Assessing Histology Structures by

MRI histology machine learning ovarian cancer radiomics

Journal

Frontiers in oncology
ISSN: 2234-943X
Titre abrégé: Front Oncol
Pays: Switzerland
ID NLM: 101568867

Informations de publication

Date de publication:
2021
Historique:
received: 07 09 2021
accepted: 02 12 2021
entrez: 7 2 2022
pubmed: 8 2 2022
medline: 8 2 2022
Statut: epublish

Résumé

The value of MR radiomic features at a microscopic scale has not been explored in ovarian cancer. The objective of this study was to probe the associations of MR microscopy (MRM) images and MRM-derived radiomic maps with histopathology in high-grade serous ovarian cancer (HGSOC). Nine peritoneal implants from 9 patients with HGSOC were imaged

Identifiants

pubmed: 35127479
doi: 10.3389/fonc.2021.771848
pmc: PMC8807492
doi:

Types de publication

Journal Article

Langues

eng

Pagination

771848

Subventions

Organisme : NCI NIH HHS
ID : P30 CA008748
Pays : United States

Informations de copyright

Copyright © 2022 Tardieu, Lakhman, Khellaf, Cardoso, Sgarbura, Colombo, Crispin-Ortuzar, Sala, Goze-Bac and Nougaret.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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Auteurs

Marion Tardieu (M)

Montpellier Cancer Research Institute (IRCM), INSERM U1194, University of Montpellier, Montpellier, France.

Yulia Lakhman (Y)

Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States.

Lakhdar Khellaf (L)

Department of Pathology, Montpellier Cancer Institute (ICM), Montpellier, France.

Maida Cardoso (M)

BNIF Facility, L2C, UMR 5221, CNRS, University of Montpellier, Montpellier, France.

Olivia Sgarbura (O)

Montpellier Cancer Research Institute (IRCM), INSERM U1194, University of Montpellier, Montpellier, France.
Department of Surgery, Montpellier Cancer Institute (ICM), Montpellier, France.

Pierre-Emmanuel Colombo (PE)

Department of Surgery, Montpellier Cancer Institute (ICM), Montpellier, France.

Mireia Crispin-Ortuzar (M)

Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, United Kingdom.

Evis Sala (E)

Cancer Research UK, Cambridge Institute, University of Cambridge, Cambridge, United Kingdom.
Department of Radiology, University of Cambridge, Cambridge, United Kingdom.

Christophe Goze-Bac (C)

BNIF Facility, L2C, UMR 5221, CNRS, University of Montpellier, Montpellier, France.

Stephanie Nougaret (S)

Montpellier Cancer Research Institute (IRCM), INSERM U1194, University of Montpellier, Montpellier, France.
Department of Radiology, Montpellier Cancer Institute (ICM), Montpellier, France.

Classifications MeSH