Ophthalmology Deep-Learning-Aided Diagnosis of Diabetic Retinopathy, Age-Related Macular Degeneration, and Glaucoma Based on Structural and Angiographic OCT. December 29, 2022
Medical Physics | Radiation Oncology | Radiology 3D deep convolution neural network for radiation pneumonitis prediction following stereotactic body radiotherapy. December 22, 2022
Deep Learning | Intelligent Transportation Systems | Transportation Engineering FASTNN: A Deep Learning Approach for Traffic Flow Prediction Considering Spatiotemporal Features. September 23, 2022
Radiology Unsupervised contrastive learning based transformer for lung nodule detection. September 16, 2022
Critical Care Medicine | Neurology Multimodal MRI-Based Whole-Brain Assessment in Patients In Anoxoischemic Coma by Using 3D Convolutional Neural Networks. July 25, 2022
Machine Learning | Neurology | Psychiatry Structural MRI-Based Schizophrenia Classification Using Autoencoders and 3D Convolutional Neural Networks in Combination with Various Pre-Processing Techniques. July 16, 2022
Medical Physics | Nuclear Medicine | Radiology Simulation study on 3D convolutional neural networks for time-of-flight prediction in monolithic PET detectors using digitized waveforms. May 26, 2022
Cardiology | Radiology Deep learning-based whole-heart segmentation in 4D contrast-enhanced cardiac CT. January 13, 2022
Oncology | Radiology Improved performance and consistency of deep learning 3D liver segmentation with heterogeneous cancer stages in magnetic resonance imaging. December 1, 2021
Urology Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy. April 28, 2021
Hepatology | Oncology | Radiology Prediction of Microvascular Invasion of Hepatocellular Carcinoma Based on Contrast-Enhanced MR and 3D Convolutional Neural Networks. April 15, 2021
Orthopedics | Radiology Meniscal lesion detection and characterization in adult knee MRI: A deep learning model approach with external validation. March 14, 2021