RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels Sep 27, 2020 Decoder Denoising
— Unverified Going to Extremes: Weakly Supervised Medical Image Segmentation Sep 25, 2020 BIG-bench Machine Learning Image Segmentation
Code Code Available Learning Non-Unique Segmentation with Reward-Penalty Dice Loss Sep 23, 2020 Medical Image Segmentation Segmentation
Code Code Available CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Sep 22, 2020 Image Segmentation Lesion Segmentation
Code Code Available MA-Net: A Multi-Scale Attention Network for Liver and Tumor Segmentation Sep 21, 2020 Image Segmentation Medical Image Segmentation
Code Code Available SESV: Accurate Medical Image Segmentation byPredicting and Correcting Errors Sep 21, 2020 Image Segmentation Medical Image Segmentation
— Unverified UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation Sep 16, 2020 Decoder Image Segmentation
— Unverified Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation Sep 11, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning Sep 10, 2020 Medical Image Segmentation Retinal OCT Layer Segmentation
Code Code Available Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans Sep 10, 2020 GPU Image Segmentation
Code Code Available Semi-supervised Medical Image Segmentation through Dual-task Consistency Sep 9, 2020 Image Segmentation Medical Image Segmentation
— Unverified Quality-aware semi-supervised learning for CMR segmentation Sep 1, 2020 Data Augmentation Image Segmentation
— Unverified On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking Sep 1, 2020 Image Segmentation Medical Image Segmentation
— Unverified A Cascaded Deep-Learning Framework for Segmentation of Metastatic Brain Tumors Before and After Stereotactic Radiation Therapy Aug 27, 2020 Image Segmentation Medical Image Segmentation
— Unverified Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information Aug 27, 2020 Domain Generalization Image Segmentation
— Unverified RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image Segmentation Aug 16, 2020 Efficient Neural Network Image Segmentation
Code Code Available A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis Aug 12, 2020 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available Disentangling Human Error from the Ground Truth in Segmentation of Medical Images Jul 31, 2020 Medical Image Segmentation Segmentation
Code Code Available Learning To Pay Attention To Mistakes Jul 29, 2020 Image Segmentation Medical Image Segmentation
Code Code Available MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images Jul 26, 2020 Decoder Image Segmentation
Code Code Available Learning Directional Feature Maps for Cardiac MRI Segmentation Jul 22, 2020 Cardiac Segmentation Medical Image Segmentation
Code Code Available Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images Jul 21, 2020 3D Semantic Segmentation Image Segmentation
Code Code Available Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation Jul 20, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation Jul 20, 2020 Image Segmentation Medical Image Segmentation
— Unverified Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation Jul 20, 2020 Cardiac Segmentation Few-Shot Semantic Segmentation
Code Code Available Superpixel-Guided Label Softening for Medical Image Segmentation Jul 17, 2020 Image Segmentation Medical Image Analysis
— Unverified Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation Jul 17, 2020 Image Segmentation Medical Image Segmentation
— Unverified U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images Jul 16, 2020 Computed Tomography (CT) Image Segmentation
— Unverified BUNET: Blind Medical Image Segmentation Based on Secure UNET Jul 14, 2020 Image Segmentation Medical Image Segmentation
— Unverified On uncertainty estimation in active learning for image segmentation Jul 13, 2020 Active Learning Image Segmentation
Code Code Available MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation Jul 13, 2020 Image Segmentation Medical Image Segmentation
— Unverified Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation Jul 13, 2020 Cardiac Segmentation Domain Adaptation
— Unverified Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation Jul 9, 2020 Data Augmentation Image Segmentation
Code Code Available MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts Jul 8, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Scribble-based Domain Adaptation via Co-segmentation Jul 7, 2020 Domain Adaptation Image Segmentation
Code Code Available Meta Corrupted Pixels Mining for Medical Image Segmentation Jul 7, 2020 Image Segmentation Medical Image Analysis
— Unverified An Elastic Interaction-Based Loss Function for Medical Image Segmentation Jul 6, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Jul 2, 2020 Deep Attention Image Segmentation
Code Code Available PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors Jul 2, 2020 Anatomy Image Segmentation
— Unverified Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning Jul 2, 2020 Deep Learning Image Segmentation
— Unverified A Characteristic Function-based Algorithm for Geodesic Active Contours Jul 1, 2020 Image Segmentation Lesion Segmentation
— Unverified Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation Jun 28, 2020 Anatomy Image Segmentation
Code Code Available Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation Jun 28, 2020 Domain Adaptation Image Segmentation
— Unverified Interactive Deep Refinement Network for Medical Image Segmentation Jun 27, 2020 Image Segmentation Medical Image Segmentation
— Unverified Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction Jun 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation Jun 24, 2020 Autonomous Driving Image Segmentation
— Unverified Realistic Adversarial Data Augmentation for MR Image Segmentation Jun 23, 2020 Data Augmentation Image Segmentation
Code Code Available Deep Generative Model-based Quality Control for Cardiac MRI Segmentation Jun 23, 2020 Image Segmentation Medical Image Segmentation
— Unverified Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift Jun 19, 2020 Denoising Image Segmentation
— Unverified Task-agnostic Out-of-Distribution Detection Using Kernel Density Estimation Jun 18, 2020 Autonomous Driving Classification
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