This paper presents a system for analyzing emergency medical calls using artificial intelligence technologies for dispatch services. The system is based on a Whisper-Small model fine-tuned on datasets FeruzaSpeech and Uzbek Speech Corpus with 121378 samples and hybrid NER algorithms. The study achieved a 14.7% WER in speech recognition, while medical symptoms, addresses and age indicators were extracted with 88% accuracy. A processing latency of 1.8 seconds enables real-time application. This solution serves to reduce dispatcher workload and enhance the speed of emergency medical response by automating data processing and analysis.
| Mualliflar | Makharov, Kodirbek, Ismatillaev, Muzaffar |
|---|---|
| Jurnal | Techscience.uz - техника фанлари долзарб масалалри |
| Nashriyot | Жиззах политехника институти |
| ISSN | 3030-3702, 3030-3702 |
| Nashr sanasi | 2026-03-25 |
| Jild | 4 |
| Son | 3 |
| Betlar | 5-11 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.47390/ts-v4i3y2026n01 |
| Indeksga qo‘shilgan | 2026-08-26 |
DOI: 10.47390/ts-v4i3y2026n01 · Maqolaning asl sahifasi
Natural Language Processing, Speech-to-Text, Whisper Model, Named Entity Recognition, Data Structuring., tabiiy tilni qayta ishlash, nutqni matnga aylantirish, whisper modeli, nomlangan ma’lumotlarni aniqlash, ma’lumotlarni strukturalash.
| APA | Makharov, Kodirbek, & Ismatillaev, Muzaffar (2026). ARTIFICIAL INTELLIGENCE-BASED EMERGENCY MEDICAL CALL PROCESSING SYSTEM. Techscience.uz - техника фанлари долзарб масалалри, 4(3), 5-11. https://doi.org/10.47390/ts-v4i3y2026n01 |
|---|---|
| GOST (OAK) | Makharov, Kodirbek, Ismatillaev, Muzaffar ARTIFICIAL INTELLIGENCE-BASED EMERGENCY MEDICAL CALL PROCESSING SYSTEM // Techscience.uz - техника фанлари долзарб масалалри. – 2026. – T. 4, № 3. – P. 5-11. – DOI: 10.47390/ts-v4i3y2026n01. |
| MLA | Makharov, Kodirbek, and Ismatillaev, Muzaffar. “ARTIFICIAL INTELLIGENCE-BASED EMERGENCY MEDICAL CALL PROCESSING SYSTEM.” Techscience.uz - техника фанлари долзарб масалалри, 4(3), 5-11, 2026. https://doi.org/10.47390/ts-v4i3y2026n01 |
| Chicago | Makharov, Kodirbek, and Ismatillaev, Muzaffar. “ARTIFICIAL INTELLIGENCE-BASED EMERGENCY MEDICAL CALL PROCESSING SYSTEM.” Techscience.uz - техника фанлари долзарб масалалри, 4(3), 5-11 (2026). https://doi.org/10.47390/ts-v4i3y2026n01 |
| Harvard | Makharov, Kodirbek, and Ismatillaev, Muzaffar (2026) ‘ARTIFICIAL INTELLIGENCE-BASED EMERGENCY MEDICAL CALL PROCESSING SYSTEM’, Techscience.uz - техника фанлари долзарб масалалри, 4(3), 5-11. https://doi.org/10.47390/ts-v4i3y2026n01 |
| BibTeX | @article{makharovkodirbek2026,
title = {ARTIFICIAL INTELLIGENCE-BASED EMERGENCY MEDICAL CALL PROCESSING SYSTEM},
author = {Makharov, Kodirbek and Ismatillaev, Muzaffar},
journal = {Techscience.uz - техника фанлари долзарб масалалри},
year = {2026},
volume = {4},
number = {3},
pages = {5-11},
doi = {10.47390/ts-v4i3y2026n01},
url = {https://doi.org/10.47390/ts-v4i3y2026n01}
} |
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