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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
Improving Pelvic MR-CT Image Alignment with Self-Supervised Reference-Augmented Pseudo-CT Generation Framework
WACV 2025
CAMS: Convolution and Attention-Free Mamba-Based Cardiac Image Segmentation
WACV 2025
Data-Efficient Alignment in Medical Imaging via Reconfigurable Generative Networks
WACV 2025
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation
WACV 2025
Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation under Degradation
WACV 2025
DiffuCE: Expert-Level CBCT Image Enhancement using a Novel Conditional Denoising Diffusion Model with Latent Alignment
WACV 2025
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining
WACV 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
NAACL 2025
Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision
IJCAI 2025
CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling
ICCV 2025
Inverse 3D Microscopy Rendering for Cell Shape Inference with Active Mesh
ICCV 2025
MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition
AAAI 2025
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
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models
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
Multi-view Evidential Learning-based Medical Image Segmentation
AAAI 2025
GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule
ICCV 2025
Flow-MIL: Constructing Highly-expressive Latent Feature Space For Whole Slide Image Classification Using Normalizing Flow
ICCV 2025
Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning
AAAI 2025
CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders
WACV 2025
CabNIR: A Benchmark for In-Vehicle Infrared Monocular Depth Estimation
WACV 2025
WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation
ICCV 2025
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