Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays
Article
[키워드] acute respiratory syndrome
affecting
Algorithm
alleviate
approach
augmentation
automatically
Bacterial
baseline
caused
chest X-ray
chest X-rays
Computed tomography
Convolutional neural network
coronavirus
COVID-19
cross-contamination
CXR
datasets
death
deep
deep learning
detection
Disease progression
distribution
distributions
ENhance
expand
Hypothesis
IMPROVE
infected individual
Localization
Lungs
manifestation
Manifestations
pandemic
Pneumonia
radiology
recognizing
reduce
respiratory disorder
resulting
SARS-CoV-2
selected
significantly
suggested
Symptom
training data
Variability
viral pathogen
Viral pneumonia
while
[DOI] 10.3390/diagnostics10060358 PMC 바로가기 [Article Type] Article
[DOI] 10.3390/diagnostics10060358 PMC 바로가기 [Article Type] Article