1. Samodejna razgradnja kritičnih organov v medicinskih slikah za načrtovanje radioterapijeUrban Jeraj, 2021, master's thesis Keywords: Rak, radioterapija, anatomske strukture, kakovost razgradenj, CT, strojno učenje, globoke nevronske mreže. Full text (file, 2,70 MB) |
2. Deep shape features for predicting future intracranial aneurysm growthŽiga Bizjak, Franjo Pernuš, Žiga Špiclin, 2021, original scientific article Keywords: intracranial aneurysm, growth prediction, vascular disease, deep learning, classification, morphological features Full text (file, 1,23 MB) This document has more files! More... |
3. BASE: Brain Age Standardized EvaluationLara Dular, Žiga Špiclin, 2024, original scientific article Keywords: brain age, evaluation, deep regression, accuracy, robustness, reproducibility, consistency, UK biobank Full text (file, 2,24 MB) This document has more files! More... |
4. Extensive T1-weighted MRI preprocessing improves generalizability of deep brain age prediction modelsLara Dular, Franjo Pernuš, Žiga Špiclin, 2024, original scientific article Keywords: magnetic resonance imaging, brain age prediction, image preprocessing, deep model regression, comparative study, quantitative evaluation Full text (file, 4,29 MB) This document has more files! More... |
5. Grafični vmesnik za računalniško-podprto analizo angiografskih slik z modeli globokega učenjaERAZEM KOS, 2022, master's thesis/paper Keywords: razgradnja intrakranialnega ožilja, avtomatsko zaznavanje anevrizem, globoko učenje, ročna referenčna razgradnja, objektivno vrednotenje, grafični vmesnik za prikaz 2D in 3D slik, 3D upodabljanje, analiza morfologije Full text (file, 9,54 MB) |
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8. Merilni sistem za kontrolo dimenzijskih odstopanj ohišja žarometaJURE HABJAN, 2020, master's thesis/paper Keywords: žaromet, merske točke, referenčni sistem, dimenzijska kontrola, toge geometrijske preslikave, umetna nevronska mreža, Python Full text (file, 6,22 MB) |
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