Pregled po projektu: Razvoj postupaka temeljenih na strojnom učenju za prepoznavanje bolesti i ozljeda iz medicinskih slika (MB: NadSve-Sveučilište u Rijeci-uniri-tehnic-18-15)
Pronađeno 26 radova
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1.Skoki, Arian; Napravnik, Mateja; Polonijo, Marin; Štajduhar, Ivan; Lerga, JonatanRevolutionizing Soccer Injury Management: Predicting Muscle Injury Recovery Time Using ML // Applied sciences (Basel), 13 (2023), 10; 6222, 14 doi:10.3390/app13106222 (međunarodna recenzija, članak, znanstveni)
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2.Dombi, József; Vranković Lacković, Ana; Lerga, JonatanA New Insight into Entropy Based on the Fuzzy Operators, Applied to Useful Information Extraction from Noisy Time-Frequency Distributions // Mathematics, 11 (2023), 3; 505, 24 doi:10.3390/math11030505 (međunarodna recenzija, članak, znanstveni)
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3.Manojlović, Teo; Tomanič, Tadej; Štajduhar, Ivan; Milanič, MatijaRapid extraction of skin physiological parameters from hyperspectral images using machine learning // Applied intelligence (Boston), - (2022), -; -, 21 doi:10.1007/s10489-022-04327-0 (međunarodna recenzija, članak, znanstveni)
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4.Gašparović, Boris; Lerga, Jonatan; Mauša, Goran; Ivašić-Kos, MarinaDeep Learning Approach For Objects Detection in Underwater Pipeline Images // Applied artificial intelligence, 32 (2022), 1; 2146853, 21 doi:10.1080/08839514.2022.2146853 (međunarodna recenzija, članak, znanstveni)
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5.Saulig, Nicoletta; Milovanović, Miloš; Miličić, Siniša; Lerga, JonatanSignal Useful Information Recovery by Overlapping Supports of Time-Frequency Representations // IEEE transactions on signal processing, 70 (2022), 5504-5517 doi:10.1109/TSP.2022.3223575 (međunarodna recenzija, članak, znanstveni)
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6.Frankić, MarinSustav za praćenje medicinskih podataka profesionalnih sportaša, 2022., diplomski rad, preddiplomski, Tehnički fakultet, Rijeka
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7.Tus, IvanaUsporedba gotovih modela za pronalaženje semantički sličnih medicinskih slika, 2022., diplomski rad, preddiplomski, Tehnički fakultet, Rijeka
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8.Milanič, Matija; Manojlović, Teo; Tomanič, Tadej; Štajduhar, IvanAnalysis of skin hyperspectral images by machine learning methods // APS March Meeting
Chicago (IL), Sjedinjene Američke Države, 2022. 2022APS..MARQ29003M, 1 (predavanje, međunarodna recenzija, sažetak, znanstveni) -
9.Sečen, KarloPretraživanje slika PACS sustava prema njihovom sadržaju, 2022., diplomski rad, preddiplomski, Tehnički fakultet, Rijeka
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10.Hržić, Franko; Tschauner, Sebastian; Sorantin, Erich; Štajduhar, IvanFracture Recognition in Paediatric Wrist Radiographs: An Object Detection Approach // Mathematics, 10 (2022), 16; 2939, 23 doi:10.3390/math10162939 (međunarodna recenzija, članak, znanstveni)
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11.Bačnar, David; Leytner, Lolita; Prenc, Rene; Jardas, Veljko; Lerga, JonatanOn Security And Privacy In Smart Metering Systems // 7th International Conference on Smart and Sustainable Technologies (SpliTech) - Proceedings 2022 / Rodrigues, Joel J. P. C. ; Nižetić, Sandro (ur.).
Split: Institute of Electrical and Electronics Engineers (IEEE), 2022. str. 23-23 doi:10.23919/splitech55088.2022.9854239 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
12.Bačnar, David; Leytner, Lolita; Stojković, Nino; Lerga, JonatanAn Insight Into Communication Technologies Utilized in Smart Metering Systems // Proceedings of the 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) / Skala, Karolj (ur.).
