Читать книгу Predicting Heart Failure - Группа авторов - Страница 30

Image processing is one of the most important application areas of artificial intelligence. With the help of image processing techniques, visual features are converted into numerical features and thus diagnostic studies are carried out. It refers to studies based on finding the patterns in the images. Especially with the help of 3D image processing, the borders of the diseased areas can be determined (Figure 1.1). Yang et al. [19] conducted a study of the 3D reconstruction of coronary vessels from angiography images, thus providing the possibility of better diagnosis of CAD. In the study, an aperture camera model and optimization methods were used.

Figure 1.1 Images for boundary detection in different views of heart, with permission from Springer Nature [20].