Predicting Relapse in Patients With Triple Negative Breast Cancer (TNBC) Using a Deep-Learning Approach.

immunofluorescence images machine-learning relapse prediction triple negative breast cancer (TNBC) tumor-infiltrating T cells

Journal

Frontiers in physiology
ISSN: 1664-042X
Titre abrégé: Front Physiol
Pays: Switzerland
ID NLM: 101549006

Informations de publication

Date de publication:
2020
Historique:
received: 09 11 2019
accepted: 31 08 2020
entrez: 19 10 2020
pubmed: 20 10 2020
medline: 20 10 2020
Statut: epublish

Résumé

The abundance and/or location of tumor infiltrating lymphocytes (TILs), especially CD8

Identifiants

pubmed: 33071806
doi: 10.3389/fphys.2020.511071
pmc: PMC7538858
doi:

Types de publication

Journal Article

Langues

eng

Pagination

511071

Subventions

Organisme : NCI NIH HHS
ID : P01 CA097189
Pays : United States

Informations de copyright

Copyright © 2020 Yu, Li, He, Gruosso, Zuo, Souleimanova, Ramos, Omeroglu, Meterissian, Guiot, Yang, Yuan, Park, Lee and Levine.

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Auteurs

Guangyuan Yu (G)

Department of Physics and Astronomy, Rice University, Houston, TX, United States.
Center for Theoretical Biological Physics, Rice University, Houston, TX, United States.

Xuefei Li (X)

Center for Theoretical Biological Physics, Rice University, Houston, TX, United States.

Ting-Fang He (TF)

Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.

Tina Gruosso (T)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.
Department of Oncology, McGill University, Montreal, QC, Canada.

Dongmei Zuo (D)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Margarita Souleimanova (M)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Valentina Muñoz Ramos (VM)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.

Atilla Omeroglu (A)

Department of Pathology, McGill University Health Centre, Montreal, QC, Canada.

Sarkis Meterissian (S)

Department of Oncology, McGill University, Montreal, QC, Canada.
Department of Surgery, McGill University Health Centre, Montreal, QC, Canada.

Marie-Christine Guiot (MC)

Department of Pathology, McGill University Health Centre, Montreal, QC, Canada.
Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.

Li Yang (L)

Department of Physics and Astronomy, Rice University, Houston, TX, United States.

Yuan Yuan (Y)

Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.

Morag Park (M)

Goodman Cancer Research Centre, McGill University, Montreal, QC, Canada.
Department of Oncology, McGill University, Montreal, QC, Canada.
Department of Biochemistry, McGill University, Montreal, QC, Canada.

Peter P Lee (PP)

Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.

Herbert Levine (H)

Department of Bioengineering, Northeastern University, Boston, MA, United States.
Department of Physics, Northeastern University, Boston, MA, United States.

Classifications MeSH