Generating medical images of breast cancer using generative artificial intelligence

In this research work we review the fact that although there are different sets of databases with medical images of mammograms of breast cancer, these data are not really sufficient for the training of artificial intelligence systems to find signs of breast cancer in the images, so we propose the creation of new images that help to complement the data sets allowing better training in the systems that help the diagnosis of this disease.

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Publication Details

Journal
International Journal of Combinatorial Optimization Problems and Informatics.
Published
2025-03-18
DOI
https://doi.org/10.61467/2007.1558.2025.v16i1.1058
Primary Topic
AI in cancer detection
Type
article
Field-Weighted Citation Impact
0.00
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article

Generating medical images of breast cancer using generative artificial intelligence

Jorge A. Ruíz-Vanoye, Jazmin Rodríguez-Flores, Yaneth Reyes-Hernández
International Journal of Combinatorial Optimization Problems and Informatics.
AI in cancer detection
article

Generating medical images of breast cancer using generative artificial intelligence

Jorge A. Ruíz-Vanoye, Jazmin Rodríguez-Flores, Yaneth Reyes-Hernández
article en

Abstract

In this research work we review the fact that although there are different sets of databases with medical images of mammograms of breast cancer, these data are not really sufficient for the training of artificial intelligence systems to find signs of breast cancer in the images, so we propose the creation of new images that help to complement the data sets allowing better training in the systems that help the diagnosis of this disease.

International Journal of Combinatorial Optimization Problems and Informatics.Vol. 16(1)
Universidad Politécnica de Pachuca (MX)
Openalex Percentile: Top 98%
AI in cancer detection
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