In the evaluation of a diagnostic imaging test for the diagnosis of a particular illness in a particular category of patients, the test should be construed as leading to a test result in the sense of a set of descriptive readings from the image(s), not interpretation of these; and in the evaluation of the test, therefore, the first challenge is the translation of each test result (set of readin...

Different from the “black-box” evaluation, the diagnostic evaluation aims to provide a better explanatory power into various aspects of the performance of artificial intelligence systems. However, for machine translation (MT) systems, due to its complexity and knowledge dependency, such diagnostic evaluation often demands a large amount of manual work. To tackle this problem, we propose an auto...

Diagnostic evaluation of machine translation (MT) is an approach to evaluation that provides finer-grained information compared to state-of-the-art automatic metrics. This paper evaluates DELiC4MT, a diagnostic metric that assesses the performance of MT systems on user-defined linguistic phenomena. We present the results obtained using this diagnostic metric when evaluating three MT systems tha...

Background Endometriosis has been widely implicated as one of the causes of chronic pelvic pain, dysmenorrhea and infertility. The purpose of our study was to define the presumed correlation between visual and histologic diagnostic features of endometriosis based on the peritoneal findings identified in laparoscopy as a diagnostic trial with a standardized technique. So, all the specimens inclu...

background traditional digital subtraction angiography (dsa) is currently the gold standard diagnostic method for the diagnosis and evaluation of cerebral arteriovenous malformation (avm) and dural arteriovenous fistulas (davf). objectives the aim of this study was to analyze different less invasive magnetic resonance angiography (mra) images, time-resolved mra (tr-mra) and three-dimensional ti...