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Kritični pregled literature s področja scintigrafije celotnega okostja in razvoj podpornega orodja za iskanje virov
ID Mikuš, Jan (Author), ID Šajn, Luka (Mentor) More about this mentor... This link opens in a new window

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Abstract
Diplomska naloga obravnava dva med seboj povezana izziva: kompleksnost računalniške analize scintigrafskih slik in težave pri obvladovanju obsežne znanstvene literature na tem področju. Delo je zasnovano dvodelno. V prvem delu je predstavljen sistematičen pregled literature, ki analizira razvoj metod v zadnjih dveh desetletjih in ugotavlja premik k globokemu učenju. V drugem, praktičnem delu, smo razvili prototipno spletno aplikacijo, ki z integracijo vmesnikov NCBI in Google Gemini avtomatizira iskanje in povzemanje prosto dostopnih znanstvenih člankov. Glavni prispevek naloge je razvoj orodja, ki omogoča sintezo informacij tako iz besedila kot iz slikovnega gradiva, s čimer ponuja naprednejši pristop k analizi literature v primerjavi z obstoječimi rešitvami

Language:Slovenian
Keywords:scintigrafija celotnega telesa, podporno orodje, iskanje literature, obdelava medicinskih slik, umetna inteligenca
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FRI - Faculty of Computer and Information Science
Year:2026
PID:20.500.12556/RUL-180666 This link opens in a new window
COBISS.SI-ID:274805763 This link opens in a new window
Publication date in RUL:13.03.2026
Views:319
Downloads:111
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Secondary language

Language:English
Title:Critical Review of Whole-Body Bone Scintigraphy Literature and Development of a Literature Search Support Tool
Abstract:
This thesis addresses two interconnected challenges: the complexity of computer-aided analysis of scintigraphy images and the difficulty of managing the extensive scientific literature in this field. The work is designed in two parts. The first part presents a systematic literature review, analyzing the development of methods over the last two decades and identifying a shift towards deep learning. In the second, practical part, we developed a prototype web application that automates the search and summarization of open-access articles by integrating the NCBI and Google Gemini APIs. The main contribution of the thesis is the development of a tool that enables the synthesis of information from both text and image materials, thereby offering a more advanced approach to literature analysis compared to existing solutions.

Keywords:whole-body scintigraphy, support tool, literature search, medi cal image processing, artificial intelligence

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