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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
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation
CVPR 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
CVPR 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning
CVPR 2025
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification
CVPR 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation
WACV 2025
Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization
CVPR 2025
Keep Your Friends Close, and Your Enemies Farther: Distance-aware Voxel-wise Contrastive Learning for Semi-supervised Multi-organ Segmentation
ICCV 2025
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
ICCV 2025
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation
WACV 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation
WACV 2025
Recover Biological Structure from Sparse-View Diffraction Images with Neural Volumetric Prior
ICCV 2025
AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation
ICCV 2025
Single Exposure Quantitative Phase Imaging with a Conventional Microscope Using Diffusion Models
AAAI 2025
Automated Structured Radiology Report Generation
ACL 2025
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalizatio
WACV 2025
CT to PET Translation: A Large-Scale Dataset and Domain-Knowledge-Guided Diffusion Approach
WACV 2025
DeepCA: Deep Learning-Based 3D Coronary Artery Tree Reconstruction from Two 2D Non-Simultaneous X-ray Angiography Projections
WACV 2025
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices
WACV 2025
Uncertainty-Based Data-Wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification
WACV 2025
Physiology-Aware PolySnake for Coronary Vessel Segmentation
WACV 2025
MRI Reconstruction with Regularized 3D Diffusion Model (R3DM)
WACV 2025
Semantic versus Identity: A Divide-and-Conquer Approach towards Adjustable Medical Image De-Identification
ICCV 2025
Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis
ICCV 2025
Transformer-based Tooth Alignment Prediction with Occlusion and Collision Constraints
ICCV 2025
Task-Decoupled Bezier Surface Constraint for Uneven Low-Light Image Enhancement
ICCV 2025
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