{"id":834,"date":"2024-03-18T12:28:45","date_gmt":"2024-03-18T12:28:45","guid":{"rendered":"http:\/\/intelheart.kg.ac.rs\/?page_id=834"},"modified":"2026-01-28T11:04:28","modified_gmt":"2026-01-28T11:04:28","slug":"publications","status":"publish","type":"page","link":"http:\/\/intelheart.kg.ac.rs\/sr\/publications\/","title":{"rendered":"\u041f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0458\u0435"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"834\" class=\"elementor elementor-834\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e153bb e-flex e-con-boxed e-con e-parent\" data-id=\"6e153bb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ff03cb8 elementor-widget elementor-widget-text-editor\" data-id=\"ff03cb8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 28-02-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>[1] L. Da\u0161i\u0107, T. Geroski, O. Pavi\u0107, and N. Filipovi\u0107, \u201cDevelopment of convolutional neural network for classification of heart sounds utilizing mel-frequency cepstral coefficients,\u201d in <em>Proc. 3rd Serbian Int. Conf. on Applied Artificial Intelligence (SICAAI)<\/em>, Kragujevac, Serbia, May 23\u201324, 2024. <a href=\"http:\/\/aai2024.kg.ac.rs\/\">AAI2024<\/a><\/p><p>\u00a0<\/p><p>[2] S. Toma\u0161evi\u0107, A. Blagojevi\u0107, T. Geroski, G. Jovi\u010di\u0107, B. Mili\u0107evi\u0107, M. Prodanovi\u0107, I. Kamenko, B. Baji\u0107, S. Simovi\u0107, G. Davidovi\u0107, D. Ignjatovi\u0107 Risti\u0107, A. Preveden, L. Velicki, E. Doli\u0107anin, A. Risti\u0107, N. Filipovi\u0107, and S. Apostolovi\u0107, \u201cAI-driven decision support system for heart failure diagnosis: INTELHEART approach towards personalized treatment strategies,\u201d in <em>Proc. 24th IEEE Int. Conf. on Bioinformatics and Bioengineering (BIBE)<\/em>, Kragujevac, Serbia, Nov. 27\u201329, 2024. <strong>DOI:\u00a0<\/strong><a href=\"https:\/\/doi.org\/10.1109\/BIBE63649.2024.10820487\">10.1109\/BIBE63649.2024.10820487<\/a><\/p><p>\u00a0<\/p><p>[3] B. Mili\u0107evi\u0107, M. Milo\u0161evi\u0107, V. Milovanovi\u0107, M. Vaskovi\u0107 Jovanovi\u0107, M. Koji\u0107, and N. Filipovi\u0107, \u201cA short overview of left ventricular action potential simulations: Integrating numerical methods with machine learning,\u201d in <em>Proc. 24th IEEE Int. Conf. on Bioinformatics and Bioengineering (BIBE)<\/em>, Kragujevac, Serbia, Nov. 27\u201329, 2024. <strong>DOI:\u00a0<\/strong><a href=\"https:\/\/doi.org\/10.1109\/BIBE63649.2024.10820472\">10.1109\/BIBE63649.2024.10820472<\/a><\/p><p>\u00a0<\/p><p>[4] M. Prodanovi\u0107, V. Cvetkovi\u0107, A. Gruji\u0107, and S. M. Mijailovich, \u201cEstimating the effect of Danicamtiv on human cardiac function,\u201d in <em>Proc. 24th IEEE Int. Conf. on Bioinformatics and Bioengineering (BIBE)<\/em>, Kragujevac, Serbia, Nov. 27\u201329, 2024. <strong>DOI:\u00a0<\/strong><a href=\"https:\/\/doi.org\/10.1109\/BIBE63649.2024.10820498\">10.1109\/BIBE63649.2024.10820498<\/a><\/p><p>\u00a0<\/p><p>[5] M. Rodi\u0107, M. Belopavlovi\u0107, A. Preveden, S. Simovi\u0107, G. Davidovi\u0107, S. Apostolovi\u0107, S. Toma\u0161evi\u0107, N. Filipovi\u0107, \u0110. Jakovljevi\u0107, and L. Velicki, \u201cSex differences