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[[image:mavlonbekheader2022.jpg|200px|thumb| [Faculty:Jong-Ha Lee (KR) | 마블론백 박사연구원 (2022년 10월)]]
== Short Biography ==
I completed my master's degree am an Assistant Professor in Computer Science and Engineering at the Moscow State University Department of Technology "STANKIN"[https://stankin.ru/], Moscow, RussiaBiomedical Engineering. I am currently pursuing a received my Ph.D. degree in Computer Science Engineering, specializing in Artificial Intelligence. My research focuses on machine learning, deep learning, computer vision, and Engineering at the 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 ]''' ''
=== 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'' ''' ''' ''.
=== Domestic Conferences ===
# 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, Republic of Korea '' '''''' ''.
# Khomidov Mavlonbek, Chanil Kim, Jong-Ha Lee, “A Hybrid Video Processing Approach for Non-Contact Respiratory Rate Estimation”, 제35회 인공지능신호처리 학술대회, 25.09.2025, Daegu, Republic of Korea '' '''''' ''.
# 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, 2024.05.9-11, Yonsei University, Republic of Korea'' '''''' ''.
# 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, 2023.05.11-13, Republic of Korea'' '''''' ''.
