The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19 Chest Radiographs.
Paras LakhaniJ. MonganC. SinghalQ. ZhouKatherine P. AndrioleWilliam F. AuffermannPrasanth PrasannaT. X. PhamMichael PetersonP. J. BergquistTessa Sundaram CookS. F. FerraciolliG. C. A. CorradiMS TakahashiC. S. WorkmanMaansi R. ParekhS. I. KamelJoaquin GalantA. Mas-SanchezE. C. BenítezM. Sánchez-ValverdeL. JaquesM. PanaderoM. VidalM. Culiañez-CasasD. Angulo-GonzalezSteve G. LangerMaría de la Iglesia-VayáGeorge ShihPublished in: J. Digit. Imaging (2023)
Keyphrases
- machine learning
- decision trees
- machine learning methods
- pattern recognition
- text classification
- active learning
- lung nodules
- support vector machine
- machine learning algorithms
- feature space
- chest radiographs
- image classification
- classification accuracy
- support vector
- feature selection
- computer vision
- multiresolution
- feature extraction
- feature set
- feature vectors
- class labels