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[[image:mavlonbekheader2022.jpg|200px|thumb| [Faculty:Jong-Ha Lee (KR) | 마블론백 박사연구원 (2022년 10월)]]
== Short Biography ==
I completed am an Assistant Professor in the Department of Biomedical Engineering. I received my master's degree Ph.D. in Computer Science and Engineering at the Moscow State University of Technology "STANKIN"[https://stankin, specializing in Artificial Intelligence.ru/]My research focuses on machine learning, Moscowdeep learning, Russia. I majored in computer science vision, and engineer at Keimyung UniversityAI applications in healthcare.
== Education ==
* [http://www.kmu.ac.kr/ Keimyung University], Daegu, Korea
** Ph.D., Computer Science and Engineering (2022~2026)
*[https://stankin.ru/ Moscow State University of Technology "STANKIN"], Moscow, Russia.
** M.S., Computer Science and Engineering (2009~2011)
*[https://tatuff.uz/ Tashkent university of information technologies], Ferghana, Uzbekistan.
** B.S., Computer science and information technologies (2005~2009)
== Publications ==
=== Journal Articles ===
# Mavlonbek Khomidov, Hojeong Kim and Jong-Ha Lee, “XGBoost and SHAP-Based Analysis of Risk Factors for Hypertension Classification in Korean Postmenopausal Women”, Bioengineering 2025, '' ''' [https://www.mdpi.com/2306-5354/12/6/659 ]''' ''
# Khomidov Mavlonbek, Jong-Ha Lee. "The Novel EfficientNet Architecture-Based System and Algorithm to Predict Complex Human Emotions", Algorithms. 2024, '' ''' [https://www.mdpi.com/1999-4893/17/7/285 ]''' ''
# Khomidov Mavlonbek, Deokwoo Lee, Chang-Hyun Kim, and Jong-Ha Lee. "The Real-Time Image Sequences-Based Stress Assessment Vision System for Mental Health" Electronics 2024, '' ''' [https://www.mdpi.com/2079-9292/13/11/2180 ]''' ''
# Khomidov M.E., Deokwoo Lee, Jong-Ha Lee, “A Novel Contactless Blood Pressure Measurement System and Algorithm Based on Vision Intelligence”, Electronics 2023 , '' ''' [https://www.mdpi.com/2079-9292/12/24/4898 ]''' ''
# Khomidov M.E., Zaynidinov H.N “Application of Discrete Wavelet Transform for Compression Data”, International Journal of Advanced Research in Science, Engineering and Technology , '' ''' [http://www.ijarset.com/upload/2020/june/39-dr-mulon-58.pdf ]''' '', India,Vol. 7, Issue 6 , June 2020.
# Khomidov M.E., Goipov E.A “Biomedical signal and image processing techniques” Universum: технические науки: научный журнал. DOI: 10.32743/UniTech.'' '''[https://7universum.com/ru/tech/archive/item/10636]'' ''', – № 8(77), 2020.77.8-1
=== International Conferences ===
# Mavlonbek Khomidov and Jong-Ha Lee, "Non-Contact Blood Pressure Estimation Using Remote Photoplethysmography Signals Extracted from Facial Video: A Deep Learning Approach", '''[https://aapm.confex.com/aapm/2025am/meetingapp.cgi/Paper/15595 AAPM 2025 67th Annual Meeting & Exhibition ] ''', Washington DC, July 2025 '''''' '' '''''' ''.
# Mavlonbek Khomidov and Jong-Ha Lee, "Restoring Morphological Features in rPPG Signals using Generative Adversarial Networks with Time-Frequency Discriminator", ''' [https://ieeexplore.ieee.org/document/10879641 The 24th International Conference on Electronics, Information, and Communication (ICEIC 2025), IEEE] '''Japan, JAN. 2025'''''' '' '''''' ''.
# Mavlonbek Khomidov and Jong-Ha Lee, "Real-time polyp detection and segmentation in Colonoscopy", ''' [https://www.iceic.org/ The 24th International Conference on Electronics, Information, and Communication (ICEIC 2025)] '''Japan, JAN. 2025'''''' '' '''''' ''.
# Mavlonbek Khomidov and Jong-Ha Lee, "Improving the Accuracy of rPPG Signals using Machine Learning-Based Feature Restoration", ''' [https://www.iceic.org/ The 24th International Conference on Electronics, Information, and Communication (ICEIC 2025)] '''Japan, JAN. 2025'''''' '' '''''' ''.
