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Unsupervised classi...
Unsupervised classification of single-particle X-ray diffraction snapshots by spectral clustering
- Article/chapterEnglish2011
Publisher, publication year, extent ...
Numbers
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LIBRIS-ID:oai:DiVA.org:uu-158313
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https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-158313URI
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https://doi.org/10.1364/OE.19.016542DOI
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https://res.slu.se/id/publ/42976URI
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https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-292911URI
Supplementary language notes
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Language:English
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Summary in:English
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Classification
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Subject category:ref swepub-contenttype
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Subject category:art swepub-publicationtype
Notes
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Single-particle experiments using X-ray Free Electron Lasers produce more than 10(5) 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.
Subject headings and genre
Added entries (persons, corporate bodies, meetings, titles ...)
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Schwander, Peter
(author)
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Abergel, Chantal
(author)
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Andersson, IngerUppsala universitet,Swedish University of Agricultural Sciences,Sveriges lantbruksuniversitet,Institutionen för molekylärbiologi,Department of Molecular Biology,Institutionen för cell- och molekylärbiologi,Molecular Biophysics(Swepub:slu)47211
(author)
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Andreasson, JakobUppsala universitet,Molekylär biofysik,Institutionen för cell- och molekylärbiologi,Molecular Biophysics(Swepub:uu)jakan998
(author)
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Aquila, Andrew
(author)
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Bajt, Sasa
(author)
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Barthelmess, Miriam
(author)
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Barty, Anton
(author)
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Bogan, Michael J.
(author)
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Bostedt, Christoph
(author)
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Bozek, John
(author)
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Chapman, Henry N.
(author)
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Claverie, Jean-Michel
(author)
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Maia, Filipe R. N. C.Uppsala universitet,Institutionen för cell- och molekylärbiologi,Molecular Biophysics(Swepub:uu)fimai103
(author)
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DePonte, Daniel P.
(author)
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Ekeberg, TomasUppsala universitet,Molekylär biofysik,Institutionen för cell- och molekylärbiologi,Molecular Biophysics(Swepub:uu)tomek611
(author)
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Epp, Sascha W.
(author)
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Erk, Benjamin
(author)
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Fleckenstein, Holger
(author)
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Foucar, Lutz
(author)
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Graafsma, Heinz
(author)
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Gumprecht, Lars
(author)
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Hajdu, JanosUppsala universitet,Molekylär biofysik,Institutionen för cell- och molekylärbiologi,Molecular Biophysics(Swepub:uu)janohajd
(author)
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Hampton, Christina Y.
(author)
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Hartmann, Andreas
(author)
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Hartmann, Elisabeth
(author)
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Hartmann, Robert
(author)
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Hauser, Gunter
(author)
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Hirsemann, Helmut
(author)
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Holl, Peter
(author)
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Kassemeyer, Stephan
(author)
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Kimmel, Nils
(author)
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Kiskinova, Maya
(author)
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Liang, Mengning
(author)
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Loh, Ne-Te Duane
(author)
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Lomb, Lukas
(author)
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Maia, Filipe R. N. C.
(author)
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Martin, Andrew V.
(author)
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Nass, Karol
(author)
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Pedersoli, Emanuele
(author)
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Reich, Christian
(author)
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Rolles, Daniel
(author)
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Rudek, Benedikt
(author)
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Rudenko, Artem
(author)
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Schlichting, Ilme
(author)
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Schulz, Joachim
(author)
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Seibert, MarvinUppsala universitet,Molekylär biofysik,Institutionen för cell- och molekylärbiologi,Molecular Biophysics(Swepub:uu)masei255
(author)
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Seltzer, Virginie
(author)
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Shoeman, Robert L.
(author)
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Sierra, Raymond G.
(author)
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Soltau, Heike
(author)
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Starodub, Dmitri
(author)
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Steinbrener, Jan
(author)
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Stier, Gunter
(author)
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Strueder, Lothar
(author)
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Svenda, MartinUppsala universitet,Molekylär biofysik,Institutionen för cell- och molekylärbiologi,Molecular Biophysics(Swepub:uu)msv31659
(author)
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Ullrich, Joachim
(author)
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Weidenspointner, Georg
(author)
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White, Thomas A.
(author)
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Wunderer, Cornelia
(author)
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Ourmazd, Abbas
(author)
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Sveriges lantbruksuniversitetInstitutionen för molekylärbiologi
(creator_code:org_t)
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Sveriges lantbruksuniversitet
Related titles
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In:Optics Express19:17, s. 16542-165491094-4087
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- By the author/editor
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Yoon, Chun Hong
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Schwander, Peter
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Abergel, Chantal
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Andersson, Inger
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Aquila, Andrew
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- NATURAL SCIENCES
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NATURAL SCIENCES
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Optics Express
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Uppsala University
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Swedish University of Agricultural Sciences