Radiology XRayWizard: Reconstructing 3-D lung surfaces from a single 2-D chest x-ray image via Vision Transformer. October 11, 2023
Radiology Automated detection and segmentation of pulmonary embolisms on computed tomography pulmonary angiography (CTPA) using deep learning but without manual outlining. July 23, 2023
Ophthalmology Batch-balanced focal loss: a hybrid solution to class imbalance in deep learning. June 26, 2023
Pathology | Pulmonology Deep-Masker: A Deep Learning-Based Tool to Assess Chord Length from Murine Lung Images. May 26, 2023
Ophthalmology Assessing retinal vein occlusion based on color fundus photographs using neural understanding network (NUN). October 24, 2022
Radiology Automated identification of pulmonary arteries and veins depicted in non-contrast chest CT scans. January 23, 2022
Ophthalmology Feasibility assessment of infectious keratitis depicted on slit-lamp and smartphone photographs using deep learning. September 24, 2021
Ophthalmology | Radiology Automated delineation of orbital abscess depicted on CT scan using deep learning. April 27, 2021
Radiology Predicting benign, preinvasive, and invasive lung nodules on computed tomography scans using machine learning. March 17, 2021
Infectious Diseases | Pulmonology | Radiology Automated quantification of COVID-19 severity and progression using chest CT images. August 13, 2020
Radiology Potential of deep learning in assessing pneumoconiosis depicted on digital chest radiography. May 30, 2020
Ophthalmology ASSESSMENT OF CENTRAL SEROUS CHORIORETINOPATHY DEPICTED ON COLOR FUNDUS PHOTOGRAPHS USING DEEP LEARNING. July 8, 2019