| A Multi-task Framework for Skin Lesion Detection and Segmentation | Aug 5, 2018 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation | Aug 3, 2018 | Lesion DetectionLesion Segmentation | CodeCode Available | 0 |
| Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI | Jul 20, 2018 | General ClassificationLesion Detection | —Unverified | 0 |
| Stroke lesion detection using convolutional neural networks | Jul 8, 2018 | Computed Tomography (CT)Lesion Detection | —Unverified | 0 |
| Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector | Jul 2, 2018 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 1 |
| 3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion Detection | Jun 25, 2018 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 0 |
| Unsupervised Detection of Lesions in Brain MRI using constrained adversarial auto-encoders | Jun 13, 2018 | Anomaly DetectionLesion Detection | CodeCode Available | 0 |
| Robust Tumor Localization with Pyramid Grad-CAM | May 29, 2018 | DecoderLesion Detection | —Unverified | 0 |
| Feature extraction with regularized siamese networks for outlier detection: application to lesion screening in medical imaging | May 4, 2018 | Lesion DetectionOutlier Detection | —Unverified | 0 |
| Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection | Mar 28, 2018 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Cross-Modality Synthesis from CT to PET using FCN and GAN Networks for Improved Automated Lesion Detection | Feb 21, 2018 | Generative Adversarial NetworkLesion Detection | —Unverified | 0 |
| Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network | Feb 19, 2018 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation | Jan 25, 2018 | Image SegmentationLesion Detection | —Unverified | 0 |
| End-to-End Abnormality Detection in Medical Imaging | Jan 1, 2018 | Anomaly DetectionComputed Tomography (CT) | —Unverified | 0 |
| Low-dose spectral CT reconstruction using L0 image gradient and tensor dictionary | Dec 13, 2017 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes | Nov 23, 2017 | GPULesion Detection | CodeCode Available | 0 |
| Liver lesion segmentation informed by joint liver segmentation | Jul 24, 2017 | Computed Tomography (CT)Lesion Detection | —Unverified | 0 |
| Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis | Jul 19, 2017 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Modeling the Intra-class Variability for Liver Lesion Detection using a Multi-class Patch-based CNN | Jul 19, 2017 | Lesion Detection | —Unverified | 0 |
| An Ensemble Deep Learning Based Approach for Red Lesion Detection in Fundus Images | Jun 9, 2017 | Lesion Detection | CodeCode Available | 0 |
| GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network | May 22, 2017 | Lesion Detectionregression | —Unverified | 0 |
| Skin lesion detection based on an ensemble of deep convolutional neural network | May 9, 2017 | General ClassificationLesion Detection | —Unverified | 0 |
| Lesion detection and Grading of Diabetic Retinopathy via Two-stages Deep Convolutional Neural Networks | May 2, 2017 | Lesion Detection | —Unverified | 0 |
| Automatic Liver Lesion Detection using Cascaded Deep Residual Networks | Apr 10, 2017 | Lesion DetectionSegmentation | —Unverified | 0 |
| Automated Unsupervised Segmentation of Liver Lesions in CT scans via Cahn-Hilliard Phase Separation | Apr 7, 2017 | Lesion DetectionSegmentation | —Unverified | 0 |
