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Medical Image Analysis

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Showing 701–725 of 1360 papers

TitleStatusHype
Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss—0
Brain Imaging Generation with Latent Diffusion ModelsCode1
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registrationCode0
Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis—0
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image SegmentationCode0
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers—0
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image ClassificationCode0
Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised LearningCode0
Automatic Infectious Disease Classification Analysis with Concept DiscoveryCode0
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic SegmentationCode2
PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis—0
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives—0
Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students—0
Recent Progress in Transformer-based Medical Image Analysis—0
Traditional methods in Edge, Corner and Boundary detection—0
Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks—0
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms—0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image RestorationCode1
Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices—0
ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion—0
Texture features in medical image analysis: a survey—0
Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray ImagesCode0
Information Gain Sampling for Active Learning in Medical Image Classification—0
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image SegmentationCode1
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