{"id":5593,"date":"2021-02-16T18:53:24","date_gmt":"2021-02-16T17:53:24","guid":{"rendered":"https:\/\/kinit.sk\/member\/stefan-grivalsky\/"},"modified":"2023-07-07T21:15:16","modified_gmt":"2023-07-07T19:15:16","slug":"stefan-grivalsky","status":"publish","type":"member","link":"https:\/\/kinit.sk\/sk\/clen\/stefan-grivalsky\/","title":{"rendered":"\u0160tefan Grivalsk\u00fd"},"content":{"rendered":"<div id=\"\" class=\"element core-paragraph\">\n<p>\u0160tefan is a research assistant. His research focuses on artificial intelligence, deep learning, computer vision and natural language processing, with applications in medical imaging analysis. Specifically, he concentrates on classifying and segmenting brain tumors, predicting Alzheimer\u2019s disease and brain atrophy in longitudinal studies, and generating reports from chest X-Rays. <\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>In NLP he has experience with dependency parsing, language detection, and diacritic restoration, while particularly focusing on neural models and deep learning. His current priority is language correction, sentiment analysis and language modeling, but he is open to any new challenges within deep learning and NLP.<\/p>\n<\/div>\n\n\n\n\n\n<div id=\"featured-publications\" class=\"element acf-loop background-columns-blue\"><section id=\"featured-publications\" class=\"loop old  background-columns-blue\"  >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>Selected Publications<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"loop-wrap loop-Publication loop-style1 loop-static loop-2 cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n<\/div>\n\n<div id=\"\" class=\"element acf-loop padding-top-0\"><section class=\"loop old  padding-top-0\"  >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"loop-wrap loop-Publication loop-style2 loop-load_more loop-4 cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<article id=\"loop-item-8044\" class=\"loop-item\">\n\t\t\t\t\t\t\t\t\t<div class=\"inner cf\">\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/doi.org\/10.1109\/TSP.2019.8769056\" target=\"_blank\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content cf\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3>Segmentation of Gliomas in Magnetic Resonance Images Using Recurrent Neural Networks<\/h3>\n                        \t\t\t\t\t\t\t\t\t\t\t\t<div class=\"meta cf\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t                                              \t\t\t\t<div class=\"excerpt\">Grivalsky, S., Tamajka, M., Benesova, W. &#8211; 42nd International Conference on Telecommunications and Signal Processing, 2019<\/div>\n                    \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/a>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/scholar.google.sk\/citations?user=d0bTiQYAAAAJ&#038;hl=en&#038;authuser=1\" target=\"_blank\" class=\"button purple all\">All publications: see google scholar profile<\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h2 class=\"wp-block-heading\" id=\"selected-student-supervising\">Selected Student Supervising<\/h2>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h4 class=\"wp-block-heading\"><strong>Master<\/strong><\/h4>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>\u0160alko Matej &#8211; Chest radiograph processing using deep learning. Ongoing<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h4 class=\"wp-block-heading\"><strong>Bachelor<\/strong><\/h4>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>\u017dit\u0148\u00e1k Andrej &#8211; Use of artificial neural networks in medical image processing. Ongoing<\/li>\n<\/div><\/ul>\n<\/div>","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[76],"class_list":["post-5593","member","type-member","status-publish","hentry","category-natural-language-processing-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0160tefan Grivalsk\u00fd - KInIT<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/clen\/stefan-grivalsky\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0160tefan Grivalsk\u00fd - KInIT\" \/>\n<meta property=\"og:description\" content=\"\u0160tefan is a research assistant. 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