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A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.
Smole T, Žunkovič B, Pičulin M, Kokalj E, Robnik-Šikonja M, Kukar M, Fotiadis DI, Pezoulas VC, Tachos NS, Barlocco F, Mazzarotto F, Popović D, Maier L, Velicki L, MacGowan GA, Olivotto I, Filipović N, Jakovljević DG, Bosnić Z. Smole T, et al. Among authors: pezoulas vc. Comput Biol Med. 2021 Aug;135:104648. doi: 10.1016/j.compbiomed.2021.104648. Epub 2021 Jul 12. Comput Biol Med. 2021. PMID: 34280775 Free article.
Sjögren's Syndrome: The Clinical Spectrum of Male Patients.
Chatzis L, Pezoulas VC, Ferro F, Gandolfo S, Donati V, Binutti M, Callegher SZ, Venetsanopoulou A, Zampeli E, Mavrommati M, Argyropoulou OD, Michalopoulos G, Voulgari PV, Exarchos T, Baldini C, Skopouli FN, Fotiadis DI, De Vita S, Moutsopoulos HM, Tzioufas AG, Goules AV. Chatzis L, et al. Among authors: pezoulas vc. J Clin Med. 2020 Aug 12;9(8):2620. doi: 10.3390/jcm9082620. J Clin Med. 2020. PMID: 32806710 Free PMC article.
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains.
Pezoulas VC, Grigoriadis GI, Gkois G, Tachos NS, Smole T, Bosnić Z, Pičulin M, Olivotto I, Barlocco F, Robnik-Šikonja M, Jakovljevic DG, Goules A, Tzioufas AG, Fotiadis DI. Pezoulas VC, et al. Comput Biol Med. 2021 Jul;134:104520. doi: 10.1016/j.compbiomed.2021.104520. Epub 2021 Jun 6. Comput Biol Med. 2021. PMID: 34118751 Free article.
49 results