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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Scale-Space Hypernetworks for Efficient Biomedical Image Analysis NIPS 2023
Video pretraining advances 3D deep learning on chest CT tasks MIDL 2023
LIMITR: Leveraging Local Information for Medical Image-Text Representation ICCV 2023
Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks MLHC 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports ICCV 2023
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis ICCV 2023
TopoSeg: Topology-Aware Nuclear Instance Segmentation ICCV 2023
Image2SSM: Localization-aware Deep Learning Framework for Statistical Shape Modeling Directly from Images MIDL 2023
SART-Res-UNet: Fan Beam CT Image Reconstruction from Limited Projections using attention-enabled residual U-Net ACML 2023
Frequency-dependent Image Reconstruction Error for Micro Defect Detection ACML 2023
Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction:A Novel Method ACML 2023
FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation ACML 2023
Effect of Intensity Standardization on Deep Learning for WML Segmentation in Multi-Centre FLAIR MRI MIDL 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning EMNLP 2023
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NIPS 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images ICML 2022
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation WACV 2022
Learning Proposals for Practical Energy-Based Regression AISTATS 2022
TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp Segmentation IJCAI 2022
Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation IJCAI 2022
AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation IJCAI 2022
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language IJCAI 2022
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations IJCNLP 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays IJCNLP 2022