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Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases

Cardiothoracic and pulmonary diseases are a significant cause of mortality and morbidity worldwide. The COVID-19 pandemic has highlighted the lack of access to clinical care, the overburdened medical system, and the potential of artificial intelligence (AI) in improving medicine. There are a variety...

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Format: Online
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
lung
conventional radiography
diagnostic procedure
chronic obstructive pulmonary disease
COVID-19
computed tomography
lungs
variability
segmentation
hybrid deep learning
artificial intelligence
deep learning
computer-based devices
radiology
thoracic diagnostic imaging
chest X-ray
CT
observer tests
performance
lung CT images
nodule detection
VGG-SegNet
pre-trained VGG19
cardiac amyloidosis
AL/TTR amyloidosis
hypertrophic cardiomyopathy
left ventricular hypertrophy
convolutional neural network
Tuberculosis (TB)
drug resistance
chest X-rays
generalization
localization
Electrical Impedance Tomography
lung imaging
cardiopulmonary monitoring
aorta
lung cancer
pulmonary artery
pulmonary hypertension
modality-specific knowledge
object detection
RetinaNet
ensemble learning
pneumonia
mean average precision
source data set
supervised classification
coronary artery disease
machine learning
cardiopulmonary disease
faster CNN
medical imaging
X-rays
transfer learning
explainability
n/a
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
Online Access:ONIX_20230405_9783036564340_7
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