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Title	Applications of a Distributed Computational Method for Microparticle Tracking in Biological Fluids
Creator	Lysy, Martin
Publisher	Banff International Research Station for Mathematical Innovation and Discovery
Date Issued	2018-05-22T09:00
Description	State-of-the-art techniques in passive particle-tracking microscopy provide high-resolution path trajectories of diverse foreign particles in biological fluids. In order to analyze experiments often tracking thousands of particles at once, scientists must account for many sources of unwanted variability, such as heterogeneity of the fluid environment and measurement error. To this end, this talk presents a versatile family of hierarchical stochastic process models, along with a scalable split-merge distributed computing strategy for parameter inference. Also presented are several applications to quantifying subdiffusive mobility of tracer particles in human lung mucus.
Extent	44.0
Subject	Mathematics Statistics Numerical analysis
Geographic Location	Oaxaca (Mexico : State)
Type	Moving Image
FileFormat	video/mp4
Language	eng
Notes	Author affiliation: University of Waterloo
Series	BIRS Workshop Lecture Videos (Oaxaca (Mexico : State))
Date Available	2019-03-20
Provider	Vancouver : University of British Columbia Library
Rights	Attribution-NonCommercial-NoDerivatives 4.0 International
DOI	10.14288/1.0377201
URI	http://hdl.handle.net/2429/68971
Affiliation	Non UBC
Peer Review Status	Unreviewed
Scholarly Level	Researcher
Rights URI	http://creativecommons.org/licenses/by-nc-nd/4.0/
AggregatedSourceRepository	DSpace

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