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Medical Image Analysis

Papers

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Showing 826–850 of 1360 papers

TitleStatusHype
Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss—0
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
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
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
BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework—0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation—0
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture—0
Study of the performance and scalability of federated learning for medical imaging with intermittent clients—0
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