Radiology Utilizing Synthetic Nodules for Improving Nodule Detection in Chest Radiographs. March 19, 2022
Radiology Optimal number of strong labels for curriculum learning with convolutional neural network to classify pulmonary abnormalities in chest radiographs. August 15, 2021
Radiology Added Value of Deep Learning-based Detection System for Multiple Major Findings on Chest Radiographs: A Randomized Crossover Study. March 23, 2021
Radiology CT kernel conversions using convolutional neural net for super-resolution with simplified squeeze-and-excitation blocks and progressive learning among smooth and sharp kernels. June 29, 2020
Endoscopy | Gastroenterology Endoscopic diagnosis and treatment planning for colorectal polyps using a deep-learning model. January 8, 2020
Pulmonology | Radiology Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks. August 9, 2019
Pulmonology | Radiology Fully Automated Lung Lobe Segmentation in Volumetric Chest CT with 3D U-Net: Validation with Intra- and Extra-Datasets. June 1, 2019
Nephrology | Pathology A Fully Automated System Using A Convolutional Neural Network to Predict Renal Allograft Rejection: Extra-validation with Giga-pixel Immunostained Slides. April 3, 2019
Deep Learning | Medical Imaging | Radiology A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images. December 17, 2018