FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2098263340> ?p ?o ?g. }

• W2098263340 abstract "textabstractAdvances in fluorescent probing and microscopic imaging technology have revolutionized biology in the past decade and have opened the door for studying subcellular dynamical processes. However, accurate and reproducible methods for processing and analyzing the images acquired for such studies are still lacking. Since manual image analysis is time consuming, potentially inaccurate, and poorly reproducible, many biologically highly relevant questions are either left unaddressed, or are answered with great uncertainty.The subject of this thesis is particle filtering methods and their application for multiple object tracking in different biological imaging applications. Particle filtering is a technique for implementing recursive Bayesian filtering by Monte Carlo sampling. A fundamental concept behind the Bayesian approach for performing inference is the possibility to encode the information about the imaging system, possible noise sources, and the system dynamics in terms of probability density functions.In this thesis, a set of novel PF based methods for subcellular motion analysis is developed. The applicability of these methods for robust and accurate detection and tracking of large numbers of small objects in 2D and 3D image sequences obtained by fluorescence microscopy imaging as well as for dynamics analysis using kymoghraphs is demonstrated and evaluated. The proposed algorithms have been tested on synthetic image data as well as on real time-lapse fluorescence microscopy data acquired for studying the dynamics of three different types of intracellular objects: microtubules, vesicles, and androgen receptors. Compared to existing approaches the reported methods are substantial improvement for detection and tracking of large and time-varying numbers of subcellular objects in image data with extremely low signal-to-noise ratio." @default.
• W2098263340 created "2016-06-24" @default.
• W2098263340 creator A5026507016 @default.
• W2098263340 date "2005-01-01" @default.
• W2098263340 modified "2023-09-27" @default.
• W2098263340 title "Particle Filtering Methods for Subcellular Motion Analysis" @default.
• W2098263340 cites W1483307070 @default.
• W2098263340 cites W1485136954 @default.
• W2098263340 cites W148837820 @default.
• W2098263340 cites W1501344851 @default.
• W2098263340 cites W1509479594 @default.
• W2098263340 cites W1513008779 @default.
• W2098263340 cites W1518891633 @default.
• W2098263340 cites W1531532259 @default.
• W2098263340 cites W1546584304 @default.
• W2098263340 cites W1560910787 @default.
• W2098263340 cites W1561442812 @default.
• W2098263340 cites W1568122762 @default.
• W2098263340 cites W1663272054 @default.
• W2098263340 cites W1890119853 @default.
• W2098263340 cites W1964865474 @default.
• W2098263340 cites W1965404941 @default.
• W2098263340 cites W1974319603 @default.
• W2098263340 cites W1980152667 @default.
• W2098263340 cites W1981397789 @default.
• W2098263340 cites W1983077985 @default.
• W2098263340 cites W1983112891 @default.
• W2098263340 cites W1994674823 @default.
• W2098263340 cites W1995583822 @default.
• W2098263340 cites W1996498614 @default.
• W2098263340 cites W2000662299 @default.
• W2098263340 cites W2001560639 @default.
• W2098263340 cites W2008165198 @default.
• W2098263340 cites W2014787937 @default.
• W2098263340 cites W2015005644 @default.
• W2098263340 cites W2021262032 @default.
• W2098263340 cites W2025778135 @default.
• W2098263340 cites W2031257497 @default.
• W2098263340 cites W2036164891 @default.
• W2098263340 cites W2037621308 @default.
• W2098263340 cites W2040516748 @default.
• W2098263340 cites W2041158925 @default.
• W2098263340 cites W2044206411 @default.
• W2098263340 cites W2044599041 @default.
• W2098263340 cites W2045938544 @default.
• W2098263340 cites W2046385387 @default.
• W2098263340 cites W2047167129 @default.
• W2098263340 cites W2053431375 @default.
• W2098263340 cites W2055551670 @default.
• W2098263340 cites W2057351369 @default.
• W2098263340 cites W2061300314 @default.
• W2098263340 cites W2062552264 @default.
• W2098263340 cites W2062927800 @default.
• W2098263340 cites W2064931480 @default.
• W2098263340 cites W2067191022 @default.
• W2098263340 cites W2069228073 @default.
• W2098263340 cites W2069496952 @default.
• W2098263340 cites W2071122929 @default.
• W2098263340 cites W2072509928 @default.
• W2098263340 cites W2093680414 @default.
• W2098263340 cites W2095485540 @default.
• W2098263340 cites W2096797851 @default.
• W2098263340 cites W2097084589 @default.
• W2098263340 cites W2098414179 @default.
• W2098263340 cites W2099244020 @default.
• W2098263340 cites W2099450798 @default.
• W2098263340 cites W2101187282 @default.
• W2098263340 cites W2101710991 @default.
• W2098263340 cites W2106114981 @default.
• W2098263340 cites W2107634464 @default.
• W2098263340 cites W2108994455 @default.
• W2098263340 cites W2109087539 @default.
• W2098263340 cites W2109200236 @default.
• W2098263340 cites W2110885456 @default.
• W2098263340 cites W2111202632 @default.
• W2098263340 cites W2111896212 @default.
• W2098263340 cites W2111921507 @default.
• W2098263340 cites W2112076978 @default.
• W2098263340 cites W2113127660 @default.
• W2098263340 cites W2113144687 @default.
• W2098263340 cites W2113926057 @default.
• W2098263340 cites W2114336941 @default.
• W2098263340 cites W2115283652 @default.
• W2098263340 cites W2115755118 @default.
• W2098263340 cites W2115763357 @default.
• W2098263340 cites W2116634078 @default.
• W2098263340 cites W2116928225 @default.
• W2098263340 cites W2117188423 @default.
• W2098263340 cites W2117931147 @default.
• W2098263340 cites W2119988228 @default.
• W2098263340 cites W2120900316 @default.
• W2098263340 cites W2120967246 @default.
• W2098263340 cites W2121274305 @default.
• W2098263340 cites W2125316269 @default.
• W2098263340 cites W2126736494 @default.
• W2098263340 cites W2127510560 @default.
• W2098263340 cites W2129140439 @default.
• W2098263340 cites W2129476886 @default.
• W2098263340 cites W2130954007 @default.
• W2098263340 cites W2132355119 @default.

• next