Dario Sitnik

Vanjski Suradnik

E-mail

dario.sitnik@irb.hr

Department

Division of Electronics

Address

Ruđer Bošković Institute
Bijenička 54
HR-10000 Zagreb

Education

Master’s degree in Computer Science [2018.] - Faculty of Electrical Engineering and Computing, University of Zagreb

Tehničke znanosti Računarstvo Umjetna inteligencija Obradba informacija

Artificial intelligence machine learning Deep learning Computer vision

Kopriva, Ivica; Sitnik, Dario; Dion-Bertrand, Laura-Isabelle; Milković Periša, Marija; Pačić, Arijana; Hadžija, Mirko; Hadžija, Marijana Popović | A hyperspectral imaging dataset and Grassmann manifold method for intraoperative pixel-wise classification of metastatic colon cancer in the liver // Computers in biology and medicine, 196 (2025), Part B; 110841, 14. doi: 10.1016/j.compbiomed.2025.110841
doiwww.sciencedirect.comfulir.irb.hr
Sitnik, Dario ; Aralica, Gorana ; Hadžija, Mirko ; Popović Hadžija, Marijana ; Pačić, Arijana ; Milković Periša, Marija ; Manojlović, Luka ; Krstanaca, Karolina ; Plavetić, Andrija ; Kopriva, Ivica | Dataset 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
doidoi.orgwww.sciencedirect.com

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. | Belingham: SPIE, 2021, 1160301, 16. doi: 10.1117/12.2579408
doi
Sitnik, Dario ; Aralica, Gorana ; Pačić, Arijana ; Popović Hadžija, Marijana ; Hadžija, Mirko ; Kopriva, Ivica | Deep 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. | Bellingham (WA): SPIE, 2020, 1132009, 11. doi: 10.1117/12.2542799
doidoi.org
Sitnik, Dario ; Kopriva, Ivica ; Aralica, Gorana ; Pačić, Arijana ; Popović Hadžija, Marijana ; Hadžija, Mirko | Transfer 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). | Bellingham (WA): SPIE, 2020, 113200A, 12. doi: 10.1117/12.2538303
doidoi.org

Sitnik, Dario | Deep learning methods for segmentation of images of frozen tissue sections / Kopriva, Ivica (mentor). | Zagreb, Fakultet elektrotehnike i računarstva, 2022

SPIE - The International Society for Optics and Photonics