Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images Apr 8, 2021 Computed Tomography (CT) Decoder
— Unverified BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation Apr 8, 2021 Decoder Denoising
— Unverified Global Guidance Network for Breast Lesion Segmentation in Ultrasound Images Apr 5, 2021 Boundary Detection Image Segmentation
— Unverified Cascaded Robust Learning at Imperfect Labels for Chest X-ray Segmentation Apr 5, 2021 Image Segmentation Medical Image Analysis
— Unverified DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images Apr 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical Images Apr 3, 2021 Instance Segmentation Medical Image Segmentation
Code Code Available Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation Apr 2, 2021 Autonomous Driving Decoder
— Unverified Assessing the Role of Random Forests in Medical Image Segmentation Mar 30, 2021 GPU Image Segmentation
— Unverified DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation Mar 29, 2021 GPU Image Segmentation
Code Code Available Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future Mar 27, 2021 Deep Learning Diagnostic
— Unverified Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus Images Mar 25, 2021 Decoder Image Segmentation
— Unverified Roughness Index and Roughness Distance for Benchmarking Medical Segmentation Mar 23, 2021 Benchmarking Image Segmentation
Code Code Available Spatially Dependent U-Nets: Highly Accurate Architectures for Medical Imaging Segmentation Mar 22, 2021 Image Segmentation Inductive Bias
— Unverified Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline Mar 19, 2021 Image Segmentation Medical Image Segmentation
— Unverified Invertible Residual Network with Regularization for Effective Medical Image Segmentation Mar 16, 2021 Image Segmentation Medical Image Segmentation
— Unverified Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient Mar 10, 2021 Image Segmentation Medical Image Segmentation
— Unverified Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images Mar 6, 2021 Deep Learning Image Segmentation
— Unverified Learning With Context Feedback Loop for Robust Medical Image Segmentation Mar 4, 2021 Deep Learning Image Segmentation
Code Code Available Uncertainty guided semi-supervised segmentation of retinal layers in OCT images Mar 2, 2021 Image Segmentation Medical Image Segmentation
— Unverified Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Feb 28, 2021 Deep Learning Image Segmentation
— Unverified Convolution-Free Medical Image Segmentation using Transformers Feb 26, 2021 Image Segmentation Inductive Bias
— Unverified A-DenseUNet: Adaptive Densely Connected UNet for Polyp Segmentation in Colonoscopy Images with Atrous Convolution Feb 19, 2021 Decoder Dimensionality Reduction
— Unverified Membership Inference Attacks are Easier on Difficult Problems Feb 15, 2021 Image Segmentation Medical Image Segmentation
Code Code Available L-SNet: from Region Localization to Scale Invariant Medical Image Segmentation Feb 11, 2021 Image Segmentation Medical Image Segmentation
— Unverified A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring Feb 6, 2021 Edge Detection Image Segmentation
— Unverified TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors Feb 4, 2021 Image Generation Image Segmentation
— Unverified Network-Agnostic Knowledge Transfer for Medical Image Segmentation Jan 23, 2021 Image Segmentation Knowledge Distillation
— Unverified A survey on shape-constraint deep learning for medical image segmentation Jan 19, 2021 Image Segmentation Medical Image Segmentation
— Unverified Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Jan 18, 2021 Domain Adaptation Image Segmentation
— Unverified Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation Jan 7, 2021 Active Learning BIG-bench Machine Learning
— Unverified Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation Jan 5, 2021 Image Segmentation Medical Image Segmentation
— Unverified Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution Jan 1, 2021 Boundary Detection Image Segmentation
— Unverified Network-Agnostic Knowledge Transfer from Latent Dataset for Medical Image Segmentation Jan 1, 2021 Image Segmentation Medical Image Segmentation
— Unverified Indirect Supervision to Mitigate Perturbations Jan 1, 2021 Image Segmentation Medical Image Segmentation
— Unverified Automatic Polyp Segmentation using U-Net-ResNet50 Dec 30, 2020 Medical Image Segmentation Segmentation
— Unverified Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning Dec 29, 2020 Generative Adversarial Network Image Segmentation
— Unverified ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation Dec 23, 2020 Domain Adaptation Image Segmentation
— Unverified MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image segmentation Dec 20, 2020 Decoder Image Segmentation
— Unverified Multimodal Transfer Learning-based Approaches for Retinal Vascular Segmentation Dec 18, 2020 Image Segmentation Medical Image Segmentation
— Unverified D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation Dec 14, 2020 Image Segmentation Lesion Segmentation
— Unverified Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus Dec 14, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding Dec 10, 2020 Clustering Image Segmentation
— Unverified Offset Curves Loss for Imbalanced Problem in Medical Segmentation Dec 4, 2020 Image Segmentation Medical Image Segmentation
— Unverified Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data Nov 28, 2020 Data Augmentation Image Segmentation
— Unverified Modelling brain lesion volume in patches with CNN-based Poisson Regression Nov 26, 2020 Image Segmentation Medical Image Segmentation
— Unverified PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation Nov 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation Nov 19, 2020 Few-Shot Learning Image Segmentation
— Unverified High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Nov 16, 2020 Articles Image Segmentation
— Unverified w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution Nov 15, 2020 Image Segmentation Medical Image Segmentation
— Unverified Efficient Medical Image Segmentation with Intermediate Supervision Mechanism Nov 15, 2020 Decoder Image Segmentation
— Unverified 