Browsing Articles by Author "67ad0756-3c78-4aa3-9b88-f56347ad6f39"

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Independent Component Analysis for Unraveling the Complexity of Cancer Omics Datasets

Sompairac, Nicolas; Nazarov, Petr V.; Czerwinska, Urszula; Cantini, Laura; Biton, Anne; Molkenov, Askhat; Zhumadilov, Zhaxybay; Barillot, Emmanuel; Radvanyi, Francois; Gorban, Alexander; Kairov, Ulykbek; Zinovyev, Andrei (MDPI, 2019-09-02)

Independent component analysis (ICA) is a matrix factorization approach where the signals captured by each individual matrix factors are optimized to become as mutually independent as possible. Initially suggested for ...
PATIENTS WITH CORONARY HEART DISEASE, DILATED CARDIOMYOPATHY AND IDIOPATHIC VENTRICULAR TACHYCARDIA SHARE OVERLAPPING PATTERNS OF PATHOGENIC VARIATION IN CARDIAC RISK GENES

Guelly, Christian; Abilova, Zhannur; Nuralinov, Omirbek; Panzitt, Katrin; Akhmetova, Ainur; Rakhimova, Saule; Kozhamkulov, Ulan; Kairov, Ulykbek; Molkenov, Askhat; Seisenova, Ainur; Trajanoski, Slave; Abildinova, Gulzhaina; Kaussova, Galina; Windpassinger, Christian; Lee, Joseph H.; Zhumadilov, Zhaxybay; Bekbossynova, Makhabbat; Akilzhanova, Ainur (PeerJ, 2021-01)

Background Ventricular tachycardia (VT) is a major cause of sudden cardiac death (SCD). Clinical investigations can sometimes fail to identify the underlying cause of VT and the event is classified as idiopathic (iVT). ...
VARIATION IN THE PROPORTION OF ADULTS IN NEED OF BLOOD PRESSURE-LOWERING MEDICATIONS BY HYPERTENSION CARE GUIDELINE IN LOW- AND MIDDLE-INCOME COUNTRIES: A CROSS-SECTIONAL STUDY OF 1 037 215 INDIVIDUALS FROM 50 NATIONALLY REPRESENTATIVE SURVEYS

Sudharsanan, Nikkil; Theilmann, Michaela; Kirschbaum, Tabea K.; Manne-Goehler, Jennifer; Azadnajafabad, Sina; Bovet, Pascal; Chen, Simiao; Damasceno, Albertino; De Neve, Jan-Walter; Dorobantu, Maria; Ebert, Cara; Farzadfar, Farshad; Gathecha, Gladwell; Gurung, Mongal Singh; Jamshidi, Kosar; Jørgensen, Jutta M.A.; Labadarios, Demetre; Lemp, Julia; Lunet, Nuno; Mwangi, Joseph K.; Moghaddam, Sahar Saeedi; Bahendeka, Silver K.; Zhumadilov, Zhaxybay; Bärnighausen, Till; Vollmer, Sebastian; Atun, Rifat; Davies, Justine I; Geldsetzer, Pascal (Lippincott, Williams & Wilkins, 2021-03-09)

BACKGROUND:Current hypertension guidelines vary substantially in their definition of who should be offered blood pressure–lowering medications. Understanding the effect of guideline choice on the proportion of adults who ...