in heart failure \u2013 an analysis from the INTELHEART database,\u201d in <em>Proc. XXV National Congress of the Cardiology Society of Serbia with International Participation<\/em>, Belgrade, Serbia, Oct. 24\u201326, 2024. <a href=\"https:\/\/www.uksrb.rs\/casopisi\/arhiva\/srce-i-krvni-sudovi-broj-22024\">Srce i krvni sudovi<\/a><\/p><p>\u00a0<\/p><p>[6] M. Belopavlovi\u0107, M. Rodi\u0107, A. Preveden, S. Simovi\u0107, G. Davidovi\u0107, S. Apostolovi\u0107, S. Toma\u0161evi\u0107, N. Filipovi\u0107, \u0110. Jakovljevi\u0107, and L. Velicki, \u201cRazlike u klini\u010dkoj prezentaciji izme\u0111u pacijenata sa HFrEF i HFpEF \u2013 analiza INTELHEART baze podataka,\u201d in <em>Proc. XXV National Congress of the Cardiology Society of Serbia with International Participation<\/em>, Belgrade, Serbia, Oct. 24\u201326, 2024. <a href=\"https:\/\/www.uksrb.rs\/casopisi\/arhiva\/srce-i-krvni-sudovi-broj-22024\">Srce i krvni sudovi<\/a><\/p><p>\u00a0<\/p><p>[7] M. Prodanovi\u0107, C. Poggesi, M. Regnier, T. C. Irving, M. A. Geeves, and S. M. Mijailovich, \u201cModulation of cardiac twitches by temperature and stimulation frequency,\u201d <em>Biophys. J.<\/em>, vol. 123, no. 3, pp. 267a\u2013268a, Feb. 2024. Presented at the <em>Biophysical Society Annual Meeting<\/em>, Philadelphia, PA, USA, Feb. 10\u201314, 2024. <a href=\"https:\/\/www.cell.com\/action\/showPdf?pii=S0006-3495%2823%2902374-3\">Link<\/a><\/p><p>\u00a0<\/p><p>[8] M. Prodanovi\u0107, J. Aguado-Sierra, B. Stojanovi\u0107, C. Butakoff, and S. M. Mijailovich, \u201cIntegrating a 3D explicit multi-sarcomere model with finite element solver for cardiac tissue simulation,\u201d presented at the <em>51st European Muscle Conference<\/em>, Ljubljana, Slovenia, Sept. 22\u201326, 2024. <a href=\"https:\/\/plus.cobiss.net\/cobiss\/si\/sl\/bib\/209658883\">Link<\/a><\/p><p>\u00a0<\/p><p>[9] A. Blagojevi\u0107, S. Toma\u0161evi\u0107, O. Pavi\u0107, L. Da\u0161i\u0107, T. Geroski, A. Preveden, L. Velicki, and N. Filipovi\u0107, \u201cHeart failure disease progression assessment in patients through the use of traditional machine learning approaches,\u201d in Proc. 4th Serbian Int. Conf. on Applied Artificial Intelligence (AAI2025), Zlatibor, Serbia, May 29\u201330, 2025. LINK: <a class=\"anchor_edefb8 anchorUnderlineOnHover_edefb8\" tabindex=\"0\" title=\"http:\/\/aai2025.kg.ac.rs\/\" role=\"button\" href=\"http:\/\/aai2025.kg.ac.rs\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/aai2025.kg.ac.rs\/<\/a><\/p><p>\u00a0<\/p><p>[10] L. Da\u0161i\u0107, A. Blagojevi\u0107, O. Pavi\u0107, T. Geroski, and N. Filipovi\u0107, \u201cImpact of different biomarkers on the prediction capabilities of machine learning models in the diagnosis of heart failure,\u201d in Proc. 4th Serbian Int. Conf. on Applied Artificial Intelligence (AAI2025), Zlatibor, Serbia, May 29\u201330, 2025. LINK: <a class=\"anchor_edefb8 anchorUnderlineOnHover_edefb8\" tabindex=\"0\" title=\"http:\/\/aai2025.kg.ac.rs\/\" role=\"button\" href=\"http:\/\/aai2025.kg.ac.rs\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/aai2025.kg.ac.rs\/<\/a><\/p><p>\u00a0<\/p><p>[11] A. Blagojevi\u0107, S. Toma\u0161evi\u0107, B. Mili\u0107evi\u0107, and