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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
Can Adversarial Networks Make Uninformative Colonoscopy Video Frames Clinically Informative? (Student Abstract)
AAAI 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization
ACL 2023
Probabilistic Shape Models of Anatomy Directly from Images
AAAI 2023
PEFAT: Boosting Semi-Supervised Medical Image Classification via Pseudo-Loss Estimation and Feature Adversarial Training
CVPR 2023
Non-Contrastive Unsupervised Learning of Physiological Signals From Video
CVPR 2023
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks
AAAI 2023
MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network
AAAI 2023
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering
AAAI 2023
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation
IJCAI 2023
Accurate MRI Reconstruction via Multi-Domain Recurrent Networks
IJCAI 2023
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification
IJCAI 2023
Spatially Covariant Lesion Segmentation
IJCAI 2023
CCQ: Cross-Class Query Network for Partially Labeled Organ Segmentation
AAAI 2023
ClassFormer: Exploring Class-Aware Dependency with Transformer for Medical Image Segmentation
AAAI 2023
Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraints and Adaptive Semantic Alignment
AAAI 2023
A Soma Segmentation Benchmark in Full Adult Fly Brain
CVPR 2023
METransformer: Radiology Report Generation by Transformer With Multiple Learnable Expert Tokens
CVPR 2023
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification
CVPR 2023
MAESTER: Masked Autoencoder Guided Segmentation at Pixel Resolution for Accurate, Self-Supervised Subcellular Structure Recognition
CVPR 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images
AAAI 2023
Riemannian Local Mechanism for SPD Neural Networks
AAAI 2023
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification
AAAI 2023
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
IJCAI 2023
Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint
AAAI 2023
MaXM: Towards Multilingual Visual Question Answering
EMNLP 2023
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