Deep learning-based COVID-19 pneumonia classification using chest CT images: model generalizability

18 February 2021

Papers citing "Deep learning-based COVID-19 pneumonia classification using chest CT images: model generalizability"

8 / 8 papers shown

Title
Virtual imaging trials improved the transparency and reliability of AI systems in COVID-19 imaging F. I. Tushar Lavsen Dahal S. Sotoudeh-Paima E. Abadi W. Paul Segars Ehsan Samei J. Lo 14 0 0 17 Aug 2023
Evaluating Generalizability of Deep Learning Models Using Indian-COVID-19 CT Dataset S. Suba N. Parekh R. Loganathan Vikram Pudi Chinnababu Sunkavalli OOD 13 0 0 28 Dec 2022
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images S. Suba N. Parekh MedIm 19 0 0 28 Dec 2022
Performance Deterioration of Deep Learning Models after Clinical Deployment: A Case Study with Auto-segmentation for Definitive Prostate Cancer Radiotherapy Biling Wang M. Dohopolski T. Bai Junjie Wu R. Hannan ... D. Nguyen Mu-Han Lin Robert Timmerman Xinlei Wang Steve B. Jiang 23 2 0 11 Oct 2022
Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification Jiashu Xu S. Stirenko 10 2 0 11 Oct 2022
COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images E. E. Hemdan M. Shouman Mohamed E. Karar 70 1,007 0 24 Mar 2020
Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images and Deep Convolutional Neural Networks A. Narin Ceren Kaya Ziynet Pamuk 62 1,675 0 24 Mar 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015