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Methodology
← Domain-Specific
Computer Vision
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Domain-Specific
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Medical Imaging
1931 directly classified papers
Papers per year
2006: 3
2008: 2
2009: 2
2010: 3
2011: 1
2012: 3
2013: 24
2014: 22
2015: 20
2016: 21
2017: 18
2018: 37
2019: 107
2020: 137
2021: 171
2022: 221
2023: 291
2024: 296
2025: 392
2026: 160
Papers
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
CVPR 2025
Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images
AAAI 2025
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation
CVPR 2024
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images
CVPR 2024
Digital Twin-Driven Teat Localization and Shape Identification for Dairy Cow (Student Abstract)
AAAI 2024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation
CVPR 2024
DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract)
AAAI 2024
Gradient-Guided Modality Decoupling for Missing-Modality Robustness
AAAI 2024
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge
CVPR 2024
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation
CVPR 2024
Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification
AAAI 2024
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling
CVPR 2024
MKG-FENN: A Multimodal Knowledge Graph Fused End-to-End Neural Network for Accurate Drug–Drug Interaction Prediction
AAAI 2024
Leveraging an ECG Beat Diffusion Model for Morphological Reconstruction from Indirect Signals
NIPS 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
EMNLP 2024
One-Prompt to Segment All Medical Images
CVPR 2024
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning
CVPR 2024
AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval
CVPR 2024
A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency
AAAI 2024
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
AAAI 2024
DTMFormer: Dynamic Token Merging for Boosting Transformer-Based Medical Image Segmentation
AAAI 2024
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention
CVPR 2024
MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer
AAAI 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
NIPS 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution
CVPR 2024
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