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...

Celý popis

Uloženo v:

Podrobná bibliografie
Médium:	Online
Jazyk:	angličtina
Vydáno:	MDPI - Multidisciplinary Digital Publishing Institute 2023
Témata:	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
On-line přístup:	ONIX_20230405_9783036564340_7
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

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

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

Podobné jednotky