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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
CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices
CVPR 2025
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
ACL 2025
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
AAAI 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
ACL 2025
POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction
IJCAI 2025
DenseSAM: Semantic Enhance SAM for Efficient Dense Object Segmentation
IJCAI 2025
NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery
CVPR 2025
Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain Adaptation
AAAI 2025
Unlocking Dark Vision Potential for Medical Image Segmentation
IJCAI 2025
Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties
CVPR 2025
OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining
CVPR 2025
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation
AAAI 2025
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging
IJCAI 2025
Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization
CVPR 2025
Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation
AAAI 2025
OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection
CVPR 2025
Oriented Cell Dataset: A Dataset and Benchmark for Oriented Cell Detection and Applications
WACV 2025
Longitudinal anatomical attention maps for recognizing diagnostic errors from radiologists’ eye movements
MICCAI 2025
XPose: Towards Extreme Low Light Hand Pose Estimation
WACV 2025
CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders
WACV 2025
Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation
AAAI 2025
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization
ACL 2025
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
AAAI 2025
Spk2ImgMamba: Spiking Camera Image Reconstruction with Multi-Scale State Space Models
WACV 2025
MultiMorph: On-demand Atlas Construction
CVPR 2025
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