Patch-Based Convolutional Neural Networks for TCGA-BRCA Breast Cancer Classification

Rosiel Jazmine T Villareal; Patricia Angela R Abu

Patch-Based Convolutional Neural Networks for TCGA-BRCA Breast Cancer Classification

Rosiel Jazmine T Villareal
, Patricia Angela R Abu

Ateneo de Manila University

Ateneo de Manila University

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Department of Information Systems & Computer Science Faculty Publications
State	Published - Jan 1 2021

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Computer vision
Convolutional neural networks
Breast cancer classification

Disciplines

Computer Sciences
Databases and Information Systems
Oncology

Access to Document

https://link.springer.com/chapter/10.1007/978-3-030-90436-4_3

Cite this

@article{3c5bbaf0354247fd8211982fabfe8b93,

title = "Patch-Based Convolutional Neural Networks for TCGA-BRCA Breast Cancer Classification",

keywords = "Computer vision, Convolutional neural networks, Breast cancer classification",

author = "Villareal, \{Rosiel Jazmine T\} and Abu, \{Patricia Angela R\}",

note = "Villareal, R. J. T., \& Abu, P. A. R. (2022). Patch-based convolutional neural networks for TCGA-BRCA breast cancer classification. In G. Bebis, V. Athitsos, T. Yan, M. Lau, F. Li, C. Shi, X. Yuan, C. Mousas, \& G. Bruder (Eds.), Advances in Visual Computing (pp. 29–40). Springer International Publishing. https://doi.org/10.1007/978-3-030-90436-4\_3",

year = "2021",

month = jan,

day = "1",

language = "American English",

journal = "Department of Information Systems \& Computer Science Faculty Publications",

}

TY - JOUR

T1 - Patch-Based Convolutional Neural Networks for TCGA-BRCA Breast Cancer Classification

AU - Villareal, Rosiel Jazmine T

AU - Abu, Patricia Angela R

N1 - Villareal, R. J. T., & Abu, P. A. R. (2022). Patch-based convolutional neural networks for TCGA-BRCA breast cancer classification. In G. Bebis, V. Athitsos, T. Yan, M. Lau, F. Li, C. Shi, X. Yuan, C. Mousas, & G. Bruder (Eds.), Advances in Visual Computing (pp. 29–40). Springer International Publishing. https://doi.org/10.1007/978-3-030-90436-4_3

PY - 2021/1/1

Y1 - 2021/1/1

KW - Computer vision

KW - Convolutional neural networks

KW - Breast cancer classification

UR - https://archium.ateneo.edu/discs-faculty-pubs/248

UR - https://link.springer.com/chapter/10.1007/978-3-030-90436-4_3

M3 - Article

JO - Department of Information Systems & Computer Science Faculty Publications

JF - Department of Information Systems & Computer Science Faculty Publications

ER -

Patch-Based Convolutional Neural Networks for TCGA-BRCA Breast Cancer Classification

UN SDGs

Keywords

Disciplines

Access to Document

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