# M. Khomidov and J. -H. Lee, "The Novel Estimation Algorithm of Heart Rate Variability and Stress Using Facial Video Analysis," ''' [https://ieeexplore.ieee.org/abstract/document/10782703 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),IEEE] '''Orlando, FL, USA, 2024, pp. 1-4'''''' '' '''''' ''.
# Khomidov M.E., “Application of wavelet transform to the processing of medical signals and images” scientific-practical conference "Application of high innovative technologies in preventive medicine" videoconference, page 1011, Uzbekistan, Andijan, June 2020 '' '''''' ''.
# Khomidov M.E, “Processing medical images using computer simulation in matlab” Republican scientific-practical conference "Application of high innovative technologies in preventive medicine" videoconference, page 1011, Uzbekistan, Andijan, June 2020'' ''' ''' ''.
# M.E. Khomidov, Najmetdinova K.G. “Modern informative diagnostic method” Republican scientific-practical conference on young scientists "Actual problems of medicine" ADTI April 27, 2018 '' '''''' ''.
== Academic and Professional Experiences = Domestic Conferences ===*2016 대한민국 창업리그 후속지원 해외연수 참가(Las Vegas / Silicon Valley # Khomidov Mavlonbek, Jong-Ha Lee, “Automated Screening of Irregular Cardiac Rhythms Using Remote Photoplethysmography”, The 67th Spring Conference of the Korean Society of Medical and Biological Engineering, May 7-9, 2026, Jeju, USA) Republic of Korea '' '''''' ''17.1.6(금) ~ 12(목) 과학기술정보통신부*Python과 Keras 기반 딥러닝 과정 이수(임베디드SW 전문인력 양성사업# Khomidov Mavlonbek, Chanil Kim, Jong-Ha Lee, “A Hybrid Video Processing Approach for Non-Contact Respiratory Rate Estimation”, 제35회 인공지능신호처리 학술대회, 한국교원단체총연합회) '1925. 109. 15(화)2025, Daegu, Republic of Korea '' '''''' ''. ~ 17(목) 산업통상자원부*R 기반 머신러닝 알고리즘 과정 이수(임베디드SW 전문인력 양성사업# Khomidov Mavlonbek, Jong-Ha Lee, "Non-Contact Stress Estimation Using Vision-Based Heart Rate Variability Analysis and Random Forest Learning Techniques", 대한의용생체공학회 2024년도 제63회 춘계학술대회, YBM 연수원) '192024. 705. 1(월)9-11, Yonsei University, Republic of Korea'' '''''' ''. ~ 3(수) 산업통상자원부*LabView 전문가과정(임베디드SW 전문인력 양성사업# Khomidov Mavlonbek, Jong-Ha Lee, Hongtaek Ju, “Vision Health: The Novel Computer Vision Based Continuous Vital Signs Monitoring for Future Mobility Healthcare System” 2023년 제61회 대한의용생체공학회 춘계학술대회, DB생명 연수원) '192023. 805. 21(수)11-13, Republic of Korea'' '''''' ''. ~ 23(금) 산업통상자원부*Matlab을 사용한 머신러닝(임베디드SW 전문인력 양성사업# Khomidov Mavlonbek, Jong-Ha Lee, Hongtaek Ju, “Towards Comfortable and Accessible Health Monitoring: Non-Contact Vital Sign Monitoring” Republican scientific-practical conference ", 대한전자공학회 제 33회 인공지능신호처리 학술대회, DB생명 연수원) '192023. 129. 1821 (수목). ~ 2022 (금) 산업통상자원부*인공지능 중급 과정(AI기술활용, 온라인) Daegu, Republic of Korea'' ''' ''' ''21. 10. 12(화). ~ 21.12.6(월) 한국IT비즈니스진흥협회{|| == Career ==*[[imagehttps:hwangces2016//e-univer.jpg | x160px | thumb|center | CES 2016 탐방(Las vegas)]adti.uz/ Andijan State Medical Institute]| [[image:ITAIbusiness2021.png | x160px | thumb|center | AI기술활용**Senior teacher(인공지능 중급과정2012-2021)이수증]]|}
* Postal (Visiting) Address: Department of Biomedical Engineering, College of Medicine ,Keimyung University, South Korea
* 주소: 대구광역시 달서구 신당동 계명대학교 백은관 523
* Phone: (+82) 10 53 - 5606 580 - 23783730
* Fax: (+82) 53 - 580 - 3730
* [mailto:eodnr9243@naver.com Email]: meen2378dr.mavlonbek@navergmail.com