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Model and Appearance Based Analysis of Neuronal Morphology from Different Microscopy Imaging Modalities

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개인저자Gulyanon, Sarun.
단체저자명Purdue University. Computer Sciences.
서명/저자사항Model and Appearance Based Analysis of Neuronal Morphology from Different Microscopy Imaging Modalities.
발행사항[S.l.] : Purdue University., 2018
발행사항Ann Arbor : ProQuest Dissertations & Theses, 2018
형태사항175 p.
소장본 주기School code: 0183.
ISBN9780438153769
일반주기 Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
Includes supplementary digital materials.
Advisers: Gavriil Tsechpenakis
요약The neuronal morphology analysis is key for understanding how a brain works. This process requires the neuron imaging system with single-cell resolution
요약Modeling of the structure and dynamics of neuronal circuits creates understanding about how connectivity patterns are formed within a motor circuit and determining whether the connectivity map of neurons can be deduced by estimations of neuronal
요약Neuronal mechanisms are related to the morphology dynamics
요약Lastly, modeling the link between structural and functional development depicts the correlation between neuron growth and protein interactions. This requires the morphology analysis of different imaging modalities. It can be solved using the par
요약Our method follows the global-to-local approach to solve both part-wise segmentation and registration across modalities. Our methods address common issues in automated morphology analysis from extracting morphological features to tracking neuron
일반주제명Computer science.
언어영어
기본자료 저록Dissertation Abstracts International79-12B(E).
Dissertation Abstract International
대출바로가기http://www.riss.kr/pdu/ddodLink.do?id=T14997349

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