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Medical Image Analysis

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Showing 1051–1100 of 1360 papers

TitleStatusHype
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges—0
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective—0
Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading—0
U-Net and its variants for medical image segmentation: theory and applications—0
On the Performance of Convolutional Neural Networks under High and Low Frequency Information—0
Does anatomical contextual information improve 3D U-Net based brain tumor segmentation?—0
Context Aware 3D UNet for Brain Tumor Segmentation—0
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few LabelsCode0
ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease—0
Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications—0
Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering—0
Probabilistic 3D surface reconstruction from sparse MRI information—0
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review—0
Realistic Image Normalization for Multi-Domain SegmentationCode0
Cross-Task Representation Learning for Anatomical Landmark Detection—0
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning—0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network—0
Learning Image Labels On-the-fly for Training Robust Classification Models—0
DeepDyve: Dynamic Verification for Deep Neural Networks—0
Adversarial attacks on deep learning models for fatty liver disease classification by modification of ultrasound image reconstruction method—0
Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation—0
Quality-aware semi-supervised learning for CMR segmentation—0
Self-Supervised Learning Based on Spatial Awareness for Medical Image AnalysisCode0
Self-Supervised Ultrasound to MRI Fetal Brain Image SynthesisCode0
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration—0
Switching Loss for Generalized Nucleus Detection in Histopathology—0
Decomposition of Longitudinal Deformations via Beltrami DescriptorsCode0
Adversarial Data Augmentation via Deformation Statistics—0
Paying Per-label Attention for Multi-label Extraction from Radiology Reports—0
Additive Tensor Decomposition Considering Structural Data InformationCode0
Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications—0
Superpixel-Guided Label Softening for Medical Image Segmentation—0
MeDaS: An open-source platform as service to help break the walls between medicine and informatics—0
Generalization of Deep Convolutional Neural Networks -- A Case-study on Open-source Chest Radiographs—0
Meta Corrupted Pixels Mining for Medical Image Segmentation—0
Learning to Segment Anatomical Structures Accurately from One Exemplar—0
Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors—0
Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation—0
Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling—0
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation—0
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation—0
Unified Representation Learning for Efficient Medical Image Analysis—0
W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural networkCode0
Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored FactorsCode0
Brain MRI analysis using a deep learning based evolutionary approachCode0
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation—0
Enhancing Foreground Boundaries for Medical Image Segmentation—0
Explainable deep learning models in medical image analysis—0
A Deep Learning based Fast Signed Distance Map Generation—0
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