Valentina L. Kouznetsova

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Articles

piRNA in Machine-Learning-Based Diagnostics of Colorectal Cancer

Sep 11, 2024 | mdpi.com | Valentina L. Kouznetsova |Santosh Kesari |Igor F. Tsigelny

All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
Colorectal Cancer Detection via Metabolites and Machine Learning

Apr 30, 2024 | mdpi.com | Rachel Yang |Igor F. Tsigelny |Santosh Kesari |Valentina L. Kouznetsova

All articles published by MDPI are made immediately available worldwide under an open access license. No specialpermission is required to reuse all or part of the article published by MDPI, including figures and tables. Forarticles published under an open access Creative Common CC BY license, any part of the article may be reused withoutpermission provided that the original article is clearly cited. For more information, please refer tohttps://www.mdpi.com/openaccess.
Diagnostics of Thyroid Cancer Using Machine Learning and Metabolomics

Dec 22, 2023 | mdpi.com | Valentina L. Kouznetsova |Santosh Kesari |Igor F. Tsigelny |Alyssa Kuang

All articles published by MDPI are made immediately available worldwide under an open access license. No specialpermission is required to reuse all or part of the article published by MDPI, including figures and tables. Forarticles published under an open access Creative Common CC BY license, any part of the article may be reused withoutpermission provided that the original article is clearly cited. For more information, please refer tohttps://www.mdpi.com/openaccess.
Two-Stage Deep-Learning Classifier for Diagnostics of Lung Cancer Using Metabolites

Oct 6, 2023 | mdpi.com | Ashvin Choudhary |Jianpeng Yu |Valentina L. Kouznetsova |Santosh Kesari

3.1. Important Pathways for Lung Cancers 3.1.1. Important Pathways for Non-Small-Cell Lung Cancers The synthesis and degradation of the ketone bodies pathway provides an energy source for the cell [27] (Figure 4A). When fatty acids are broken down, these produce a water-soluble byproduct called ketone bodies.