Valeriya Vishnevskaya

ORCID: 0009-0004-7472-6776
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About
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Research Areas
  • AI in cancer detection
  • Bioinformatics and Genomic Networks
  • Gene expression and cancer classification

Personalized medicine enables precise tumor treatment for a patient’s molecular genetic profile. To devise optimal targeted plans patients in board, physicians must consider alterations on gene- and proteins levels but also cancer cell phenotypes. Machine learning can uncover buried patterns, extract pivotal information, unveil corresponding insights from available data. Publicly datasets provide the amounts of data necessary. This work outlines efficacy various machine algorithms which...

10.3233/shti240734 article EN cc-by-nc Studies in health technology and informatics 2024-08-22
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