Virtual vs. Reality: External Validation of COVID-19 Classifiers using
XCAT Phantoms for Chest Computed Tomography

Virtual vs. Reality: External Validation of COVID-19 Classifiers using XCAT Phantoms for Chest Computed Tomography

7 March 2022

S. Sotoudeh-Paima

Rafael B. Fricks

Maciej A. Mazurowski

ArXiv (abs)PDF HTML

Papers citing "Virtual vs. Reality: External Validation of COVID-19 Classifiers using XCAT Phantoms for Chest Computed Tomography"

8 / 8 papers shown

Title
SYN-LUNGS: Towards Simulating Lung Nodules with Anatomy-Informed Digital Twins for AI Training F. I. Tushar Lavsen Dahal Cindy McCabe Fong Chi Ho Paul Segars E. Abadi Kyle J. Lafata Ehsan Samei J. Lo MedIm AI4CE 91 1 0 28 Feb 2025
COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning Parnian Afshar Shahin Heidarian Nastaran Enshaei F. Naderkhani M. Rafiee A. Oikonomou Faranak Babaki Fard K. Samimi Konstantinos N. Plataniotis Arash Mohammadi OOD 47 58 0 28 Sep 2020
COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images Hayden Gunraj Linda Wang A. Wong OOD 40 205 0 08 Sep 2020
iPhantom: a framework for automated creation of individualized computational phantoms and its application to CT organ dosimetry Wanyi Fu Shobhit Sharma E. Abadi A. Iliopoulos Qi Wang J. Lo Xiaobai Sun W. Paul Segars Ehsan Samei 15 17 0 20 Aug 2020
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans M. Roberts D. Driggs Matthew Thorpe J. Gilbey Michael Yeung ... Kang Zhang S. Stranks James H. F. Rudd Evis Sala Carola-Bibiane Schönlieb OOD 66 774 0 14 Aug 2020
Classification of Multiple Diseases on Body CT Scans using Weakly Supervised Deep Learning F. I. Tushar Vincent M. DÁnniballe Rui Hou Maciej A. Mazurowski Wanyi Fu Ehsan Samei Geoffrey D. Rubin J. Lo OOD 49 19 0 03 Aug 2020
MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset Sergey P. Morozov Anna E. Andreychenko Nikolay A. Pavlov A. Vladzymyrskyy N. Ledikhova V. Gombolevskiy I. Blokhin P. Gelezhe A. Gonchar V. Chernina 46 246 0 13 May 2020
COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images Linda Wang A. Wong OOD 122 2,505 0 22 Mar 2020

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