Pregled po projektu: Strukturne dekompozicije empirijskih podataka za računalno potpomognutu dijagnostiku bolesti (DEDAD) (MB: HRZZ-IP-2016-06-5235)
Pronađeno 16 radova
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1.Kopriva, Ivica; Shi, Fei; Lai Mingyig; Štanfel, Marija; Chen, Haoyu; Chen, XinjianLow tensor train and low multilinear rank approximations of 3D tensors for compression and de-speckling of optical coherence tomography Images // Physics in medicine and biology, 68 (2023), 125002, 13 doi:10.1088/1361-6560/acd6d1 (međunarodna recenzija, članak, znanstveni)
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2.Sitnik, DarioDeep learning methods for segmentation of images of frozen tissue sections, 2022., doktorska disertacija, Fakultet elektrotehnike i računarstva, Zagreb
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3.Kopriva, Ivica; Sitnik, Dario; Aralica, Gorana; Paćić, Arijana; Popović Hadžija, Marijana; Hadžija, Mirko;Approximate explicit feature map for computational augmentation of RGB images of hematoxylin and eosin stained histopathological specimens // Medical Imaging 2021: Digital Pathology, vol. 11603 / Tomaszevski, John ; Ward, Aaron (ur.).
Belingham: SPIE, 2021. 1160301, 16 doi:10.1117/12.2579408 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
4.Kopriva, Ivica; Jerić, Ivanka; Popović Hadžija, Marijana; Hadžija, Mirko; Vučić Lovrenčić, MarijanaNonnegative Least Squares Approach to Quantification of 1H Nuclear Magnetic Resonance Spectra of Human Urine // Analytical chemistry, 93 (2021), 2; 745-751 doi:10.1021/acs.analchem.0c02837 (međunarodna recenzija, članak, znanstveni)
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5.Sitnik, Dario; Aralica, Gorana; Hadžija, Mirko; Popović Hadžija, Marijana; Pačić, Arijana; Milković Periša, Marija; Manojlović, Luka; Krstanaca, Karolina; Plavetić, Andrija; Kopriva, IvicaDataset and a methodology for intraoperative computer-aided diagnosis of a metastatic colon cancer in a liver // Biomedical Signal Processing and Control, 66 (2021), 102402, 11 doi:10.1016/j.bspc.2020.102402 (međunarodna recenzija, članak, znanstveni)
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6.Tian, Long; Du, Qian; Kopriva, IvicaL0-Motivated Low-Rank Sparse Subspace Clustering for Hyperspectral Imagery // IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium
Waikoloa (HI), Sjedinjene Američke Države: Institute of Electrical and Electronics Engineers (IEEE), 2020. str. 1038-1041 doi:10.1109/IGARSS39084.2020.9324155 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
7.Sitnik, Dario; Aralica, Gorana; Pačić, Arijana; Popović Hadžija, Marijana; Hadžija, Mirko; Kopriva, IvicaDeep learning approaches for intraoperative pixel-based diagnosis of colon cancer metastasis in a liver from phase-contrast images of unstained specimens // Digital Pathology Conference - SPIE Medical Imaging Symposium 2020 / Tomaszewski, John E. ; Ward, Aaron D. (ur.).
Bellingham (WA): SPIE, 2020. 1132009, 11 doi:10.1117/12.2542799 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
8.Sitnik, Dario; Kopriva, Ivica; Aralica, Gorana; Pačić, Arijana; Popović Hadžija, Marijana; Hadžija, MirkoTransfer Learning Approach for Intraoperative Pixel-based Diagnosis of Colon Cancer Metastasis in a Liver from Hematohylin-Eosin Stained Specimens // Proceedings Volume 11320, Medical Imaging 2020: Digital Pathology ; 1132009 (2020) / Tomaszewski, John E. ; Ward, Aaron D. (ur.).
Bellingham (WA): SPIE, 2020. 113200A, 12 doi:10.1117/12.2538303 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
9.Kopriva, Ivica; Shi, Fei; Štanfel, Marija; Chen, XinjianEnhanced low-rank plus group sparse decomposition for speckle reduction in OCT images // Proceedings SPIE 11313, Medical Imaging 2020: Image Processing / Išgum, Ivana ; Landman, Bennett (ur.).
Bellingham (WA): SPIE, 2020. str. 113132H-1 doi:10.1117/12.2538466 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
10.Brbić, Maria; Kopriva, Ivical0 Motivated Low-Rank Sparse Subspace Clustering // IEEE Transactions on Cybernetics, 50 (2020), 4; 1711-1725 doi:10.1109/TCYB.2018.2883566 (međunarodna recenzija, članak, znanstveni)
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11.Kopriva, Ivica; Jerić, Ivanka; Popović Hadžija, Marijana; Hadžija, Mirko; Vučić Lovrenčić, Marijana; Brkljačić, LidijaLibrary-Assisted Nonlinear Blind Separation and Annotation of Pure Components from a Single 1H Nuclear Magnetic Resonance Mixture Spectra // Analytica chimica acta, 1080 (2019), 55-65 doi:10.1016/j.aca.2019.07.004 (međunarodna recenzija, članak, znanstveni)
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12.Kopriva, Ivica; Aralica, Gorana; Popović Hadžija, Marijana; Hadžija, Mirko; Dion-Bertrand, Laura-Isabelle; Chen, XinjianHyperspectral imaging for intraoperative diagnosis of colon cancer metastasis in a liver // SPIE Medical Imaging Symposium 2019 - Digital Pathology Conference / Tomaszewski, John ; Ward, Aaron (ur.).
Bellingham (WA): SPIE, 2019. 109560S, 12 doi:10.1117/12.2503907 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
13.Tian, Long; Du, Qian; Kopriva, Ivica; Younan, NicolasSpatial-spectral Based Multi-view Low-rank Sparse Sbuspace Clustering for Hyperspectral Imagery // IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium / Plaza, Antonio ; Jimenez, Juan Antonio (ur.).
Piscataway (NJ): Institute of Electrical and Electronics Engineers (IEEE), 2018. str. 8488-8491 doi:10.1109/IGARSS.2018.8519284 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
14.Kopriva, IvicaJoint Nonnegative Matrix Factorization for Underdetermined Blind Source Separation in Nonlinear Mixtures // Lecture Notes in Computer Science 10891 / Deville, Y ; Gannot, S ; Mason, D ; Plumbley, M. D ; Ward, D (ur.).
Chenai: Springer, 2018. str. 107-115 doi:10.1007/978-3-319-93764-9_11 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni) -
15.Tolić, Dijana; Antulov Fantulin, Nino; Kopriva, IvicaA Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering // Pattern recognition, 82 (2018), 10; 40-55 doi:10.1016/j.patcog.2018.04.029 (međunarodna recenzija, članak, znanstveni)
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16.Brbić, Maria; Kopriva, IvicaMulti-view low-rank sparse subspace clustering // Pattern recognition, 73 (2018), 247-258 doi:10.1016/j.patcog.2017.08.024 (međunarodna recenzija, članak, znanstveni)
