Environmental Science | Remote Sensing | Urban Planning A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks. May 7, 2020
Nuclear Medicine | Radiology Deep learning-based attenuation map generation for myocardial perfusion SPECT. March 28, 2020
Medical Imaging | Obstetrics and Gynecology | Surgery Inter-foetus Membrane Segmentation for TTTS Using Adversarial Networks. December 6, 2019
Neurology | Radiology Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks. October 28, 2019
Ophthalmology Segmentation of retinal fluid based on deep learning: application of three-dimensional fully convolutional neural networks in optical coherence tomography images. June 28, 2019
Neurology | Oncology | Radiology Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks. June 15, 2019
Agriculture | Botany | Computer Vision Estimation of the Botanical Composition of Clover-Grass Leys from RGB Images Using Data Simulation and Fully Convolutional Neural Networks. November 13, 2018
Radiology A Deep-Learning System for Fully-Automated Peripherally Inserted Central Catheter (PICC) Tip Detection. November 13, 2018