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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
Developing Multimodal Healthcare Foundation Model: From Data-driven to Knowledge-enhanced
AAAI 2025
OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection
CVPR 2025
MSSDA: Multi-Sub-Source Domain Adaptation for Diabetic Foot Neuropathy Recognition
AAAI 2025
Measuring Cross-Modal Interactions in Multimodal Models
AAAI 2025
Towards Realistic Semi-supervised Medical Image Classification
AAAI 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
Unsupervised Photometric-Consistent Depth Estimation from Endoscopic Monocular Video
AAAI 2025
Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases
AAAI 2025
WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation
ICCV 2025
Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography
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
FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging
ICCV 2025
Inverse 3D Microscopy Rendering for Cell Shape Inference with Active Mesh
ICCV 2025
CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling
ICCV 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs
ICCV 2025
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization
ICCV 2025
SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images
ICCV 2025
PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions
ICCV 2025
A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models
AAAI 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation
ICCV 2025
Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation
AAAI 2025
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