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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 in Computer Science and Engineering at the Moscow State University of Technology "STANKIN"[https://stankin.ru/], Moscow, Russia. I majored am currently pursuing a Ph.D. degree in computer science Computer Science and engineer Engineering at the Keimyung University.
== Education ==
== 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 '' '''''' ''.
# Seok-Min HwangKhomidov M.E, Jong“Processing medical images using computer simulation in matlab” Republican scientific-Ha Lee practical conference "Accuracy Application of New Deep Learning Model-Based Segmentation and Key-Point Multi-Detection Method for Ultrasonographic Developmental Dysplasia of the Hip (DDH) '' '''[https://doi.org/10.3390/diagnostics11071174 Diagnostics 2021high innovative technologies in preventive medicine" videoconference, page 1011, 11(7)Uzbekistan, 1174]''' ''Andijan, June. 2021.# Seok-Min Hwang, Jong-Ha Lee "The Novel Mask R-CNN-Based Auto Diagnostic System Using DDH angles on Ultrasound Images" '' '''[http://micro.daegucvb.com/Main/?CID=780 12th International Conference on Intelligent Human Computer Interaction-2020 (IHCI 2020)]''' '', Nov. 2020.# Seok-Min Hwang, Jong-Ha Lee "The Image Sequence Based Driver Sleep Detection and Algorithm" '' '''[http://www.icmmi-conf.com/ IERI International Conference on Medical Physics,Medical Engineering and Informatics 2020 (ICMMI 2020)]''' '', Feb. 2020.# Seok-Min Hwang, Jong-Ha Lee "The Image Sequence Based Driver Sleep Detection and Algorithm" '' '''[https://embcM.embsE.org/2019/ Engineering in Medicine and Biology 2019 (EMBC 2019)]''' ''Khomidov, JulNajmetdinova K. 2019G.# Seok“Modern informative diagnostic method” Republican scientific-Min Hwang, Ji-Ae Park, Yoon-Nyun Kim, Jong-Ha Lee practical conference on young scientists "Image Sequence Based Heart Rate Extraction Algorithm Using Smart Phone,Actual problems of medicine" '' '''[http://www.ibec2014.org/ international biomedical engineering conference 2014 (IBEC 2014)]''' ''ADTI April 27, Nov. 2014.# Seok-Min Hwang, Jong-Ha Lee, "Bio-Image Sequence Based Heart Rate Calculation Method for Prognosis Heart Disease," 2018 '' '''[http://10times.com/icfmd The 5th International conference on frontiers of Manufacturing and Design science]''' '', Dec. 2014.
=== Domestic Conferences ===
# 황석민Khomidov Mavlonbek, 장지현Jong-Ha Lee, 김지현“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, 이종하 "비접촉 영상시퀀스 기반 운전자 졸음 측정 시스템 및 알고리즘 개발"2026, Jeju, Republic of Korea '' ''' [http://www.kisps.or.kr/ 2019 한국융합신호처리학회 하계학술대회(Conference of Korea Institute of Convergence Signal Processing 2019) ]''' '', 2019년 6월.# 황석민Khomidov Mavlonbek, Chanil Kim, Jong-Ha Lee, 노용준“A Hybrid Video Processing Approach for Non-Contact Respiratory Rate Estimation”, 장지현제35회 인공지능신호처리 학술대회, 이종하25.09.2025, "비접촉 영상시퀀스 기반 운전자 졸음 측정 시스템 및 알고리즘 개발"Daegu, Republic of Korea '' '''[http://www.kosombe.or.kr 2019년도 대한의용생체학회 춘계학술대회(The Korea Society of Medical & Biological Engiering 2019)]''' '', 2019년 5월.# 황석민Khomidov Mavlonbek, 구정훈Jong-Ha Lee, 김윤년"Non-Contact Stress Estimation Using Vision-Based Heart Rate Variability Analysis and Random Forest Learning Techniques", 허윤석대한의용생체공학회 2024년도 제63회 춘계학술대회, 박희준2024.05.9-11, 이종하, "Fourier Descriptor를 이용한 영상 시퀀스 기반 맥박 측정 알고리즘 연구"Yonsei University, Republic of Korea'' '''[http://www.kosombe.or.kr 2013년도 대한의용생체학회 추계학술대회(The Korea Society of Medical & Biological Engiering 2013)]''' '', 2013년 11월.# 김찬일Khomidov Mavlonbek, 양수Jong-Ha Lee, 황석민Hongtaek Ju, 이종하“Vision Health: The Novel Computer Vision Based Continuous Vital Signs Monitoring for Future Mobility Healthcare System” 2023년 제61회 대한의용생체공학회 춘계학술대회, "유방암 초음파 영상과 머신러닝 기법을 이용한 컴퓨터 보조 진단 알고리즘 설계2023.05.11-13," Republic of Korea'' ''''' '''[http.# Khomidov Mavlonbek, Jong-Ha Lee, Hongtaek Ju, “Towards Comfortable and Accessible Health Monitoring://confer2015Non-Contact Vital Sign Monitoring” Republican scientific-practical conference ", 대한전자공학회 제 33회 인공지능신호처리 학술대회, 2023.ieieweb9.org/user/index.asp 2015년도 대한전자공학회 하계종합학술대회 21 (목) ~ 22 (IEIE 2015금)], Daegu, Republic of Korea'' ''' ''' '', Jun. 2015.
== Academic and Professional Experiences Career ==*2016 대한민국 창업리그 후속지원 해외연수 참가(Las Vegas [https:// Silicon Valley , USA) '17e-univer.1adti.6(금) ~ 12(목) 과학기술정보통신부*Python과 Keras 기반 딥러닝 과정 이수(임베디드SW 전문인력 양성사업, 한국교원단체총연합회) '19. 1. 15(화). ~ 17(목) 산업통상자원부uz/ Andijan State Medical Institute]*R 기반 머신러닝 알고리즘 과정 이수(임베디드SW 전문인력 양성사업, YBM 연수원) '19. 7. 1(월). ~ 3(수) 산업통상자원부*LabView 전문가과정Senior teacher(임베디드SW 전문인력 양성사업, DB생명 연수원2012-2021) '19. 8. 21(수). ~ 23(금) 산업통상자원부*Matlab을 사용한 머신러닝(임베디드SW 전문인력 양성사업, DB생명 연수원) '19. 12. 18(수). ~ 20(금) 산업통상자원부*인공지능 중급 과정(AI기술활용, 온라인) '21. 10. 12(화). ~ 21.12.6(월) 한국IT비즈니스진흥협회{|| [[image:hwangces2016.jpg | x160px | thumb|center | CES 2016 탐방(Las vegas)]]| [[image:ITAIbusiness2021.png | x160px | thumb|center | AI기술활용(인공지능 중급과정)이수증]]|}
==Contact Information==
* 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
