Preliminary Results Using Deep Learning Artificial Intelligence to Estimate Bone Mineral Density on Abdominal CT Exams for Screening Osteoporosis
AbstractTo determine whether deep learning artificial intelligence can be used to automatically estimate and screen for osteoporosis on abdominal CT exams.
An Automatic Classification Platform for Differentiation of Regional Diseased Patterns of Diffuse Infiltrative Diseases on High Resolution CT Using Lung Segmentation, Support Vector Machine and Convolutional Neural Net Classifications
AbstractThe purpose of this demonstration is to showcase an Aview ILD texture platform for automatic differentiation of subregional diseased patterns of diffuse infiltrative diseases and quantitative analysis on HRCT. The educational demonstration of Aview ILD texture platform will use computerbased handson demonstration at RSNA. We will set up a cloud platform of Aview ILD texture platform with use of multiple computers, one for the thin client server and the other for thin client and mobile interface. Demonstration will cover the entire workflow ranging from image acquisition protocol, automated postprocessing, interactive reviewing, automated measurements, advanced analysis and structured reporting, and will select patient cases from our clinical study approved by institutional review board of Asan Medical Center, which have been anonymized in accordance with the HIPAA Privacy Rule.