Pregled bibliografske jedinice broj: 1217445
Medical Image Processing
Medical Image Processing // 9th Croatian Computer Vision Workshop, CCVW 2021 / Lončarić, Sven (ur.).
Zagreb, 2021. str. 1-5 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 1217445 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Medical Image Processing
Autori
Pinjuh, ¸Ana ; Božić-Štulić, Dunja ; Vicković, Linda ; Gotovac, Sven
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
9th Croatian Computer Vision Workshop, CCVW 2021
/ Lončarić, Sven - Zagreb, 2021, 1-5
Skup
9th Croatian Computer Vision Workshop (CCVW 2021)
Mjesto i datum
Zagreb, Hrvatska, 20.10.2021
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
medical imaging, knee MRI, Faster R-CNN
Sažetak
Medical image analysis and processing has become popular among the researches to help improve patient care and diagnostic process. Recently, deep learning based models have been efficient in object detection on medical images and applied in several medical disciplines. Our main goal is to show use of deep learning based detector to detect growth plates in knee bones as it can be indicator of chronological age of the patient. In this paper, we provide an overview of object detection algorithms in field of medical imaging, describe and test our approach employing CNN with region proposal called Faster R-CNN to detect growth plates on knee MRs, and present preliminary results.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
