Comparing ensemble methods combined with different aggregating models using micrograph cell segmentation as an initial application example.

Alpha-stable function Cell segmentation Combine ensembles Deep neural networks

Journal

Journal of pathology informatics
ISSN: 2229-5089
Titre abrégé: J Pathol Inform
Pays: United States
ID NLM: 101528849

Informations de publication

Date de publication:
2023
Historique:
received: 09 09 2022
revised: 22 02 2023
accepted: 23 02 2023
entrez: 27 3 2023
pubmed: 28 3 2023
medline: 28 3 2023
Statut: epublish

Résumé

Strategies such as

Identifiants

pubmed: 36967835
doi: 10.1016/j.jpi.2023.100304
pii: S2153-3539(23)00118-9
pmc: PMC10034515
doi:

Types de publication

Journal Article

Langues

eng

Pagination

100304

Informations de copyright

© 2023 The Authors.

Déclaration de conflit d'intérêts

None

Références

IEEE Trans Med Imaging. 2016 Feb;35(2):550-66
pubmed: 26415167
IEEE Trans Med Imaging. 2017 Jul;36(7):1550-1560
pubmed: 28287963
IEEE J Biomed Health Inform. 2020 Oct;24(10):2870-2882
pubmed: 32142460

Auteurs

St Göb (S)

Fraunhofer Institute for Integrated Circuits IIS, Erlangen, Germany.
Chair of Visual Computing, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.

S Sawant (S)

Fraunhofer Institute for Integrated Circuits IIS, Erlangen, Germany.

F X Erick (FX)

Fraunhofer Institute for Integrated Circuits IIS, Erlangen, Germany.

C Schmidkonz (C)

Department of Nuclear Medicine, Friedrich-Alexander-Universität Erlangen-Nürnberg and University Hospital Erlangen, Erlangen, Germany.
Department of Industrial Engineering and Health, Technical University of Applied Sciences Amberg-Weiden, Weiden, Germany.

A Ramming (A)

Department of Internal Medicine, University Hospital Erlangen, Erlangen, Germany.

E W Lang (EW)

CIML Group, Biophysics, University of Regensburg, Regensburg, Germany.

T Wittenberg (T)

Fraunhofer Institute for Integrated Circuits IIS, Erlangen, Germany.
Chair of Visual Computing, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.

Th I Götz (TI)

Fraunhofer Institute for Integrated Circuits IIS, Erlangen, Germany.
Department of Internal Medicine, University Hospital Erlangen, Erlangen, Germany.
CIML Group, Biophysics, University of Regensburg, Regensburg, Germany.
Department of Industrial Engineering and Health, Technical University of Applied Sciences Amberg-Weiden, Weiden, Germany.

Classifications MeSH