Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps Nov 12, 2019 Edge Detection Image Segmentation
Code Code Available Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning Nov 12, 2019 Image Segmentation Medical Image Segmentation
— Unverified Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice Nov 5, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations Nov 4, 2019 Image Segmentation Medical Image Segmentation
— Unverified The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN Oct 30, 2019 Generative Adversarial Network Image Segmentation
— Unverified Domain Generalization via Model-Agnostic Learning of Semantic Features Oct 29, 2019 Domain Generalization General Knowledge
Code Code Available Unified Multi-scale Feature Abstraction for Medical Image Segmentation Oct 24, 2019 Decoder Image Segmentation
— Unverified Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands Oct 23, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Penalizing small errors using an Adaptive Logarithmic Loss Oct 22, 2019 Image Segmentation Medical Image Segmentation
— Unverified MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Oct 21, 2019 Data Augmentation Image Segmentation
Code Code Available MixModule: Mixed CNN Kernel Module for Medical Image Segmentation Oct 19, 2019 image-classification Image Classification
— Unverified Intracranial Hemorrhage Segmentation Using Deep Convolutional Model Oct 18, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Deep Semantic Segmentation of Natural and Medical Images: A Review Oct 16, 2019 Image Segmentation Medical Image Analysis
— Unverified HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images Oct 1, 2019 Diagnostic Medical Image Segmentation
Code Code Available Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data Sep 20, 2019 Benchmarking Ensemble Learning
Code Code Available Deep learning architectures for automated image segmentation Sep 19, 2019 Boundary Detection Decoder
— Unverified 3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation Sep 14, 2019 Image Segmentation Medical Image Segmentation
— Unverified SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation Sep 12, 2019 feature selection global-optimization
— Unverified Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation Sep 2, 2019 GPU Image Segmentation
— Unverified Linking convolutional neural networks with graph convolutional networks: application in pulmonary artery-vein separation Sep 1, 2019 3D Medical Imaging Segmentation Medical Image Segmentation
Code Code Available Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Aug 27, 2019 Image Segmentation Medical Image Segmentation
— Unverified Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans Aug 26, 2019 Image Segmentation Medical Image Segmentation
— Unverified Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks Aug 23, 2019 Image Segmentation Lesion Segmentation
— Unverified End-to-End Boundary Aware Networks for Medical Image Segmentation Aug 21, 2019 Brain Tumor Segmentation Image Segmentation
— Unverified EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation Aug 17, 2019 Deep Learning Image Segmentation
— Unverified D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation Aug 14, 2019 Decoder Image Segmentation
Code Code Available Conv-MCD: A Plug-and-Play Multi-task Module for Medical Image Segmentation Aug 14, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation Aug 9, 2019 Decoder Image Segmentation
— Unverified Kidney and Kidney Tumor Segmentation using a Logical Ensemble of U-nets with Volumetric Validation Aug 7, 2019 Computed Tomography (CT) Image Segmentation
— Unverified SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis Aug 6, 2019 Computed Tomography (CT) Data Augmentation
— Unverified U-Net Fixed-Point Quantization for Medical Image Segmentation Aug 2, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation Jul 29, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation Jul 26, 2019 Image Segmentation Medical Image Analysis
— Unverified ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation Jul 25, 2019 Image Segmentation Medical Image Analysis
Code Code Available Mixed-Supervised Dual-Network for Medical Image Segmentation Jul 24, 2019 Image Segmentation Medical Image Segmentation
— Unverified Domain specific cues improve robustness of deep learning based segmentation of ct volumes Jul 23, 2019 Computed Tomography (CT) Data Augmentation
— Unverified CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke Jul 16, 2019 Decoder Image Segmentation
Code Code Available DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention Jul 15, 2019 Image Segmentation Medical Image Segmentation
Code Code Available A Divide-and-Conquer Approach towards Understanding Deep Networks Jul 14, 2019 Image Segmentation Medical Image Segmentation
— Unverified Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation Jul 7, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation Jul 5, 2019 Domain Adaptation Image Segmentation
— Unverified Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound Jul 3, 2019 Image Segmentation Medical Image Segmentation
Code Code Available A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet Jun 25, 2019 Decoder Image Segmentation
— Unverified Learning a sparse database for patch-based medical image segmentation Jun 25, 2019 Image Segmentation Medical Image Segmentation
— Unverified Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization Jun 25, 2019 Adversarial Defense Image Segmentation
— Unverified Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants Jun 24, 2019 Image Segmentation Lesion Segmentation
Code Code Available A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation Jun 18, 2019 Active Learning Image Segmentation
— Unverified Scalable Neural Architecture Search for 3D Medical Image Segmentation Jun 13, 2019 Decoder Image Segmentation
— Unverified PAN: Projective Adversarial Network for Medical Image Segmentation Jun 11, 2019 Image Segmentation Medical Image Segmentation
— Unverified Semantic-guided Encoder Feature Learning for Blurry Boundary Delineation Jun 10, 2019 Boundary Detection Decoder
— Unverified 