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  Statistical distortion of supervised learning predictions in optical microscopy induced by image compression

Pomarico, E., Schmidt, C., Chays, F., Nguyen, D., Planchette, A., Tissot, A., et al. (2022). Statistical distortion of supervised learning predictions in optical microscopy induced by image compression. Scientific Reports, 12(1): 3464. doi:10.1038/s41598-022-07445-4.

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Item Permalink: https://hdl.handle.net/21.11116/0000-000A-2729-D Version Permalink: https://hdl.handle.net/21.11116/0000-000A-272A-C
Genre: Journal Article

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s41598-022-07445-4.pdf (Publisher version), 2MB
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2022
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 Creators:
Pomarico, Enrico1, Author
Schmidt, Cédric1, Author
Chays, Florian1, Author
Nguyen, David2, Author
Planchette, Arielle2, Author
Tissot, Audrey3, Author
Roux, Adrien1, Author
Pagès, Stéphane3, 4, Author
Batti, Laura3, Author
Clausen, Christoph5, Author
Lasser, Theo6, Author           
Radenovic, Aleksandra2, Author
Sanguinetti, Bruno5, Author
Extermann, Jérôme1, Author
Affiliations:
1Univ Appl Sci & Arts Western Switzerland, HES SO, HEPIA, Geneva, Switzerland, ou_persistent22              
2Ecole Polytech Fed Lausanne, Lab Nanoscale Biol, Sch Engn, Lausanne, Switzerland, ou_persistent22              
3Wyss Ctr Bio & Neuroengn, Geneva, Switzerland, ou_persistent22              
4Univ Geneva, Fac Med, Geneva Neurosci Ctr, Dept Basic Neurosci, Geneva, Switzerland, ou_persistent22              
5Dotphoton SA, Zug, Switzerland, ou_persistent22              
6Dept. Weil: Synthesis of Macromolecules, MPI for Polymer Research, Max Planck Society, ou_2301691              

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Language(s): eng - English
 Dates: 2022-03-022022
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: DOI: 10.1038/s41598-022-07445-4
 Degree: -

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Project name : AD-gut
Grant ID : 686271
Funding program : H2020-EU.2.1.3. (H2020)
Funding organization : European Commission (EC)

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Title: Scientific Reports
  Abbreviation : Sci. Rep.
Source Genre: Journal
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Publ. Info: London, UK : Nature Publishing Group
Pages: - Volume / Issue: 12 (1) Sequence Number: 3464 Start / End Page: - Identifier: ISSN: 2045-2322
CoNE: https://pure.mpg.de/cone/journals/resource/2045-2322