Automated processing and analysis of medical images based on machine learning
| dc.contributor.author | Kutzhan, S.D. | |
| dc.contributor.author | Keldibekova, A.B. | |
| dc.date.accessioned | 2025-11-18T07:09:53Z | |
| dc.date.available | 2025-11-18T07:09:53Z | |
| dc.date.issued | 2025-05-17 | |
| dc.description.abstract | This study examines the current challenges in processing and analyzing medical images using machine learning techniques. Based on the Pediatric Chest X-ray Pneumonia dataset, a convolutional neural network (CNN) model was developed and evaluated for its ability to detect pneumonia. The results confirmed the high efficiency of deep learning in medical diagnostics. | ru_RU |
| dc.identifier.citation | Kutzhan S.D. Automated processing and analysis of medical images based on machine learning/S.D. Kutzhan, A.B. Keldibekova//Пәнаралық ғылыми зерттеулердің өзекті мәселелері = Актуальные вопросы междисциплинарных научных исследований = Current Issues of Interdisciplinary Scientific Research: Академик Е.А. Бөкетовтің 100 жылдығына орай ұйымдастырылған Халықаралық ғылыми конференцияның тезистер жинағы. -2025. Р.144-149. | ru_RU |
| dc.identifier.uri | https://rep.buketov.edu.kz//handle/data/21352 | |
| dc.language.iso | en | ru_RU |
| dc.publisher | Karagandy University of the name of academician E.A. Buketov | ru_RU |
| dc.relation.ispartofseries | Пәнаралық ғылыми зерттеулердің өзекті мәселелері = Актуальные вопросы междисциплинарных научных исследований = Current Issues of Interdisciplinary Scientific Research: Академик Е.А. Бөкетовтің 100 жылдығына орай ұйымдастырылған Халықаралық ғылыми конференцияның тезистер жинағы;2025 | |
| dc.subject | machine learning | ru_RU |
| dc.subject | CNN | ru_RU |
| dc.subject | pneumonia | ru_RU |
| dc.subject | X-ray | ru_RU |
| dc.subject | Classification Report | ru_RU |
| dc.subject | diagnostics | ru_RU |
| dc.title | Automated processing and analysis of medical images based on machine learning | ru_RU |
| dc.type | Article | ru_RU |