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

• Other Authors: Antani, Sameer (Editor), Rajaraman, Sivaramakrishnan (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: Technology: general issues; History of engineering & technology; 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
• Online Access: DOAB: download the publication; DOAB: description of the publication