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Stage-Oriented Text Classification for Russian-Language Clinical and Genetic Documents: Pre-Genetic Triage and Post-Genetic Report Interpretation

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

DOI

https://doi.org/10.3390/info17090825
Final published version

Assem Shayakhmetova
Madina Sambetbayeva
Vladimir Barakhnin
Anar Sultangaziyeva
Nurzhan Mukazhanov
Ardak Batyrkhanov
Sandugash Serikbayeva
Raushan Begim

Translated title of the contribution	Поэтапно-ориентированная текстовая классификация русскоязычных клинических и генетических документов: Догенетическая сортировка и интерпретация результатов генетического исследования
Original language	English
Pages (from-to)	825
Number of pages	21
Journal	Information (Switzerland)
Volume	17
Issue number	9
DOIs	https://doi.org/10.3390/info17090825
Publication status	Published - 27 Aug 2026

OECD FOS+WOS

1.02.ET COMPUTER SCIENCE, INFORMATION SYSTEMS

Research areas

NLP, medical informatics, clinical decision support systems, machine learning in healthcare, clinical text classification, medical text mining, clinical genetics, predictive analytics, explainable artificial intelligence, Russian-language clinical NLP, annotation quality, label leakage, reproducibility

ID: 83350245