BACKGROUND:: EUS can detect morphologic abnormalities … imaging processing (DIP)
technique to analyze EUS images of … INTERVENTION:: All patients underwent EUS-guided FNA …

… and pattern recognition is … EUS images are first transformed from Cartesian coordinate to
polar coordinate. In this paper, an EUS image of size X × Y is transformed to a polarform image …

… and pattern recognition of these features have been reported, there are only a few reports of
image analytic techniques applied to EUS… -assisted analysis of images of mediastinal lymph …

… Computer-aided diagnosis of EUS images was quite useful in differentiating pancreatic cancer
… EUS image parameters to distinguish autoimmune pancreatitis from chronic pancreatitis. …

… Typical EUS images were selected from the sample sets. Texture features were extracted …
Overall, 105 features of 9 categories were extracted from the EUS images for pattern …

… examinations, EUS elastography can be performed by using a two-panel image, with the
conventional gray-scale B-mode EUS image on the right and the elastography image on the left …

… EUS is the most sensitive imaging modality for both conditions, … EUS images and differentiate
malignancy from pancreatitis, and to compare results obtained with this system with EUS …

… an irregular area pattern. D, EUS image shows the lesion to be limited to the mucosa. … For
this purpose, the development of automatic pattern recognition systems is required. It seems …

… as a separating hyperplane to complete the pattern recognition. Compared with ANNs, SVMs
… of AI in EUS imaging. Hence, the concept of digital analysis of EUS images is not that new …

… EUS images. In this study, about 4000 EUS images were collected, and around 500 000
images … as a navigator during the EUS procedure by recognizing the location from EUS images. …