Non-destructive classification of unlabeled cells: Combining an automated benchtop magnetic resonance scanner and artificial intelligence

Philipp Fey; Daniel Ludwig Weber; Jannik Stebani; Philipp Mörchel; Peter Jakob; Jan Hansmann; Karl-Heinz Hiller; Daniel Haddad

doi:10.1371/journal.pcbi.1010842

Loading metrics

Open Access

Peer-reviewed

Research Article

Non-destructive classification of unlabeled cells: Combining an automated benchtop magnetic resonance scanner and artificial intelligence

Philipp Fey,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Fraunhofer Institute for Integrated Circuits IIS, Development Center X-ray Technology, Würzburg, Germany

https://orcid.org/0000-0002-3167-7562

⨯
Daniel Ludwig Weber ,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Supervision, Writing – review & editing

* E-mail: daniel.weber@iis.fraunhofer.de

Affiliation Fraunhofer Institute for Integrated Circuits IIS, Development Center X-ray Technology, Würzburg, Germany

https://orcid.org/0000-0002-8315-566X

⨯
Jannik Stebani,

Roles Formal analysis, Methodology, Software

Affiliation Fraunhofer Institute for Integrated Circuits IIS, Development Center X-ray Technology, Würzburg, Germany
⨯
Philipp Mörchel,

Roles Methodology, Software

Affiliation Fraunhofer Institute for Integrated Circuits IIS, Development Center X-ray Technology, Würzburg, Germany

https://orcid.org/0000-0002-3684-7532

⨯
Peter Jakob,

Roles Supervision, Writing – review & editing

Affiliation Experimental Physics V (Biophysics), Julius-Maximilians-Universität Würzburg, Würzburg, Germany
⨯
Jan Hansmann,

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation University of Applied Sciences Würzburg-Schweinfurt, Schweinfurt
⨯
Karl-Heinz Hiller,

Roles Funding acquisition, Supervision

Affiliation Fraunhofer Institute for Integrated Circuits IIS, Development Center X-ray Technology, Würzburg, Germany

https://orcid.org/0000-0002-0026-5370

⨯
Daniel Haddad

Roles Conceptualization, Supervision, Writing – review & editing

Affiliation Fraunhofer Institute for Integrated Circuits IIS, Development Center X-ray Technology, Würzburg, Germany

https://orcid.org/0000-0002-8999-1343

⨯

Non-destructive classification of unlabeled cells: Combining an automated benchtop magnetic resonance scanner and artificial intelligence

Philipp Fey,
Daniel Ludwig Weber,
Jannik Stebani,
Philipp Mörchel,
Peter Jakob,
Jan Hansmann,
Karl-Heinz Hiller,
Daniel Haddad

Published: February 21, 2023
https://doi.org/10.1371/journal.pcbi.1010842

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Artificial neural networks
Is the Subject Area "Artificial neural networks" applicable to this article?

Thanks for your feedback.
Statistical data
Is the Subject Area "Statistical data" applicable to this article?

Thanks for your feedback.
Cell differentiation
Is the Subject Area "Cell differentiation" applicable to this article?

Thanks for your feedback.
Support vector machines
Is the Subject Area "Support vector machines" applicable to this article?

Thanks for your feedback.
Cell cultures
Is the Subject Area "Cell cultures" applicable to this article?

Thanks for your feedback.
CHO cells
Is the Subject Area "CHO cells" applicable to this article?

Thanks for your feedback.
Relaxation time
Is the Subject Area "Relaxation time" applicable to this article?

Thanks for your feedback.
Robots
Is the Subject Area "Robots" applicable to this article?

Thanks for your feedback.