Pregled bibliografske jedinice broj: 1136523
Automatic segmentation of cortical layers in histological images of human brain
Automatic segmentation of cortical layers in histological images of human brain // 2019 OHBM Annual Meeting
Rim, Italija, 2019. (poster, međunarodna recenzija, neobjavljeni rad, znanstveni)
CROSBI ID: 1136523 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Automatic segmentation of cortical layers in
histological images of human brain
Autori
Štajduhar, Andrija ; Lipić, Tomislav ; Judaš, Miloš
Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, neobjavljeni rad, znanstveni
Skup
2019 OHBM Annual Meeting
Mjesto i datum
Rim, Italija, 09.06.2019. - 13.06.2019
Vrsta sudjelovanja
Poster
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
computational histology ; cerebral cortex ; medical image analysis ; neuroanatomy
Sažetak
Here, we investigate the features of individual neurons used in classical machine learning pipeline for cortical layer segmentation. Histological slides of human cerebral cortex are used in a pipeline that automatically localizes and segments the neuron bodies, derive their characterization and learns to classify them within the six-layered cortical structure. The results from this research form a foundation in our development of a neuron- level cerebral cortex investigation framework.
Izvorni jezik
Engleski
Znanstvena područja
Matematika, Računarstvo, Temeljne medicinske znanosti
POVEZANOST RADA
Ustanove:
Institut "Ruđer Bošković", Zagreb,
Medicinski fakultet, Zagreb
