Radiologists are in desperate need of automatic radiology report generation (RRG) for alleviating the workload and preventing the inexperienced from making mistakes in diagnosis. From our perspective, each radi
Nephrogenic systemic fibrosis is a fibrosing disorder associated with exposure to gadolinium-based contrast agents in people with severely compromised renal function. Objective The purpose of this study was to determine the reported number of cases of nephrogenic systemic fibrosis in children using three ...
Deep learning algorithms that facilitate automated feature learning have recently shown great promise in tasks ranging from tumour segmentation116to survival prediction.117Methods combining radiology and pathology datasets have been proposed to distinguish gliomas into oligodendroglioma and astrocytoma classes.118...
Then, the hidden feature vector of a test image is compared to the features of the selected training data sets. The so-trained AE exhibits good test performance. However, unlike our work, this approach relies on training the considered model over each decision class and, then, does not ...
number of parameters increased, AIC started to decrease, and R2 McFadden started to increase. This showed that the model with all variables was a good fit for the data. T2WI was the first variable used in this model; then, DWI was added to it, followed by ktrans, and then kep, which ...
Traditional surgical education is based on observation and assistance in surgical practice. Recently introduced deep learning (DL) techniques enable the recognition of the surgical view and automatic identification of surgical landmarks. However, there w
Asia-Pacific is expected to be the fastest-growing region in the radiology as a service market share during the forecast period. The regions covered in the radiology as a service market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America,...
Portomesenteric vein gas can occur owing to a variety of interraleted factors such as loss of mucosal integrity and intraluminal overpressure, and the most common and serious cause is bowel ischemia, which requires urgent laparotomy. Nevertheless, when portal venous gas is caused by nonischemic cau...
Vitamin K is necessary for the carboxylation of MGP and is thus a key vitamin in the process of MGP activation [9, 18]. An increase in the inactive form of the protein, dp-ucMGP is thus to be expected. Such an increase in dp-ucMGP levels in VKA treated patients has already been ...
Model-based prediction of critical illness in hospitalized patients with COVID-19. Radiology. 2020. https://doi.org/10.1148/radiol. 2020202723. 18. Shang W, Dong J, Ren Y, Tian M, Li W, Hu J, et al. The value of clini- cal parameters in predicting ...