Výsledky vyhledávání - "Ivana Zadro Matovinovic"

Microvasculature Segmentation and Inter-capillary Area Quantification of the Deep Vascular Complex using Transfer Learning

Autor: Sonja Karst, Eduardo V. Navajas, Ivana Zadro Matovinovic, Vinicius Vanzan, Mirza Faisal Beg, Julian Lo, Marinko V. Sarunic, Morgan Heisler, Sven Lončarić

Publikováno v: Translational Vision Science & Technology

Purpose: Optical Coherence Tomography Angiography (OCT-A) permits visualization of the changes to the retinal circulation due to diabetic retinopathy (DR), a microvascular complication of diabetes. We demonstrate accurate segmentation of the vascular

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::543b1fb28b3aa0872a21ff685ca68348

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Transfer Learning with U-Net type model for Automatic Segmentation of Three Retinal Layers In Optical Coherence Tomography Images

Autor: Ivana Zadro Matovinovic, Morgan Heisler, Julian Lo, Marinko V. Sarunic, Sven Lončarić

Publikováno v: ISPA

Retinal layer analysis on OCT images is a standard procedure used by ophthalmologists to diagnose various diseases. Due to a large number of generated OCT images for each patient, a manual image analysis can be time-consuming and error-prone, which c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a00eecbd76db7818d828de451b115f55
https://doi.org/10.1109/ispa.2019.8868639

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