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Browsing Articles by Author "7b8baf46-e022-4381-85b6-b7b262dac10d"

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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). ...