Deep Learning | Medical Imaging | Radiation Oncology AS-NeSt: a Novel 3D Deep Learning Model for Radiotherapy Dose Distribution Prediction on Esophageal Cancer Treatment with Multiple Prescriptions. December 30, 2023
Environmental Science | Water Quality Management Exploring a multi-output temporal convolutional network driven encoder-decoder framework for ammonia nitrogen forecasting. June 4, 2023
Deep Learning | Medical Imaging | Radiation Oncology Improving CBCT image quality to the CT level using RegGAN in esophageal cancer adaptive radiotherapy. January 23, 2023
Medical Physics | Pulmonology | Radiation Oncology Radiation pneumonitis prediction after stereotactic body radiation therapy based on 3D dose distribution: dosiomics and/or deep learning-based radiomics features. November 18, 2022
Climate Change | Electrical Engineering | Energy Management Deep learning-based neural networks for day-ahead power load probability density forecasting. October 6, 2022
Pathology Accurate classification of white blood cells by coupling pre-trained ResNet and DenseNet with SCAM mechanism. July 15, 2022
Medical Physics | Radiation Oncology Deep Learning for Patient-Specific Quality Assurance: Predicting Gamma Passing Rates for IMRT Based on Delivery Fluence Informed by log Files. June 21, 2022
Dentistry | Radiology Improved Diagnostic Accuracy of Ameloblastoma and Odontogenic Keratocyst on Cone-Beam CT by Artificial Intelligence. February 14, 2022
Medical Physics | Radiation Oncology Virtual Patient-Specific Quality Assurance of IMRT Using UNet++: Classification, Gamma Passing Rates Prediction, and Dose Difference Prediction. August 6, 2021
Ophthalmology Deep learning-based automated detection of glaucomatous optic neuropathy on color fundus photographs. January 28, 2020
Ophthalmology Deep learning-based automated detection of retinal diseases using optical coherence tomography images. December 19, 2019
Ophthalmology Automatic Detection of Diabetic Retinopathy in Retinal Fundus Photographs Based on Deep Learning Algorithm. November 18, 2019