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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
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation
WACV 2025
Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm
ICCV 2025
CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification
WACV 2025
DAViD: Data-efficient and Accurate Vision Models from Synthetic Data
ICCV 2025
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices
WACV 2025
MaskSAM: Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation
ICCV 2025
CT to PET Translation: A Large-Scale Dataset and Domain-Knowledge-Guided Diffusion Approach
WACV 2025
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework
WACV 2025
MambaRecon: MRI Reconstruction with Structured State Space Models
WACV 2025
Multi-modal Medical Diagnosis via Large-small Model Collaboration
CVPR 2025
Data-Efficient Alignment in Medical Imaging via Reconfigurable Generative Networks
WACV 2025
Remote Photoplethysmography in Real-World and Extreme Lighting Scenarios
CVPR 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs
ICCV 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
CVPR 2025
Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis
CVPR 2025
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization
ICCV 2025
SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation
CVPR 2025
DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery
CVPR 2025
DeepCA: Deep Learning-Based 3D Coronary Artery Tree Reconstruction from Two 2D Non-Simultaneous X-ray Angiography Projections
WACV 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation
CVPR 2025
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
ICCV 2025
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
ICCV 2025
V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy
CVPR 2025
Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models
CVPR 2025
Multi-Resolution Guided 3D GANs for Medical Image Translation
WACV 2025
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