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Medical Image Analysis

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Showing 1051–1100 of 1360 papers

TitleStatusHype
Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors—0
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder ArchitectureCode1
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid NetworksCode1
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
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-NetCode1
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation—0
Anomaly Detection in Medical Imaging with Deep Perceptual AutoencodersCode1
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation—0
Interpretation of 3D CNNs for Brain MRI Data ClassificationCode1
Unified Representation Learning for Efficient Medical Image Analysis—0
Contrastive learning of global and local features for medical image segmentation with limited annotationsCode1
W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural networkCode0
COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literatureCode1
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
Boundary-assisted Region Proposal Networks for Nucleus SegmentationCode1
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
Kernel Self-Attention in Deep Multiple Instance Learning—0
Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis—0
Risk of Training Diagnostic Algorithms on Data with Demographic Bias—0
Medical Image Generation using Generative Adversarial Networks—0
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural NetworksCode0
Ultrasound Video Summarization using Deep Reinforcement LearningCode1
Semi-supervised Medical Image Classification with Relation-driven Self-ensembling ModelCode1
Modeling and Enhancing Low-quality Retinal Fundus ImagesCode1
Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing—0
An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation—0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation—0
Deeply Supervised Active Learning for Finger Bones SegmentationCode0
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans—0
AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography—0
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondCode1
A scoping review of transfer learning research on medical image analysis using ImageNet—0
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis—0
Mining self-similarity: Label super-resolution with epitomic representationsCode0
Tensor Networks for Medical Image ClassificationCode1
Pseudo-healthy synthesis with pathology disentanglement and adversarial learningCode0
A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate AnnotationsCode0
CAggNet: Crossing Aggregation Network for Medical Image Segmentation—0
Extreme Consistency: Overcoming Annotation Scarcity and Domain Shifts—0
Y-net: Biomedical Image Segmentation and Clustering—0
Models GenesisCode1
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative StudyCode1
Confident Coreset for Active Learning in Medical Image Analysis—0
3D Deep Learning on Medical Images: A ReviewCode0
Computer Aided Detection for Pulmonary Embolism Challenge (CAD-PE)—0
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