Ivan Štajduhar

1. ŠTAJDUHAR, Ivan. Učenje Bayesovskih mrež iz medicinskih podatkov : magistrska naloga. Ljubljana: [I. Štajduhar], 2005. XII, 67 str., ilustr. [COBISS.SI-ID 5085268]

2. ŠTAJDUHAR, Ivan, BRATKO, Ivan. Likelihood based classification in Bayesian networks. V: DEVEDŽIĆ, Vladan (ur.). Artificial intelligence and applications : proceedings of the IASTED International Conference on Artificial Intelligence and Applications as part of the 25th IASTED International Multi Conference on Applied Informatics, February 12-14, 2007, Innsbruck, Austria. Anaheim; Calgary; Zurich: Acta Press, cop. 2007. Str. 335-340, ilustr. ISBN 978-0-88986-631-7. [COBISS.SI-ID 5912404]

3. MARIN, Ana, MENOJLOVIČ, Teo, MILANIČ, Matija, ŠTAJDUHAR, Ivan, JERAJ, Robert. Določanje parametrov kože z metodo Monte Carlo in nevronskimi mrežami. V: PUNGERČIČ, Anže (ur.), et al. Zbornik povzetkov, predstavljenih na srečanju v Gozdu Martuljku, 30. 5. 2019. 16. Slovensko srečanje o uporabi fizike. 1. izd. Ljubljana: Inštitut "Jožef Stefan", 2020. Str. 11. ISBN 978-961-264-181-8. https://ssouf.fmf.uni-lj.si/files/Zbornik_Srecanje_fizikov_verzija_za_objavo_3.pdf. [COBISS.SI-ID 3415140]

4. ŠTAJDUHAR, Ivan, MANOJLOVIĆ, Teo, HRŽIĆ, Franko, NAPRAVNIK, Mateja, GLAVAŠ, Goran, MILANIČ, Matija, TSCHAUNER, Sebastian, MAMULA SARAČEVIĆ, Mihaela, MILETIĆ, Damir. Analysing large repositories of medical images. V: ROJAS, Ignacio (ur.). Bioengineering and biomedical signal and image processing : First International Conference, BIOMESIP 2021, Meloneras, Gran Canaria, Spain, July 19–21, 2021 : proceedings. Cham: Springer, cop. 2021. Str. 179–193, ilustr. Lecture notes in computer science (Internet), 12940. ISBN 978-3-030-88163-4. ISSN 1611-3349. https://link.springer.com/chapter/10.1007/978-3-030-88163-4_17, DOI: 10.1007/978-3-030-88163-4_17. [COBISS.SI-ID 102911747]

5. STRAMLJIČ BREZNIK, Irena, FLORJANČIČ, Viktorija, ŠTAJDUHAR, Ivan, ZMRZLAK, Sara. Poročilo o akreditaciji študijskega programa : Univerza v Ljubljani : študijski program Digitalno jezikoslovje, skupni interdisciplinarni študijski program druge stopnje. [S. l.]: NAKVIS, 2021. 24 str. [COBISS.SI-ID 90643971]

6. MILANIČ, Matija, MANOJLOVIĆ, Teo, TOMANIČ, Tadej, ŠTAJDUHAR, Ivan. Analysis of skin hyperspectral images by machine learning methods. V: APS March Meeting 2022, Monday-Friday, March 14-18, 2022, Chicago, USA. College Park: American Physical Society, 2022. https://meetings.aps.org/Meeting/MAR22/Session/Q29.3. [COBISS.SI-ID 102661635]

7. MANOJLOVIĆ, Teo, TOMANIČ, Tadej, ŠTAJDUHAR, Ivan, MILANIČ, Matija. Rapid extraction of skin physiological parameters from hyperspectral images using machine learning. Applied intelligence. [Print ed.]. 2023, vol. 53, iss. 13, str. 16519–16539, ilustr. ISSN 0924-669X. DOI: 10.1007/s10489-022-04327-0. [COBISS.SI-ID 133571587]

8. MANOJLOVIĆ, Teo, TOMANIČ, Tadej, ŠTAJDUHAR, Ivan, MILANIČ, Matija. Fast and accurate skin parameter estimation from hyperspectral images using random Fourier features. V: POPP, Jürgen (ur.), GERGELY, Csilla (ur.). Biomedical Spectroscopy, Microscopy, and Imaging III : SPIE Photonics Europe : 7-12 April 2024, Strasbourg, France. Bellingham: SPIE, 2024. 6 str. Proceedings of SPIE, vol. 13006. ISSN 1996-756X. https://www.spiedigitallibrary.org/conference-proceedings-of-spie/13006/3029449/Fast-and-accurate-skin-parameter-estimation-from-hyperspectral-images-using/10.1117/12.3029449.short. [COBISS.SI-ID 200394243]

