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  Unsupervised classification of single-particle X-ray diffraction snapshots by spectral clustering

Yoon, C. H., Schwander, P., Abergel, C., Andersson, I., Andreasson, J., Aquila, A., et al. (2011). Unsupervised classification of single-particle X-ray diffraction snapshots by spectral clustering. Optics Express, 19(17), 16542-16549. doi:10.1364/OE.19.016542.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0024-20D5-3 Version Permalink: http://hdl.handle.net/11858/00-001M-0000-0024-20D6-1
Genre: Journal Article
Alternative Title : Unsupervised classification of single-particle X-ray diffraction snapshots by spectral clustering

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 Creators:
Yoon, Chun Hong, Author
Schwander, Peter, Author
Abergel, Chantal, Author
Andersson, Inger, Author
Andreasson, Jakob, Author
Aquila, Andrew, Author
Bajt, Saša, Author
Barthelmess, Miriam, Author
Barty, Anton, Author
Bogan, Michael J., Author
Bostedt, Christoph, Author
Bozek, John, Author
Chapman, Henry N., Author
Claverie, Jean-Michel, Author
Coppola, Nicola, Author
DePonte, Daniel P., Author
Ekeberg,, Tomas, Author
Epp, Sascha W., Author
Erk, Benjamin1, Author              
Fleckenstein, Holger, Author
Foucar, Lutz1, Author              Graafsma, Heinz, AuthorGumprecht, Lars, AuthorHajdu, Janos, AuthorHampton, Christina Y., AuthorHartmann, Andreas, AuthorHartmann, Elisabeth1, Author              Hartmann, Robert, AuthorHauser, Gunter, AuthorHirsemann, Helmut, AuthorHoll, Peter, AuthorKassemeyer, Stephan1, Author              Kimmel, Nils, AuthorKiskinova, Maya, AuthorLiang, Mengning, AuthorLoh, Ne-Te Duane, AuthorLomb, Lukas1, Author              Maia, Filipe R. N. C., AuthorMartin, Andrew V., AuthorNass, Karol1, Author              Pedersoli, Emanuele, AuthorReich, Christian, AuthorRolles, Daniel1, Author              Rudek, Benedikt1, Author              Rudenko, Artem, AuthorSchlichting, Ilme1, Author              Schulz, Joachim, AuthorSeibert, M. Marvin, AuthorSeltzer, Virginie, AuthorShoeman, Robert L.1, Author              Sierra, Raymond G., AuthorSoltau, Heike, AuthorStarodub, Dmitri, AuthorSteinbrener, Jan1, Author              Stier, Gunter1, Author              Strüder, Lothar, AuthorSvenda, Martin, AuthorUllrich, Joachim, AuthorWeidenspointner, Georg, AuthorWhite, Thomas A., AuthorWunderer, Cornelia B., AuthorOurmazd, Abbas, Author more..
Affiliations:
1Department of Biomolecular Mechanisms, Max Planck Institute for Medical Research, Max Planck Society, ou_1497700              

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Free keywords: (11.7440) X−ray imaging; (290.5840) Scattering, molecules; (320.7100) Ultrafast measurements
 Abstract: Single−particle experiments using X−ray Free Electron Lasers produce more than 105 snapshots per hour, consisting of an admixture of blank shots (no particle intercepted), and exposures of one or more particles. Experimental data sets also often contain unintentional contamination with different species. We present an unsupervised method able to sort experimental snapshots without recourse to templates, specific noise models, or user−directed learning. The results show 90% agreement with manual classification

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Language(s): eng - English
 Dates: 2011-08-052011-06-022011-08-062011-08-122011-08-15
 Publication Status: Published in print
 Pages: 8
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Degree: -

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Title: Optics Express
Source Genre: Journal
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Publ. Info: Washington, DC : Optical Society of America
Pages: - Volume / Issue: 19 (17) Sequence Number: - Start / End Page: 16542 - 16549 Identifier: ISSN: 1094-4087
CoNE: https://pure.mpg.de/cone/journals/resource/954925609918