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

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