N. Filipovi\u0107, \u201cINTELHEART multidisciplinary system for improved diagnosis of heart failure,\u201d in Proc. ECCOMAS Int. Conf. on Multi-scale Computational Methods for Solids and Fluids (MSF 2025), Split, Croatia, June 25\u201327, 2025. LINK: <a class=\"anchor_edefb8 anchorUnderlineOnHover_edefb8\" tabindex=\"0\" title=\"https:\/\/ceacm.net\/msf-2025\/\" role=\"button\" href=\"https:\/\/ceacm.net\/msf-2025\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/ceacm.net\/msf-2025\/<\/a><\/p><p>\u00a0<\/p><p>[12] G. Jovi\u010di\u0107, V. Milovanovi\u0107, A. Vulovi\u0107, M. \u017divkovi\u0107, N. Djordjevi\u0107, and N. Filipovi\u0107, \u201cFatigue to fracture integrity assessment in engineering and biomedical engineering,\u201d Journal of the Serbian Society for Computational Mechanics, vol. 19, no. 1, 2025. DOI: <a href=\"https:\/\/www.sscm.kg.ac.rs\/jsscm\/index.php\/volume-19-number-1-2025\/354-paper-09-2025-1\" target=\"_blank\" rel=\"noopener\">10.24874\/jsscm.2025.19.01.09<\/a><\/p><p>\u00a0<\/p><p>[13] A. Preveden, M. Belopavlovic, M. Rodic, S. Simovic, G. Davidovic, S. Apostolovic, S. Tomasevic, N. Filipovic, A. Milovancev, DJ. Jakovljevic, L. Velicki, Differences in the clinical presentation of patients with HFrEF vs. HFpEF &#8211; an analysis from the INTELHEART database, European Heart Journal, Volume 46, Issue Supplement_1, November 2025, ehaf784.1415, DOI: <a class=\"anchor_edefb8 anchorUnderlineOnHover_edefb8\" tabindex=\"0\" title=\"https:\/\/doi.org\/10.1093\/eurheartj\/ehaf784.1415\" role=\"button\" href=\"https:\/\/doi.org\/10.1093\/eurheartj\/ehaf784.1415\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.1093\/eurheartj\/ehaf784.1415<\/a><\/p><p>\u00a0<\/p><p>[14] L. Da\u0161i\u0107, T. Geroski, O. Pavi\u0107, A. Blagojevi\u0107, B. Baji\u0107, I. Kamenko, and N. Filipovi\u0107, \u201eEvaluation of Medical Biomarkers in Machine Learning Models for Classification of Heart Failure with Preserved and Reduced Ejection Fraction\u201c, 25th International Conference on Bioinformatics and Bioengineering (BIBE2025), Athens, Greece, November 6\u20138, 2025, LINK: <a class=\"edefb8e22d63c542-anchor edefb8e22d63c542-anchorUnderlineOnHover\" tabindex=\"0\" title=\"https:\/\/easyconferences.eu\/bibe2025\/\" role=\"button\" href=\"https:\/\/easyconferences.eu\/bibe2025\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/easyconferences.eu\/bibe2025\/<\/a><\/p><p>\u00a0<\/p><p>[15] A. Ili\u0107, O. Kova\u010devi\u0107, A. Milovan\u010dev, N. Mladenovi\u0107, D. Andri\u0107, D. Dabovi\u0107, M. Jarakovi\u0107, S. Maletin, T. Panti\u0107, B. Crnomarkovi\u0107, M. Preveden, R. Zdravkovic, A. Stojsic-Milosavljevic, A. Ilic, L. Velicki, A. Preveden \u201cImpact of Chronic Kidney Disease on Clinical, Laboratory, and Echocardiographic Features in Patients with Chronic Heart Failure\u201d Diseases. 