Yucheng Tang
15 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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Research topics
Keywords
medical imaging
(6)
computed tomography
(4)
semantic segmentation
(3)
multi-organ segmentation
(3)
medical image segmentation
(2)
3d segmentation
(2)
anatomical structure
(2)
latent diffusion model
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medical image synthesis
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transfer learning
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image generation
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out-of-distribution generalization
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domain knowledge
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diffusion model
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benchmark evaluation
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zero-shot learning
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instruction fine-tuning
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self-supervised learning
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image segmentation
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graph attention network
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Papers
MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss
AAAI 2026
Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications
MICCAI 2025
MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics
MIDL 2025
MAISI: Medical AI for Synthetic Imaging
WACV 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs
ICCV 2025
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
CVPR 2025
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
CVPR 2025
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
MIDL 2024
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
MICCAI 2024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
CVPR 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
NeurIPS 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
ICCV 2023
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
CVPR 2022
UNETR: Transformers for 3D Medical Image Segmentation
WACV 2022