BACKGROUND: The distribution of pulmonary vessels in computed tomography (CT) and
computed tomography angiography (CTA) images of lung is important for diagnosing …

Medical image reporting and interpretation play a significant role in the diagnosis and
treatment of patients. Its introduction into healthcare systems has improved human health …

The main objective of this work is to develop and evaluate an artificial intelligence system
based on deep learning capable of automatically identifying, quantifying, and characterizing …

CT pulmonary angiography (CTPA) is the first-line imaging test for evaluation of acute
pulmonary emboli. However, diagnostic quality is heterogeneous across institutions and is …

Background: Pulmonary embolism is a kind of cardiovascular disease that threatens human
life and health. Since pulmonary embolism exists in the pulmonary artery, improving the …

Detailed descriptions of acute pulmonary emboli (PE) morphology, total embolic volume
(TEV), and their effects upon patients' clinical presentation and prognosis remain largely …

Pulmonary hypertension should be preoperatively evaluated for optimal surgical planning to
reduce surgical risk in lung cancer patients. Preoperative measurement of vascular diameter …

Pulmonary Hypertension (PH) is a cardiovascular disease where the pulmonary arterial
pressure and resistance increases, causing functional and morphological changes in …

Background Measuring major blood vessels from CT pulmonary angiography examinations
(CTPAs) to assess cardiovascular diseases has the potential to improve overall patient …

Paraseptal emphysema (PSE) is a relatively unexplored emphysema subtype that is usually
asymptomatic, but recently associated with interstitial lung abnormalities which are related …