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Methodology
← Clinical
Healthcare & Medicine
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Clinical
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Medical Imaging
989 directly classified papers
Papers per year
2006: 7
2007: 7
2008: 6
2009: 6
2010: 9
2011: 3
2012: 6
2013: 14
2014: 13
2015: 11
2016: 8
2017: 15
2018: 21
2019: 47
2020: 70
2021: 67
2022: 89
2023: 97
2024: 191
2025: 277
2026: 25
Papers
RadGPT: Constructing 3D Image-Text Tumor Datasets
ICCV 2025
GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology
ICCV 2025
Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI
CVPR 2024
Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images
CVPR 2024
MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
NIPS 2024
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation
WACV 2024
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
NIPS 2024
CycleINR: Cycle Implicit Neural Representation for Arbitrary-Scale Volumetric Super-Resolution of Medical Data
CVPR 2024
FATE: Feature-Agnostic Transformer-Based Encoder for Learning Generalized Embedding Spaces in Flow Cytometry Data
WACV 2024
AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation
WACV 2024
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
NIPS 2024
Automated Sperm Assessment Framework and Neural Network Specialized for Sperm Video Recognition
WACV 2024
Slice and Conquer: A Planar-to-3D Framework for Efficient Interactive Segmentation of Volumetric Images
WACV 2024
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation
WACV 2024
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise
AAAI 2024
HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals
AAAI 2024
Semi-supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting
AAAI 2024
Learning Quality Labels for Robust Image Classification
WACV 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
WACV 2024
PHG-Net: Persistent Homology Guided Medical Image Classification
WACV 2024
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning
CVPR 2024
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity
CVPR 2024
C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction
CVPR 2024
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation
CVPR 2024
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