VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation Apr 18, 2019 Image Segmentation Medical Image Segmentation
— Unverified Automated Design of Deep Learning Methods for Biomedical Image Segmentation Apr 17, 2019 Deep Learning Image Segmentation
Code Code Available Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation Apr 12, 2019 Medical Image Segmentation Organ Segmentation
— Unverified Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds Apr 9, 2019 Image Compression Image Segmentation
— Unverified From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images Apr 8, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks Apr 4, 2019 Anatomy Brain Segmentation
— Unverified Improved Inference via Deep Input Transfer Apr 4, 2019 Image Segmentation Lesion Segmentation
— Unverified Thickened 2D Networks for Efficient 3D Medical Image Segmentation Apr 2, 2019 Image Segmentation Medical Image Segmentation
— Unverified Radiological images and machine learning: trends, perspectives, and prospects Mar 27, 2019 BIG-bench Machine Learning Content-Based Image Retrieval
— Unverified SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches Mar 17, 2019 Image Segmentation Medical Image Segmentation
— Unverified Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data Mar 7, 2019 Bladder Segmentation Data Augmentation
— Unverified CE-Net: Context Encoder Network for 2D Medical Image Segmentation Mar 7, 2019 Cell Segmentation Decoder
Code Code Available Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Feb 28, 2019 Image Segmentation Lesion Segmentation
— Unverified Data augmentation using learned transformations for one-shot medical image segmentation Feb 25, 2019 Anatomy Data Augmentation
Code Code Available Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data Feb 23, 2019 Generative Adversarial Network Image Segmentation
— Unverified Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Feb 21, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Brain MRI Segmentation using Rule-Based Hybrid Approach Feb 12, 2019 Anatomy Image Segmentation
— Unverified MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation Feb 11, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation Feb 11, 2019 Contour Detection Image Segmentation
Code Code Available Super-realtime facial landmark detection and shape fitting by deep regression of shape model parameters Feb 9, 2019 Facial Landmark Detection Image Segmentation
Code Code Available FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation Feb 8, 2019 Image Segmentation Lesion Segmentation
Code Code Available Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework Jan 31, 2019 Decoder Iris Segmentation
Code Code Available ACNN: a Full Resolution DCNN for Medical Image Segmentation Jan 26, 2019 Computed Tomography (CT) Image Segmentation
Code Code Available Joint shape learning and segmentation for medical images using a minimalistic deep network Jan 25, 2019 Decoder Image Segmentation
— Unverified Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Jan 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Reducing the Model Variance of a Rectal Cancer Segmentation Network Jan 22, 2019 Data Augmentation Image Segmentation
— Unverified Annotation-cost Minimization for Medical Image Segmentation using Suggestive Mixed Supervision Fully Convolutional Networks Dec 29, 2018 Image Segmentation Medical Image Segmentation
— Unverified Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method Dec 19, 2018 CPU GPU
— Unverified PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Dec 19, 2018 Cardiac Segmentation Domain Adaptation
Code Code Available Boundary loss for highly unbalanced segmentation Dec 17, 2018 Brain Lesion Segmentation From Mri Ischemic Stroke Lesion Segmentation
Code Code Available Brain Segmentation from k-space with End-to-end Recurrent Attention Network Dec 5, 2018 Brain Image Segmentation Brain Segmentation
— Unverified Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking Dec 5, 2018 Deep Learning Image Registration
— Unverified Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features Dec 3, 2018 Brain Segmentation Brain Tumor Segmentation
— Unverified SUSAN: Segment Unannotated image Structure using Adversarial Network Dec 3, 2018 Generative Adversarial Network Image Segmentation
— Unverified Elastic Boundary Projection for 3D Medical Image Segmentation Dec 3, 2018 3D Medical Imaging Segmentation Image Segmentation
Code Code Available Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model Dec 3, 2018 Image Segmentation Medical Image Segmentation
Code Code Available 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training Nov 29, 2018 Image Segmentation Medical Image Segmentation
— Unverified Phase Collaborative Network for Two-Phase Medical Image Segmentation Nov 28, 2018 Image Segmentation Medical Image Analysis
— Unverified IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet Nov 19, 2018 GPU Medical Image Segmentation
Code Code Available Unsupervised domain adaptation for medical imaging segmentation with self-ensembling Nov 14, 2018 Domain Adaptation Medical Image Segmentation
Code Code Available Deep feature transfer between localization and segmentation tasks Nov 6, 2018 Image Segmentation Medical Image Segmentation
— Unverified RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans Nov 4, 2018 Brain Tumor Segmentation Deep Attention
Code Code Available Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Oct 29, 2018 3D Medical Imaging Segmentation Brain Image Segmentation
Code Code Available A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Oct 18, 2018 Image Segmentation Lesion Segmentation
Code Code Available LadderNet: Multi-path networks based on U-Net for medical image segmentation Oct 17, 2018 Decoder Image Segmentation
Code Code Available A Novel Domain Adaptation Framework for Medical Image Segmentation Oct 11, 2018 Domain Adaptation Image Registration
— Unverified UOLO - automatic object detection and segmentation in biomedical images Oct 9, 2018 Fovea Detection Medical Image Segmentation
— Unverified PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation Oct 3, 2018 Image Segmentation Medical Image Segmentation
— Unverified Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan? Oct 3, 2018 Data Augmentation Image Segmentation
— Unverified nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Sep 27, 2018 Image Segmentation Medical Image Segmentation
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