FedSGDCOVID: Federated SGD COVID-19 Detection under Local Differential Privacy Using Chest X-ray Images and Symptom Information - Ho, Trang-Thi; Tran, Khoa-Dang; Huang, Yennun (Sensors (Basel, Switzerland), 2022)
Keywords: Accuracy; Algorithms; Analysis; Artificial intelligence; chest X-ray images; convolutional neural network; Coronaviruses; COVID-19 - diagnostic imaging; COVID-19 detection; COVID-19 vaccines; Datasets; differential privacy stochastic gradient descent; federated learning; Health aspects; Humans; Information sharing; Internet of Things; Machine learning; Medical imaging equipment; Neural networks; Neural Networks, Computer; Pandemics; Patients; Privacy; Radiography; Researchers; Severe acute respiratory syndrome coronavirus 2; Smartphones; spatial pyramid pooling layer; Thorax; Ultrasonic imaging; X-Rays; chest X-ray images; COVID-19 symptoms; convolutional neural network; COVID-19 detection; differential privacy stochastic gradient descent; spatial pyramid pooling layer; federated learning