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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
Alternative Baselines for Low-Shot 3D Medical Image Segmentation---An Atlas Perspective
AAAI 2021
GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients
AAAI 2021
Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation
AAAI 2021
DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation
CVPR 2021
Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation
CVPR 2021
A Self-Boosting Framework for Automated Radiographic Report Generation
CVPR 2021
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces
CVPR 2021
Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation
ICCV 2021
The Benefit of Distraction: Denoising Camera-Based Physiological Measurements Using Inverse Attention
ICCV 2021
A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis
AAAI 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification
AAAI 2021
Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images
AAAI 2021
Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food
CVPR 2021
Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network
CVPR 2021
Precise Yet Efficient Semantic Calibration and Refinement in ConvNets for Real-time Polyp Segmentation from Colonoscopy Videos
AAAI 2021
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation
AAAI 2021
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
AAAI 2021
Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging
CVPR 2021
3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management
CVPR 2021
StereoPIFu: Depth Aware Clothed Human Digitization via Stereo Vision
CVPR 2021
XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations
CVPR 2021
Learning-Based Image Registration With Meta-Regularization
CVPR 2021
Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement
CVPR 2021
Forecasting Irreversible Disease via Progression Learning
CVPR 2021
Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging
CVPR 2021
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