Opatija: Institute of Electrical and Electronics Engineers (IEEE), 2022. str. 24-29 doi:10.23919/mipro55190.2022.9803562 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
13.Bačnar, David; Saulig, Nicoletta; Petrijevčanin Vuksanović, Irena; Lerga, JonatanEntropy-Based Concentration and Instantaneous Frequency of TFDs from Cohen’s, Affine, and Reassigned Classes // Sensors, 22 (2022), 10; 3727, 36 doi:10.3390/s22103727 (međunarodna recenzija, članak, znanstveni)
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14.Selimović, Denis; Lerga, Jonatan; Kovács, Péter; Prpić-Oršić, JasnaImproved parametrized multiple window spectrogram with application in ship navigation systems // Digital Signal Processing, 126 (2022), 103491, 14 doi:10.1016/j.dsp.2022.103491 (međunarodna recenzija, članak, znanstveni)
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15.Lopac, Nikola; Hržić, Franko; Petrijevčanin Vuksanović, Irena; Lerga, JonatanDetection of Non-Stationary GW Signals in High Noise from Cohen’s Class of Time-Frequency Representations Using Deep Learning // IEEE access, 10 (2021), 2408-2428 doi:10.1109/ACCESS.2021.3139850 (međunarodna recenzija, članak, znanstveni)
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16.Salkanović, Alen; Ljubić, Sandi; Lerga, Jonatan; Stanković, LjubišaAnalysis of Cryptography Algorithms Implemented in Android Mobile Application // Information Technology and Control, 50 (2021), 4; 786-807 (međunarodna recenzija, članak, znanstveni)
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17.Hržić, Franko; Janisch, Michael; Štajduhar, Ivan; Lerga, Jonatan; Sorantin, Erich; Tschauner, SebastianModeling Uncertainty in Fracture Age Estimation from Pediatric Wrist Radiographs // Mathematics, 9 (2021), 24; 3227, 17 doi:10.3390/math9243227 (međunarodna recenzija, članak, znanstveni)
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18.Manojlović, Teo; Štajduhar, IvanDeep Semi-Supervised Algorithm for Learning Cluster-Oriented Representations of Medical Images Using Partially Observable DICOM Tags and Images // Diagnostics, 11 (2021), 10; 1920, 20 doi:10.3390/diagnostics11101920 (međunarodna recenzija, članak, znanstveni)
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19.Hržić, Franko; Žužić, Ivana; Tschauner, Sebastian; Štajduhar, IvanCast suppression in radiographs by generative adversarial networks // Journal of the american medical informatics association, 28 (2021), 12; 2687-2694 doi:10.1093/jamia/ocab192 (međunarodna recenzija, članak, znanstveni)
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20.Filipčić, KarloInterpretabilnost konvolucijskih neuronskih mreža nad klasifikacijskim problemima iz rendgenskih slika pomoću Grad-CAM metode, 2021., diplomski rad, diplomski, Rijeka
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21.Vranković Lacković, Ana; Ipšić, Ivo; Lerga, JonatanEntropy-Based Extraction of Useful Content from Spectrograms of Noisy Speech Signals // Proceedings of Elmar-2021 / Muštra, Mario ; Vuković, Josip ; Zovko-Cihlar, Branka (ur.).
Zagreb: Croatian Society Electronics in Marine - ELMAR, 2021. str. 83-86 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
22.Lopac, Nikola; Lerga, Jonatan; Saulig, Nicoletta; Stanković, Ljubiša; Daković, MilošOn Optimal Parameters for ICI-Based Adaptive Filtering Applied to the GWs in High Noise // Smart and Sustainable Technologies (SpliTech), 2021 / Šolić, Petar ; Nižetić, Sandro ; Rodrigues, Joel J. P. C. ; López-de-Ipiña González-de-Artaza, Diego ; Perković, Toni ; Catarinucci, Luca ; Patrono, Luigi (ur.).
Split: Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, 2021. str. 1-6 doi:10.23919/SpliTech52315.2021.9566364 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
23.Dumenčić, Stella; Tschauner, Sebastian; Hržić, Franko; Štajduhar, IvanAutomatic extraction of multiple-study X-ray images // 2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)
Köseköy, Turska, 2021. 87, 6 doi:10.1109/INISTA52262.2021.9548551 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
24.Štajduhar, Ivan; Manojlović, Teo; Hržić, Franko; Napravnik, Mateja; Glavaš, Goran; Milanič, Matija; Tschauner, Sebastian; Mamula Saračević, Mihaela; Miletić, DamirAnalysing Large Repositories of Medical Images // Bioengineering and Biomedical Signal and Image Processing
Las Palmas de Gran Canaria, Španjolska, 2021. str. 179-193 doi:10.1007/978-3-030-88163-4_17 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
25.Manojlović, Teo; Milanič, Matija; Štajduhar, IvanDeep embedded clustering algorithm for clustering PACS repositories // 2021 IEEE 34th International Symposium on Computer- Based Medical Systems (CBMS)
Aveiro, Portugal; online, 2021. str. 401-406 doi:10.1109/CBMS52027.2021.00091 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
