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A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.
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.
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. Among authors: smole t.
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.
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Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning.
Pičulin M, Smole T, Žunkovič B, Kokalj E, Robnik-Šikonja M, Kukar M, Fotiadis DI, Pezoulas VC, Tachos NS, Barlocco F, Mazzarotto F, Popović D, Maier LS, Velicki L, Olivotto I, MacGowan GA, Jakovljević DG, Filipović N, Bosnić Z.
Pičulin M, et al. Among authors: smole t.
JMIR Med Inform. 2022 Feb 2;10(2):e30483. doi: 10.2196/30483.
JMIR Med Inform. 2022.
PMID: 35107432
Free PMC article.
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Differentiating viral and bacterial infections: A machine learning model based on routine blood test values.
Gunčar G, Kukar M, Smole T, Moškon S, Vovko T, Podnar S, Černelč P, Brvar M, Notar M, Köster M, Jelenc MT, Osterc Ž, Notar M.
Gunčar G, et al. Among authors: smole t.
Heliyon. 2024 Apr 9;10(8):e29372. doi: 10.1016/j.heliyon.2024.e29372. eCollection 2024 Apr 30.
Heliyon. 2024.
PMID: 38644832
Free PMC article.
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