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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
FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging
ICCV 2025
Task-Decoupled Bezier Surface Constraint for Uneven Low-Light Image Enhancement
ICCV 2025
Measuring Cross-Modal Interactions in Multimodal Models
AAAI 2025
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models
WACV 2025
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training
WACV 2025
Transformer-based Tooth Alignment Prediction with Occlusion and Collision Constraints
ICCV 2025
Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography
ICCV 2025
NestedMorph: Enhancing Deformable Medical Image Registration with Nested Attention Mechanisms
WACV 2025
Multi-view Evidential Learning-based Medical Image Segmentation
AAAI 2025
Training-Free Medical Image Inverses via Bi-Level Guided Diffusion Models
WACV 2025
Multi-Aperture Transformers for 3D (MAT3D) Segmentation of Clinical and Microscopic Images
WACV 2025
Denoising Diffusion Models for High-Resolution Microscopy Image Restoration
WACV 2025
GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule
ICCV 2025
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images
WACV 2025
Multi-Resolution Guided 3D GANs for Medical Image Translation
WACV 2025
GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation
WACV 2025
Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow
ICCV 2025
Generalizable Single-Source Cross-Modality Medical Image Segmentation via Invariant Causal Mechanisms
WACV 2025
CEMIL: Contextual Attention Based Efficient Weakly Supervised Approach for Histopathology Image Classification
WACV 2025
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices
WACV 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
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers using MRI and PET
WACV 2025
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-Supervised Medical Image Segmentation
WACV 2025
Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning
AAAI 2025
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