Usefulness of the calcium score in the diagnosis of obstructive coronary diseaseVladimir MendozaRodríguez ILuis R. Llerena RojasSerguei TorresEddy W. Olivares AquilesJulio O. Cabrera RegoFernández HerreraRomualdo Linares Machado1999, Editorial Ciencias Médicas...
which contains a conceptual model and mapping facilities to natural language expressions and coding schemas [19,20]. Several projects have been launched to converge clinical terminologies towards a grand unified system [21,22]. The complexity and high number of medical and health...
Decimal values for p parameter (range 0–1) used to show percentage of the split. HDL, high-density lipoprotein cholesterol Full size image A random forest model was developed using the two databases to outline the 10 most important variables for distinguishing patients with GD from controls (...
Idiopathic hypersomnia is a chronic neurologic sleep disorder that manifests as excessive daytime sleepiness despite normal or prolonged sleep times for age. Frequently, idiopathic hypersomnia is clinically characterized by marked sleep inertia, long and unrefreshing naps, and a high sleep efficiency. ...
Also, genes in the HLA family, such as HLA‑DQB1 and HLA‑DRB1, may present potential biomarkers for the diagnosis of CRPS. Furthermore, EP300, its paralog CREBBP, and the STAT family genes, STAT3 and STAT5 may be important in the development of CRPS. High-Resolution Peripheral ...
Currently, radiologists face an excessive workload, which leads to high levels of fatigue, and consequently, to undesired diagnosis mistakes. Decision support systems can be used to prioritize and help radiologists making quicker decisions. In this sense
(UA), urea nitrogen (UN), estimated glomerular filtration rate (eGFR), total cholesterol (TC), high density lipoprotein cholesterol (HDL-C), low density lipoprotein cholesterol (LDL-C), triglyceride (TG), blood sugar (BS), sodium (Na), the lowest K, chlorine (Cl), and calcium (Ca). ...
andF1score of 0.906 (Fig.2and Extended Data Table3). The model achieved an AUC of greater than 0.96 for all classes; for all classes, all but three (LVNC, HHD and myocarditis) hadF1scores above 0.80. The model demonstrated high AUCs andF1scores for the most prevalent CVDs including HCM...
58 Hence, elevated levels of inflammatory markers like IL-20 and IL-22 might be used as diagnostic biomarkers for AD. 4.9. High sensitivity troponin T (hs-TNT) While cardiac troponin has been used widely as a biomarker for myocardial injury, it was traditionally believed that AD, a ...
In addition, use of a machine learning algorithm with the measured immune system markers resulted in the development of a predictive model to identify a subject as an ME/CFS patient with very high sensitivity and specificity. Accordingly, a method and system for developing a predictive model for...