2026; 14(1):35, LINK: https:\/\/doi.org\/10.3390\/diseases14010035<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>[1] L. Da\u0161i\u0107, T. Geroski, O. Pavi\u0107, and N. Filipovi\u0107, \u201cDevelopment of convolutional neural network for classification of heart sounds utilizing mel-frequency cepstral coefficients,\u201d in Proc. 3rd Serbian Int. Conf. on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, May 23\u201324, 2024. AAI2024 \u00a0 [2] S. Toma\u0161evi\u0107, A. Blagojevi\u0107, T. Geroski, G. Jovi\u010di\u0107, B. Mili\u0107evi\u0107, M. Prodanovi\u0107, &#8230; <a title=\"\u041f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0458\u0435\" class=\"read-more\" href=\"http:\/\/intelheart.kg.ac.rs\/sr\/publications\/\" aria-label=\"Read more about Publications\">Read more<\/a><\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-834","page","type-page","status-publish"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Publications - IntelHeart<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/intelheart.kg.ac.rs\/sr\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"sr_RS\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - IntelHeart\" \/>\n<meta property=\"og:description\" content=\"[1] L. Da\u0161i\u0107, T. Geroski, O. Pavi\u0107, and N. Filipovi\u0107, \u201cDevelopment of convolutional neural network for classification of heart sounds utilizing mel-frequency cepstral coefficients,\u201d in Proc. 3rd Serbian Int. Conf. on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, May 23\u201324, 2024. AAI2024 \u00a0 [2] S. Toma\u0161evi\u0107, A. Blagojevi\u0107, T. Geroski, G. Jovi\u010di\u0107, B. Mili\u0107evi\u0107, M. Prodanovi\u0107, ... 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Da\u0161i\u0107, T. Geroski, O. Pavi\u0107, and N. Filipovi\u0107, \u201cDevelopment of convolutional neural network for classification of heart sounds utilizing mel-frequency cepstral coefficients,\u201d in Proc. 3rd Serbian Int. Conf. on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, May 23\u201324, 2024. AAI2024 \u00a0 [2] S. Toma\u0161evi\u0107, A. Blagojevi\u0107, T. Geroski, G. Jovi\u010di\u0107, B. Mili\u0107evi\u0107, M. Prodanovi\u0107, ... 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Da\u0161i\u0107, T. Geroski, O. Pavi\u0107, and N. Filipovi\u0107, \u201cDevelopment of convolutional neural network for classification of heart sounds utilizing mel-frequency cepstral coefficients,\u201d in Proc. 3rd Serbian Int. Conf. on Applied Artificial Intelligence (SICAAI), Kragujevac, Serbia, May 23\u201324, 2024. AAI2024 \u00a0 [2] S. Toma\u0161evi\u0107, A. Blagojevi\u0107, T. Geroski, G. Jovi\u010di\u0107, B. Mili\u0107evi\u0107, M. Prodanovi\u0107,&hellip;","_links":{"self":[{"href":"http:\/\/intelheart.kg.ac.rs\/sr\/wp-json\/wp\/v2\/pages\/834","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/intelheart.kg.ac.rs\/sr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/intelheart.kg.ac.rs\/sr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/intelheart.kg.ac.rs\/sr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/intelheart.kg.ac.rs\/sr\/wp-json\/wp\/v2\/comments?post=834"}],"version-history":[{"count":40,"href":"http:\/\/intelheart.kg.ac.rs\/sr\/wp-json\/wp\/v2\/pages\/834\/revisions"}],"predecessor-version":[{"id":1602,"href":"http:\/\/intelheart.kg.ac.rs\/sr\/wp-json\/wp\/v2\/pages\/834\/revisions\/1602"}],"wp:attachment":[{"href":"http:\/\/intelheart.kg.ac.rs\/sr\/wp-json\/wp\/v2\/media?parent=834"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}