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Diagnosis of Schizophrenia Based on the Data of Various Modalities: Biomarkers and Machine Learning Techniques (Review).
Sharaev MG, Malashenkova IK, Maslennikova AV, Zakharova NV, Bernstein AV, Burnaev EV, Mamedova GS, Krynskiy SA, Ogurtsov DP, Kondrateva EA, Druzhinina PV, Zubrikhina MO, Arkhipov AY, Strelets VB, Ushakov VL. Sharaev MG, et al. Among authors: bernstein av. Sovrem Tekhnologii Med. 2022;14(5):53-75. doi: 10.17691/stm2022.14.5.06. Epub 2022 Sep 29. Sovrem Tekhnologii Med. 2022. PMID: 37181835 Free PMC article. Review.
Identification of Diagnostic Schizophrenia Biomarkers Based on the Assessment of Immune and Systemic Inflammation Parameters Using Machine Learning Modeling.
Malashenkova IK, Krynskiy SA, Ogurtsov DP, Khailov NA, Druzhinina PV, Bernstein AV, Artemov AV, Mamedova GS, Zakharova NV, Kostyuk GP, Ushakov VL, Sharaev MG. Malashenkova IK, et al. Among authors: bernstein av. Sovrem Tekhnologii Med. 2023;15(6):5-12. doi: 10.17691/stm2023.15.6.01. Epub 2023 Dec 27. Sovrem Tekhnologii Med. 2023. PMID: 39944368 Free PMC article.