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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
Unsupervised Photometric-Consistent Depth Estimation from Endoscopic Monocular Video
AAAI 2025
Step-Calibrated Diffusion for Biomedical Optical Image Restoration
AAAI 2025
Autoregressive Sequence Modeling for 3D Medical Image Representation
AAAI 2025
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis
AAAI 2025
Single Exposure Quantitative Phase Imaging with a Conventional Microscope Using Diffusion Models
AAAI 2025
OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer
AAAI 2025
Dr. Tongue: Sign-Oriented Multi-label Detection for Remote Tongue Diagnosis
AAAI 2025
AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation
ICCV 2025
SIDL: A Real-World Dataset for Restoring Smartphone Images with Dirty Lenses
AAAI 2025
Generative Medical Segmentation
AAAI 2025
MAISI: Medical AI for Synthetic Imaging
WACV 2025
McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
WACV 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation
WACV 2025
GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule
ICCV 2025
Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography
ICCV 2025
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers using MRI and PET
WACV 2025
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework
WACV 2025
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
AAAI 2025
SVRMamba: Slice-to-Volume Reconstruction from Multiple MRI Stacks with Slice Sequence Guided Mamba
AAAI 2025
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation
WACV 2025
SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-Grade Videos
WACV 2025
Superpowering Open-Vocabulary Object Detectors for X-ray Vision
ICCV 2025
Multi-Resolution Guided 3D GANs for Medical Image Translation
WACV 2025
Generalizable Single-Source Cross-Modality Medical Image Segmentation via Invariant Causal Mechanisms
WACV 2025
MoFRR: Mixture of Diffusion Models for Face Retouching Restoration
ICCV 2025
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