Classification of CT-brain slices based on local histograms

Аврунін, О. Г.; Tymkovych, M.; Pavlov, S.; Timchik, S.; Kisała, P.; Orakbaev, Y.

Публікація:
Classification of CT-brain slices based on local histograms

dc.contributor.author	Аврунін, О. Г.
dc.contributor.author	Tymkovych, M.
dc.contributor.author	Pavlov, S.
dc.contributor.author	Timchik, S.
dc.contributor.author	Kisała, P.
dc.contributor.author	Orakbaev, Y.
dc.date.accessioned	2016-09-13T08:32:41Z
dc.date.available	2016-09-13T08:32:41Z
dc.date.issued	2015
dc.description.abstract	Neurosurgical intervention is a very complicated process. Modern operating procedures based on data such as CT, MRI, etc. Automated analysis of these data is an important task for researchers. Some modern methods of brain-slice segmentation use additional data to process these images. Classification can be used to obtain this information. To classify the CT images of the brain, we suggest using local histogram and features extracted from them. The paper shows the process of feature extraction and classification CT-slices of the brain. The process of feature extraction is specialized for axial cross-section of the brain. The work can be applied to medical neurosurgical systems.	uk_UA
dc.identifier.citation	Avrunin, O.G., Tymkovych, M.Y., Pavlov, S.V., (...), Kisała, P., Orakbaev, Y. Classification of CT-brain slices based on local histograms (2015) Proceedings of SPIE - The International Society for Optical Engineering, 98161L (December 18, 2015); doi:10.1117/12.2229074	uk_UA
dc.identifier.uri	http://openarchive.nure.ua/handle/document/2440
dc.language.iso	en	uk_UA
dc.publisher	SPIE	uk_UA
dc.subject	image processing	uk_UA
dc.subject	computed tomography	uk_UA
dc.subject	image classification	uk_UA
dc.subject	DICOM	uk_UA
dc.subject	axial slices	uk_UA
dc.subject	logistic regression	uk_UA
dc.subject	feature extraction	uk_UA
dc.title	Classification of CT-brain slices based on local histograms	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication