Simple Summary The study proposes an automated deep learning-based classification
model, based on a Convolutional Neural Network, that demonstrates a rapid detection rate …

Chest X-ray (CXR) interpretations are conducted in hospitals and medical facilities on daily
basis. If the interpretation tasks were performed correctly, various vital medical conditions of …

Contraction of the heart is central to its purpose of pumping blood around the body. While
simple global function measures (such as the ejection fraction) are most commonly used in …

One of the primary factors contributing to death across all age groups is cardiovascular
disease. In the analysis of heart function, analyzing the left ventricle (LV) from 2D …

The segmentation of the left ventricle (LV) is one of the fundamental procedures that must be
performed to obtain quantitative measures of the heart, such as its volume, area, and …

Purpose: Mental health assessments that combine patients' facial expressions and
behaviors have been proven effective, but screening large-scale student populations for …

Accurate estimation of myocardial motion can help to better understand the
pathophysiological processes of ischemic heart diseases. However, because of partial and …

Objective. The study was to develop and externally validate a prognostic nomogram to
effectively predict the overall survival of patients with stomach cancer. Methods …

Aortic stenosis is the most common type of valvular heart disease (VHD), requiring
echocardiography examination for diagnosing and monitoring of the patient. Segmentation …

In this paper, we mainly adopted 337 patients who had undergone the surgery on lymph
node metastasis of papillary thyroid carcinoma (PTC) as the sample population. In order to …