Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks May 19, 2020 Adversarial Robustness General Classification
Code Code Available Medical Image Segmentation Using a U-Net type of Architecture May 11, 2020 Decoder image-classification
— Unverified A Contrast-Adaptive Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis May 11, 2020 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available Predicting Scores of Medical Imaging Segmentation Methods with Meta-Learning May 8, 2020 Deep Learning Medical Image Segmentation
— Unverified Progressive Adversarial Semantic Segmentation May 8, 2020 Anatomy Image Segmentation
— Unverified How Can CNNs Use Image Position for Segmentation? May 7, 2020 Image Segmentation Medical Image Segmentation
— Unverified Partly Supervised Multitask Learning May 5, 2020 Diagnostic Medical Image Segmentation
— Unverified Boundary-aware Context Neural Network for Medical Image Segmentation May 3, 2020 Image Segmentation Medical Image Segmentation
Code Code Available ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation May 1, 2020 Image Segmentation Medical Image Segmentation
Code Code Available ECG Segmentation using a Neural Network as the Basis for Detection of Cardiac Pathologies Apr 23, 2020 Medical Diagnosis Medical Image Segmentation
— Unverified COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution Apr 23, 2020 Computed Tomography (CT) Image Segmentation
— Unverified A review: Deep learning for medical image segmentation using multi-modality fusion Apr 22, 2020 Deep Learning image-classification
— Unverified CAggNet: Crossing Aggregation Network for Medical Image Segmentation Apr 16, 2020 Image Segmentation Medical Image Analysis
— Unverified A generic ensemble based deep convolutional neural network for semi-supervised medical image segmentation Apr 16, 2020 Decoder Image Segmentation
Code Code Available Image Segmentation Using Hybrid Representations Apr 15, 2020 Image Segmentation Medical Image Segmentation
— Unverified Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks Apr 12, 2020 Image Segmentation Medical Image Segmentation
Code Code Available U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation Apr 7, 2020 All Decoder
— Unverified Volumetric Attention for 3D Medical Image Segmentation and Detection Apr 4, 2020 Image Segmentation Medical Image Segmentation
— Unverified Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation Mar 31, 2020 Data Augmentation Diversity
— Unverified Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN Mar 24, 2020 Computed Tomography (CT) GPU
— Unverified ROAM: Random Layer Mixup for Semi-Supervised Learning in Medical Imaging Mar 20, 2020 Brain Image Segmentation Brain Segmentation
Code Code Available Semi-supervised few-shot learning for medical image segmentation Mar 18, 2020 Few-Shot Learning Image Segmentation
— Unverified 3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images Mar 17, 2020 Image Segmentation Liver Segmentation
— Unverified LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation Mar 16, 2020 Image Segmentation Medical Image Segmentation
— Unverified Robustness study of noisy annotation in deep learning based medical image segmentation Mar 10, 2020 Deep Learning Image Segmentation
— Unverified BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation Mar 3, 2020 AutoML Image Segmentation
— Unverified Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation Feb 22, 2020 Data Augmentation Deep Reinforcement Learning
— Unverified Deep Learning in Medical Ultrasound Image Segmentation: a Review Feb 18, 2020 3D Reconstruction Deep Learning
— Unverified Inter-slice image augmentation based on frame interpolation for boosting medical image segmentation accuracy Jan 31, 2020 Data Augmentation Image Augmentation
— Unverified Deep Learning in Multi-organ Segmentation Jan 28, 2020 Deep Learning Image Segmentation
— Unverified Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Jan 25, 2020 Domain Adaptation Image Segmentation
— Unverified Mutual information deep regularization for semi-supervised segmentation Jan 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified Siamese Content Loss Networks for Highly Imbalanced Medical Image Segmentation Jan 25, 2020 Decoder Image Segmentation
— Unverified The Performance of Deep U-Net Pre-Clinical Organ-wise Segmentation in the Presence of Low Counting Statistics. Jan 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation Jan 25, 2020 Image Segmentation Medical Image Segmentation
— Unverified Observer variation-aware medical image segmentation by combining deep learning and surrogate-assisted genetic algorithms Jan 23, 2020 Image Segmentation Medical Image Segmentation
— Unverified Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification Jan 4, 2020 Classification Clustering
— Unverified Transfer Learning for Brain Tumor Segmentation Dec 28, 2019 Brain Tumor Segmentation Image Segmentation
— Unverified DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation Dec 27, 2019 Data Augmentation Decoder
— Unverified C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation Dec 20, 2019 Image Segmentation Medical Image Segmentation
— Unverified Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation Dec 19, 2019 Image Segmentation Medical Image Segmentation
— Unverified OASIS: One-pass aligned Atlas Set for Image Segmentation Dec 5, 2019 Image Registration Image Segmentation
— Unverified FocusNet++: Attentive Aggregated Transformations for Efficient and Accurate Medical Image Segmentation Dec 4, 2019 Image Segmentation Medical Image Segmentation
— Unverified Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation Nov 29, 2019 Image Segmentation Medical Image Segmentation
— Unverified Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning Nov 23, 2019 Image Segmentation Medical Image Segmentation
— Unverified Segmenting Medical MRI via Recurrent Decoding Cell Nov 21, 2019 Decoder Image Segmentation
Code Code Available Hierarchical Attention Networks for Medical Image Segmentation Nov 20, 2019 Image Segmentation Medical Image Segmentation
— Unverified Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction Nov 19, 2019 Image Segmentation Medical Image Segmentation
— Unverified Kvasir-SEG: A Segmented Polyp Dataset Nov 16, 2019 Image Segmentation Medical Image Analysis
Code Code Available Semi-Supervised Multi-Organ Segmentation through Quality Assurance Supervision Nov 12, 2019 Image Segmentation Medical Image Segmentation
— Unverified 