Study on transfer learning capabilities for pneumonia classification in chest-x-rays images
흉부 X선 영상에서 폐렴 분류를 위한 전이학습 능력에 관한 연구
Article
Published on
Journal: Computer methods and programs in biomedicine [Category] COVID19(2023년), SARS, 변종,
Journal: Computer methods and programs in biomedicine [Category] COVID19(2023년), SARS, 변종,
[키워드] Accuracy
Activation
acute respiratory syndrome
acute respiratory syndrome coronavirus
acute respiratory syndrome coronavirus-2
Algorithm
approach
AUROC
average
Bacterial
category
caused
characteristic
Chest
clinician
Confusion
Contagion
Coronavirus-2
COVID-19
dataset
deep
deep learning
diagnose
diagnosing
diagnostic
Diagnostic accuracy
disease
effective
Effectiveness
effort
evaluate
experiment
Explainable AI
fungi
healthy
help
illness
illnesses
Infection
infection source
joint
Lung infection
Metrics
Pathogens
performed
Pneumonia
pneumonia case
pneumonia cases
Pneumonia classification
Precision
presenting
receiver operating characteristic
reported
robustness
SARS-CoV-2
Severe acute respiratory syndrome
severe acute respiratory syndrome Coronavirus
Symptom
training set
transfer
transfer learning
variant
viral pathogens
[DOI] 10.1016/j.cmpb.2022.106833 PMC 바로가기 [Article Type] Article
[DOI] 10.1016/j.cmpb.2022.106833 PMC 바로가기 [Article Type] Article