Cargando…

The synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification

Detalles Bibliográficos
Autores principales: Prade, Verena M., Sun, Na, Shen, Jian, Feuchtinger, Annette, Kunzke, Thomas, Buck, Achim, Schraml, Peter, Moch, Holger, Schwamborn, Kristina, Autenrieth, Michael, Gschwend, Jürgen E., Erlmeier, Franziska, Hartmann, Arndt, Walch, Axel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8858620/
https://www.ncbi.nlm.nih.gov/pubmed/35184396
http://dx.doi.org/10.1002/ctm2.666
_version_ 1784654278779994112
author Prade, Verena M.
Sun, Na
Shen, Jian
Feuchtinger, Annette
Kunzke, Thomas
Buck, Achim
Schraml, Peter
Moch, Holger
Schwamborn, Kristina
Autenrieth, Michael
Gschwend, Jürgen E.
Erlmeier, Franziska
Hartmann, Arndt
Walch, Axel
author_facet Prade, Verena M.
Sun, Na
Shen, Jian
Feuchtinger, Annette
Kunzke, Thomas
Buck, Achim
Schraml, Peter
Moch, Holger
Schwamborn, Kristina
Autenrieth, Michael
Gschwend, Jürgen E.
Erlmeier, Franziska
Hartmann, Arndt
Walch, Axel
author_sort Prade, Verena M.
collection PubMed
description
format Online
Article
Text
id pubmed-8858620
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-88586202022-03-31 The synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification Prade, Verena M. Sun, Na Shen, Jian Feuchtinger, Annette Kunzke, Thomas Buck, Achim Schraml, Peter Moch, Holger Schwamborn, Kristina Autenrieth, Michael Gschwend, Jürgen E. Erlmeier, Franziska Hartmann, Arndt Walch, Axel Clin Transl Med Letter to Editor John Wiley and Sons Inc. 2022-02-20 /pmc/articles/PMC8858620/ /pubmed/35184396 http://dx.doi.org/10.1002/ctm2.666 Text en © 2022 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Letter to Editor
Prade, Verena M.
Sun, Na
Shen, Jian
Feuchtinger, Annette
Kunzke, Thomas
Buck, Achim
Schraml, Peter
Moch, Holger
Schwamborn, Kristina
Autenrieth, Michael
Gschwend, Jürgen E.
Erlmeier, Franziska
Hartmann, Arndt
Walch, Axel
The synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification
title The synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification
title_full The synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification
title_fullStr The synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification
title_full_unstemmed The synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification
title_short The synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification
title_sort synergism of spatial metabolomics and morphometry improves machine learning‐based renal tumour subtype classification
topic Letter to Editor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8858620/
https://www.ncbi.nlm.nih.gov/pubmed/35184396
http://dx.doi.org/10.1002/ctm2.666
work_keys_str_mv AT pradeverenam thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT sunna thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT shenjian thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT feuchtingerannette thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT kunzkethomas thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT buckachim thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT schramlpeter thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT mochholger thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT schwambornkristina thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT autenriethmichael thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT gschwendjurgene thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT erlmeierfranziska thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT hartmannarndt thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT walchaxel thesynergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT pradeverenam synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT sunna synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT shenjian synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT feuchtingerannette synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT kunzkethomas synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT buckachim synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT schramlpeter synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT mochholger synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT schwambornkristina synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT autenriethmichael synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT gschwendjurgene synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT erlmeierfranziska synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT hartmannarndt synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification
AT walchaxel synergismofspatialmetabolomicsandmorphometryimprovesmachinelearningbasedrenaltumoursubtypeclassification