Interpretable and synergistic deep learning for visual explanation and statistical estimations of segmentation of disease features from medical images Nov 11, 2020 Computed Tomography (CT) Image Segmentation
— Unverified Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation Nov 8, 2020 Image Segmentation Medical Image Segmentation
— Unverified Distribution-aware Margin Calibration for Medical Image Segmentation Nov 3, 2020 Image Segmentation Medical Image Segmentation
— Unverified U-Net and its variants for medical image segmentation: theory and applications Nov 2, 2020 Image Segmentation Medical Image Analysis
— Unverified Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Oct 29, 2020 Image Segmentation Medical Image Segmentation
— Unverified Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index Oct 26, 2020 Image Segmentation Medical Image Segmentation
— Unverified What is Wrong with Continual Learning in Medical Image Segmentation? Oct 21, 2020 Continual Learning Diagnostic
— Unverified GASNet: Weakly-supervised Framework for COVID-19 Lesion Segmentation Oct 19, 2020 Image Segmentation Lesion Segmentation
— Unverified Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions Oct 13, 2020 Image Segmentation Medical Image Segmentation
— Unverified Selective Information Passing for MR/CT Image Segmentation Oct 10, 2020 Decoder Image Segmentation
Code Code Available Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation Oct 4, 2020 Cardiac Segmentation Image Segmentation
— Unverified Medical Image Segmentation Using Deep Learning: A Survey Sep 28, 2020 Data Augmentation Deep Learning
Code Code Available 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 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 Semi-supervised Medical Image Segmentation through Dual-task Consistency Sep 9, 2020 Image Segmentation Medical 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 Quality-aware semi-supervised learning for CMR segmentation Sep 1, 2020 Data Augmentation Image Segmentation
— Unverified Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information Aug 27, 2020 Domain Generalization 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 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 Learning To Pay Attention To Mistakes Jul 29, 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 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 Superpixel-Guided Label Softening for Medical Image Segmentation Jul 17, 2020 Image Segmentation Medical Image Analysis
— 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 Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation Jul 13, 2020 Cardiac Segmentation Domain Adaptation
— Unverified MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation Jul 13, 2020 Image Segmentation Medical Image Segmentation
— Unverified 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 Meta Corrupted Pixels Mining for Medical Image Segmentation Jul 7, 2020 Image Segmentation Medical Image Analysis
— Unverified 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 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 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
Code Code Available Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation Jun 10, 2020 Data Augmentation Image Segmentation
— Unverified Critical Assessment of Transfer Learning for Medical Image Segmentation with Fully Convolutional Neural Networks May 30, 2020 Image Segmentation Medical Image Segmentation
— Unverified Enhancing Foreground Boundaries for Medical Image Segmentation May 29, 2020 Image Segmentation Medical Image Analysis
— Unverified hidden markov random fields and cuckoo search method for medical image segmentation May 19, 2020 Image Segmentation Medical Image Segmentation
— Unverified A New Validity Index for Fuzzy-Possibilistic C-Means Clustering May 19, 2020 Clustering Image Segmentation
— Unverified 