Naslov
Neuron-level analysis of the laminar structure of the human brain

Autori
Štajduhar, Andrija ; Lipić, Tomislav ; Judaš, Miloš

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, prošireni sažetak, znanstveni

Izvornik
Book of abstracts / - , 2019, 1-1

Skup
BigBrain Workshop 2019 Düsseldorf: AI methods and HPC based processing

Mjesto i datum
Düsseldorf, Njemačka, 20.08.2019. - 21.08.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Cerebral cortex ; cytoarchitecture ; computational histology ; medical image analysis ; concept based explainations

Sažetak
Through development of complex neuronal features it is possible to learn the distribution of neurons within the cortex and descriptors of each cortical layer. Presented analysis and comparison of human experts' performance has addressed the question of correctness and existence of true baseline in such tasks. Machine learning model was able to create precise segmentation of cortical layers. Quantitative analysis of neuronal distribution and exploration of underlying principles of variation that facilitate parcellation of cortical layers resulted in novel framework and methodology for cellular-level investigations of brain tissue both in 2D and 3D, applicable on various histological samples

Izvorni jezik
Engleski

Znanstvena područja
Matematika, Računarstvo, Temeljne medicinske znanosti

POVEZANOST RADA