Radiology Incorporating automatically learned pulmonary nodule attributes into a convolutional neural network to improve accuracy of benign-malignant nodule classification. December 18, 2018
Oncology | Radiology | Surgery Bag of deep features for preoperative prediction of sentinel lymph node metastasis in breast cancer. December 18, 2018
Neurology | Radiology Learning to Predict Ischemic Stroke Growth on Acute CT Perfusion Data by Interpolating Low-Dimensional Shape Representations. December 17, 2018
Deep Learning | Medical Imaging | Radiology A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images. December 17, 2018
Medical Physics | Radiation Oncology | Radiology Generating synthetic CTs from magnetic resonance images using generative adversarial networks. December 17, 2018
Radiology Deep Learning Electronic Cleansing for Single- and Dual-Energy CT Colonography. December 17, 2018
Oncology | Pathology | Radiology 3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas. December 15, 2018
Medical Imaging | Oncology | Radiology Predicting Lymph Node Metastasis in Head and Neck Cancer by Combining Many-objective Radiomics and 3-dimensioal Convolutional Neural Network through Evidential Reasoning. December 14, 2018
Electrical Engineering | Radiology A Benchmark Dataset and Deep Learning-Based Image Reconstruction for Electrical Capacitance Tomography. December 13, 2018
Radiology Distinction between phyllodes tumor and fibroadenoma in breast ultrasound using deep learning image analysis. December 12, 2018