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Medical Image Analysis

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Showing 1201–1250 of 1360 papers

TitleStatusHype
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds—0
Med3D: Transfer Learning for 3D Medical Image AnalysisCode1
Feature Fusion Encoder Decoder Network For Automatic Liver Lesion Segmentation—0
InfoMask: Masked Variational Latent Representation to Localize Chest Disease—0
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information—0
Disentangled Representation Learning in Cardiac Image AnalysisCode1
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations—0
SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition—0
Parallel Medical Imaging for Intelligent Medical Image Analysis: Concepts, Methods, and Applications—0
Deep Learning for Automated Medical Image Analysis—0
CE-Net: Context Encoder Network for 2D Medical Image SegmentationCode0
Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data—0
Prediction of treatment outcome for autism from structure of the brain based on sure independence screening—0
A Survey of Crowdsourcing in Medical Image Analysis—0
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions—0
Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features—0
Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data—0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification—0
Robust Anomaly Detection in Images using Adversarial Autoencoders—0
Population-Guided Large Margin Classifier for High-Dimension Low -Sample-Size Problems—0
A Survey on Non-rigid 3D Shape Analysis—0
Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images—0
Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review—0
A Tour of Unsupervised Deep Learning for Medical Image Analysis—0
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysisCode0
Boundary loss for highly unbalanced segmentationCode1
Evaluating the Impact of Intensity Normalization on MR Image SynthesisCode0
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition—0
Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction—0
Elastic Boundary Projection for 3D Medical Image SegmentationCode0
Phase Collaborative Network for Two-Phase Medical Image Segmentation—0
An overview of deep learning in medical imaging focusing on MRICode0
Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object DetectionCode1
ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks—0
How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering?—0
Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey—0
Anomaly Detection for imbalanced datasets with Deep Generative Models—0
Improving CNN Training using Disentanglement for Liver Lesion Classification in CT—0
Prediction of severity and treatment outcome for ASD from fMRI—0
Beyond the Leaderboard: Insight and Deployment Challenges to Address Research Problems—0
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume ImagesCode0
Cats or CAT scans: transfer learning from natural or medical image source datasets?Code0
Co-Learning Feature Fusion Maps from PET-CT Images of Lung CancerCode0
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei ClassificationCode0
MedAL: Deep Active Learning Sampling Method for Medical Image Analysis—0
Modern Convex Optimization to Medical Image Analysis—0
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration—0
VoxelMorph: A Learning Framework for Deformable Medical Image RegistrationCode1
GANs for Medical Image Analysis—0
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
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