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Medical Image Analysis

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Showing 1151–1200 of 1360 papers

TitleStatusHype
A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI—0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients—0
Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images—0
Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images—0
High Resolution Medical Image Analysis with Spatial Partitioning—0
Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets—0
Temporal Consistency Objectives Regularize the Learning of Disentangled RepresentationsCode0
O-MedAL: Online Active Deep Learning for Medical Image AnalysisCode0
KLDivNet: An unsupervised neural network for multi-modality image registration—0
Representation Disentanglement for Multi-task Learning with application to Fetal UltrasoundCode0
End-to-End Boundary Aware Networks for Medical Image Segmentation—0
Dataset Growth in Medical Image Analysis Research—0
A unified representation network for segmentation with missing modalities—0
Models Genesis: Generic Autodidactic Models for 3D Medical Image AnalysisCode1
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration—0
Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial NetworksCode1
SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis—0
A Fast Content-Based Image Retrieval Method Using Deep Visual Features—0
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark LocalizationCode1
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation—0
Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation—0
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement NetworksCode0
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image SegmentationCode0
Is Texture Predictive for Age and Sex in Brain MRI?Code0
Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems—0
Domain specific cues improve robustness of deep learning based segmentation of ct volumes—0
Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators—0
Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction—0
Multiple Landmark Detection using Multi-Agent Reinforcement LearningCode0
On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration NetworksCode0
Denoising of MR images with Rician noise using a wider neural network and noise range divisionCode0
Dense Deformation Network for High Resolution Tissue Cleared Image Registration—0
Deep Neural Networks for Surface Segmentation Meet Conditional Random Fields—0
Transfer Learning for Ultrasound Tongue Contour Extraction with Different Domains—0
A cost-reducing partial labeling estimator in text classification problem—0
Globally-Aware Multiple Instance Classifier for Breast Cancer Screening—0
Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification—0
Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographsCode0
Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks—0
Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks—0
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging—0
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images—0
A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods—0
Solo or Ensemble? Choosing a CNN Architecture for Melanoma ClassificationCode0
Metric Learning for Image RegistrationCode0
Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases—0
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net—0
Texture image analysis and texture classification methods - A review—0
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