Radiology Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans. June 4, 2020
Computer Vision | Robotics | Surgery The effects of different levels of realism on the training of CNNs with only synthetic images for the semantic segmentation of robotic instruments in a head phantom. May 23, 2020
Medical Physics | Oncology | Radiology Label-driven MRI-US registration using weakly-supervised learning for MRI-guided prostate radiotherapy. April 24, 2020
Radiology Deep learning detection and quantification of pneumothorax in heterogeneous routine chest computed tomography. April 18, 2020
Civil Engineering | Geotechnical Engineering Automatic Pixel-Level Crack Detection on Dam Surface Using Deep Convolutional Network. April 10, 2020
Neurology Deep learning for high-throughput quantification of oligodendrocyte ensheathment at single-cell resolution. January 11, 2020
Neurology | Radiology A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images. December 27, 2019
Neurology | Radiology Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images. December 17, 2019
Radiology Channel-Unet: A Spatial Channel-Wise Convolutional Neural Network for Liver and Tumors Segmentation. December 12, 2019
Orthopedics | Radiology Automated cartilage and meniscus segmentation of knee MRI with conditional generative adversarial networks. December 3, 2019