yuchen Zhang

Medical Image Anal., 2024

CathAction: A Benchmark for Endovascular Intervention Understanding.

[BibT_eX]

[DOI]

CoRR, 2024

Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases.

[BibT_eX]

[DOI]

CoRR, 2024

Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?

[BibT_eX]

[DOI]

CoRR, 2024

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.

[BibT_eX]

[DOI]

CoRR, 2024

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.

[BibT_eX]

[DOI]

CoRR, 2024

CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Clinical Insight-Augmented Multi-View Learning for Alzheimer's Detection in Retinal OCTA Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

The Impact of Reasoning Step Length on Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., March, 2023

Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, February, 2023

3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2023

Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model.

[BibT_eX]

[DOI]

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

2022

Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs.

[BibT_eX]

[DOI]

CoRR, 2022

Counting with Adaptive Auxiliary Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net.

[BibT_eX]

[DOI]

Yuchen Zhang

Yanda Meng

Yalin Zheng

Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022

Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency.

[BibT_eX]

[DOI]

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

DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A regularization term for slide correlation reduction in whole slide image analysis with deep learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography.

[BibT_eX]

[DOI]

Gregory Yoke Hong Lip

Yitian Zhao

Yalin Zheng

Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021

Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration.

[BibT_eX]

[DOI]

Srinivasa R. Vallabhaneni

Yalin Zheng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Spatial Uncertainty-Aware Semi-Supervised Crowd Counting.

[BibT_eX]

[DOI]

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

BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation.