SUN'IY INTELLEKTDAN FOYDALANISHDA DEPRESSIYA DIAGNOSTIKASIDA LEKSIK MARKERLAR

Mualliflar

  • Курбонов Дониёрбек Кахрамонович Kokand Universiteti Andijon filiali
  • Зулунова Мунисахон Kokand Universiteti Andijon filiali

Kalit so‘zlar:

депрессия, диагностика, искусственный интеллект, обработки естественного языка, лексические маркеры, машинное обучение, глубокое обучение.

Abstrak

Matndagi leksik belgilar yordamida depressiyani tashxislash uchun sun'iy intellekt va tabiiy tilni qayta ishlashni qo'llash ko'rib chiqiladi.
Tabiiy tilni qayta ishlash usullari va depressiyaning lingvistik xususiyatlarini aniqlashda yuqori aniqlikni ko'rsatadigan mashina / chuqur o'rganish algoritmlari tahlil qilinadi. Multimodal yondashuvning muammolari va istiqbollari, klinik amaliyot uchun shaffof sun'iy intellekt tizimlarini ishlab chiqish muhokama qilinadi.

References

Language sentiment predicts changes in depressive symptoms // Proceedings of the National Academy of Sciences (PNAS). – URL: https://www.pnas.org/doi/10.1073/pnas.2321321121 (дата: 17.03.2025).

Screening for Depression ... // Interactive Journal of Medical Research. – URL: https://www.i-jmr.org/2024/1/e55067 (дата: 17.03.2025).

Depression detection using speech audio and text: A comprehensive review focusing on deep learning methods. – URL: https://d197for5662m48. cloudfront.net/documents/publicationstatus/219580/preprint_pdf (дата: 17.03.2025).

Diagnostic accuracy of deep learning using speech samples in ... // Journal of the American Medical Informatics Association. – URL: https://academic.oup.com/jamia/article/31/10/2394/7715014 (дата: 17.03.2025).

Depression Speech Recognition With a Three-Dimensional Convolutional Network // PubMed Central (PMC). – URL: https://pmc.ncbi.nlm. nih.gov/articles/PMC8514878/ (дата: 17.03.2025).

Development of depression detection algorithm using text scripts of routine psychiatric interview // PubMed Central (PMC). – URL: https://pmc.ncbi.nlm.nih.gov/articles/PMC10794729/ (дата: 17.03.2025).

Screening for Depression Using Natural Language Processing ... // PubMed Central (PMC). – URL: https://pmc.ncbi.nlm.nih.gov/articles/PMC 11574504/ (дата: 17.03.2025).

Research Topics in Depression Detection using Natural Language Processing // SLogix. – URL: https://slogix.in/machine-learning/research-topics-in-depression-detection-usingnatural-language-processing/ (дата: 17.03.2025).

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2025-06-16

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Jild 2 Nomeri 4.5 (2025): FARMASEVTIKA, BIOTEXNOLOGIYA VA BIOTIBBIYOTDA ZAMONAVIY TADQIQOTLAR VA ILMIY YANGILIKLAR” mavzusidagi xalqaro ilmiy-amaliy konferensiya Andijon. 23-24 aprel 2025-yil

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Copyright (c) 2025 Курбонов Дониёрбек Кахрамонович, Зулунова Мунисахон

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

SUN’IY INTELLEKTDAN FOYDALANISHDA DEPRESSIYA DIAGNOSTIKASIDA LEKSIK MARKERLAR. (2025). Universal Xalqaro Ilmiy Jurnal, 2(4.5), 981-984. https://universaljurnal.uz/index.php/jurnal/article/view/2667