9. PORJAZOSKA KUJUNDZISKI, Aleksandra, DOMAZET, Ervin, KAMBERAJ, Hiqmet, RAHMANI, Damir, FETA, A. A., VALVERDE, Francisco Lopez, ROJAS G., Sergio J., PETLENKOV, Eduard, VASSILJEVA, Kristina, ŠTAJDUHAR, Ivan, HAGEN, Tobias, GRADIŠEK, Anton, ZIDANŠEK, Aleksander. Transversal skills in applied artificial intelligence - the case of the financial sector. E-Mentor. 2024, vol. 104, nr. 2, 7 str. ISSN 1731-7428. DOI: 10.15219/em104.1658. [COBISS.SI-ID 198617603]

10. STERGAR, Jošt, ROBEK, Aljaž, MODIC, Martina, KEBER, Črt, TOMANIČ, Tadej, ŠTAJDUHAR, Ivan, MILANIČ, Matija. Characterizing bacterial strains by hyperspectral imaging and optical coherence tomography. V: FERRARO, Pietro (ur.). Optical Methods for Inspection, Characterization, and Imaging of Biomaterials VII : 23–27 June 2025, Munich, Germany. Bellingham: SPIE, 2025. 5 str. Proceedings of SPIE, the International Society for Optical Engineering, vol. 13571. ISBN 978-1-5106-9051-6. ISSN 1996-756X. https://www.spiedigitallibrary.org/conference-proceedings-of-spie/13571/3068732/Characterizing-bacterial-strains-by-hyperspectral-imaging-and-optical-coherence-tomography/10.1117/12.3068732.short. [COBISS.SI-ID 247536131]

11. ROBEK, Aljaž, STERGAR, Jošt, MODIC, Martina, KEBER, Črt, TOMANIČ, Tadej, ŠTAJDUHAR, Ivan, MILANIČ, Matija. In vitro visualization of bacterial colonies by optical coherence tomography. V: BABIĆ, Snježana (ur.). 2025 MIPRO : 48th ICT and Electronics Convention : June 2-6, 2025, Opatija, Croatia : proceedings. Rijeka: Croatian Society for Information, Communication and Electronic Technology - MIPRO, cop. 2025. Str. 1413-1417, ilustr. MIPRO ... (CD-ROM. English ed.). ISBN 979-8-3315-3597-1, ISBN 979-8-3315-3596-4. ISSN 2623-8764. https://mipro-proceedings.com/. [COBISS.SI-ID 243596035]

12. MILANIČ, Matija, ROBEK, Aljaž, MODIC, Martina, KEBER, Črt, TOMANIČ, Tadej, STERGAR, Jošt, ŠTAJDUHAR, Ivan. Optical imaging of bacterial colonies. V: APS Global Physics Summit : Joint March Meeting and April Meeting : March 16–21, 2025, Anaheim, CA and virtual. College Park: American Physical Society, 2025. https://summit.aps.org/events/MAR-G66/5. [COBISS.SI-ID 230183939]

13. MANOJLOVIĆ, Teo, TOMANIČ, Tadej, ŠTAJDUHAR, Ivan, MILANIČ, Matija. Robust estimation of skin physiological parameters from hyperspectral images using Bayesian neural networks. Journal of biomedical optics. 2025, vol. 30, iss. 1, str. 016004-1-016004-17, ilustr. ISSN 1083-3668. Repozitorij Univerze v Ljubljani – RUL, DOI: 10.1117/1.JBO.30.1.016004. [COBISS.SI-ID 223069699]

14. HOXHA, Doruntina, KRT, Aljoša, STERGAR, Jošt, TOMANIČ, Tadej, GROŠELJ, Aleš, ŠTAJDUHAR, Ivan, SERŠA, Gregor, MILANIČ, Matija. Skin lesion classification in head and neck cancers using tissue index images derived from hyperspectral imaging. Cancers. May 2025, vol. 17, iss. 10, art. no. 1622, 27 str., ilustr. ISSN 2072-6694. Repozitorij Univerze v Ljubljani – RUL, DiRROS - Digitalni repozitorij raziskovalnih organizacij Slovenije, DOI: 10.3390/cancers17101622. [COBISS.SI-ID 235622147]

15. KEBER, Črt, ROBEK, Aljaž, STERGAR, Jošt, MODIC, Martina, TOMANIČ, Tadej, ŠTAJDUHAR, Ivan, MILANIČ, Matija. Večnivojsko slikanje bakterijskih kolonij. V: STERGAR, Jošt (ur.), LENGAR, Igor (ur.), ZIHERL, Primož (ur.). 14. slovenska fizikalna konferenca : zbornik povzetkov : Brdo pri Kranju, 10. oktober 2025. Ljubljana: Fakulteta za matematiko in fiziko, 2025. Str. 83. ISBN 978-961-6619-50-9. https://sfk.fmf.uni-lj.si/wp-content/uploads/2025/10/Zbornik25.pdf. [COBISS.SI-ID 258846723]