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- Röding, Magnus,1984RISE,Jordbruk och livsmedel (author)
Massively parallel approximate Bayesian computation for estimating nanoparticle diffusion coefficients, sizes and concentrations using confocal laser scanning microscopy
- Article/chapterEnglish2018
Publisher, publication year, extent ...
- 2018-04-20
- Wiley,2018
Numbers
- LIBRIS-ID:oai:research.chalmers.se:de0f9149-6fb9-4137-bf82-8ab39b7f89d7
- https://research.chalmers.se/publication/502830URI
- https://research.chalmers.se/publication/505680URI
- https://doi.org/10.1111/jmi.12706DOI
- https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-33847URI
Supplementary language notes
- Language:English
- Summary in:English
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Classification
Notes
- We implement a massively parallel population Monte Carlo approximate Bayesian computation (PMC‐ABC) method for estimating diffusion coefficients, sizes and concentrations of diffusing nanoparticles in liquid suspension using confocal laser scanning microscopy and particle tracking. The method is based on the joint probability distribution of diffusion coefficients and the time spent by a particle inside a detection region where particles are tracked. We present freely available central processing unit (CPU) and graphics processing unit (GPU) versions of the analysis software, and we apply the method to characterize mono‐ and bidisperse samples of fluorescent polystyrene beads.
Subject headings and genre
- NATURVETENSKAP Data- och informationsvetenskap Datorteknik hsv//swe
- NATURAL SCIENCES Computer and Information Sciences Computer Engineering hsv//eng
- MEDICIN OCH HÄLSOVETENSKAP Medicinsk bioteknologi Biomedicinsk laboratorievetenskap/teknologi hsv//swe
- MEDICAL AND HEALTH SCIENCES Medical Biotechnology Biomedical Laboratory Science/Technology hsv//eng
- NATURVETENSKAP Data- och informationsvetenskap Datorseende och robotik hsv//swe
- NATURAL SCIENCES Computer and Information Sciences Computer Vision and Robotics hsv//eng
- TEKNIK OCH TEKNOLOGIER Medicinteknik Medicinsk bildbehandling hsv//swe
- ENGINEERING AND TECHNOLOGY Medical Engineering Medical Image Processing hsv//eng
- Confocal laser scanning microscopy
- Particle tracking
- Nanoparticles
- Diffusion coefficient
- Concentration
Added entries (persons, corporate bodies, meetings, titles ...)
- Billeter, Markus,1984Chalmers tekniska högskola,Chalmers University of Technology,Chalmers University of Technology, Sweden(Swepub:cth)billeter (author)
- RISEJordbruk och livsmedel (creator_code:org_t)
Related titles
- In:Journal of Microscopy: Wiley271:2, s. 174-1821365-28180022-2720
Internet link
- http://ri.diva-portal.org/smash/get/diva2:1204625/FULLTEXT01
- https://ri.diva-portal.org/smash/get/diva2:1204625/FULLTEXT01.pdffulltext:postprint
- https://research.chalmers.se/publication/502830
- https://research.chalmers.se/publication/505680
- https://doi.org/10.1111/jmi.12706
- https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-33847
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