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I completed my master's degree at [[대문 | Artificial Intelligence in Computer Science and Computed Diagnosis Lab(AICD)]] Engineering at the Moscow State University of Technology "STANKIN"[httphttps://www.kmu.acstankin.krru/ Keimyung University], DaeguMoscow, South KoreaRussia. I majored in medical engineer at Keimyung Universityam currently pursuing a Ph. I have many patents so I also won two ministerial awardsD. I have been conducting research and development degree in many organizations such as Samsung Computer Science and Engineering at the Korea Institute of Parts. I have skills in developing algorithms and designing hardware through software. If you have any questions about development, please email us at [mailto:meen2378@naver.com mail] meen2378@naverKeimyung University.com

** Ph.D., Medicine Computer Science and Engineering (Mar. 20202022)** M.S[https://stankin.ru/ Moscow State University of Technology "STANKIN"], Moscow, Medicine (SeptRussia. 2018~2020)** BM.S., Biomedical Computer Science and Engineering (Mar. 20122009~20162011)* [httphttps://wwwtatuff.keisung.hs.kruz/ keisung High SchoolTashkent university of information technologies], DaeguFerghana, KoreaUzbekistan.** B.S., Computer science and information technologies (2005~2009) 

# pre) 황석민Mavlonbek Khomidov, 김동범Hojeong Kim and Jong-Ha Lee, 김유정“XGBoost and SHAP-Based Analysis of Risk Factors for Hypertension Classification in Korean Postmenopausal Women”, 김여린, 허진철, 박은빈, 이종하 "Fourier Ptychographic Microscopy 영상에서의 딥러닝 기반 디지털 염색 방법 연구" Bioengineering 2025, '' ''' [httphttps://www.kispsmdpi.or.krcom/2306-5354/12/6/ 융합신호처리학회논문지 659 ]''' ''# Khomidov Mavlonbek, (미정) volJong-Ha Lee. 21"The Novel EfficientNet Architecture-Based System and Algorithm to Predict Complex Human Emotions", NoAlgorithms. 4 2024, '' ''' [https: 183//www.mdpi.com/1999-194 2022년 12월.4893/17/7/285 ]''' ''# Si-Wook Lee, Seok-Min Hwang, Hee-Uk YeKhomidov Mavlonbek, Kyung-Jae Deokwoo Lee, WooChang-Young Jang, Yu-Ran HeoHyun Kim, and Jong-Ha Lee . "Accuracy of New Deep Learning ModelThe Real-Time Image Sequences-Based Segmentation and Key-Point Multi-Detection Method Stress Assessment Vision System for Ultrasonographic Developmental Dysplasia of the Hip (DDH) ScreeningMental Health" Electronics 2024, '' '''[https://doajwww.orgmdpi.com/2079-9292/article13/5ff414d5582743c19705e3ddc1a3031d11/ Diagnostics2180 ]'' ''', Vol 11, Iss 1174, p 1174 (2021)# Chan-Il KimKhomidov M.E., Seok-Min Hwang, Eun-Bin Park, Chang-Hee WonDeokwoo Lee, Jong-Ha Lee "Computer, “A Novel Contactless Blood Pressure Measurement System and Algorithm Based on Vision Intelligence”, Electronics 2023 , '' ''' [https://www.mdpi.com/2079-Aided Diagnosis Algorithm 9292/12/24/4898 ]''' ''# Khomidov M.E., Zaynidinov H.N “Application of Discrete Wavelet Transform for Classification Compression Data”, International Journal of Malignant Melanoma Using Deep Neural Networks" Advanced Research in Science, Engineering and Technology , '' '''[httpshttp://doajwww.orgijarset.com/upload/article2020/8d6d5efc38884625a5d00b1e365c3f84june/ Sensors39-dr-mulon-58.pdf ]'' ''', India, Vol 21. 7, Issue 6 , June 2020.# Khomidov M.E., Iss 5551Goipov 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]'' ''', p 5551 – № 8(202177), 2020.77.8-1 # 황석민Khomidov M.E, 이시욱Zokirjonov A. D., 이종하 "다중 트레이닝 기법을 이용한 MASK R-CNN의 초음파 DDH 각도 측정 진단 시스템 연구"Mamatqulova M.Z., “Biosensor devices for medical diagnostics and latest achievements in the field of biosensor technologies”., Scientific journal «Интернаука» '' ''' [httphttps://www.kispsinternauka.or.krorg/journal/science/internauka/ 융합신호처리학회논문지 100]''' '', № 18 (100), vol1, 2019 y. (p 21-23)# Khomidov M.E., Khomidova G.Zh., NoSabirov A. 4 A., Andijan State Medical Institute “Possibilities of ultrasound research in the diagnostics of uretrolithiasis”, Scientific methodical journal “Science issues”, '''[https: 183-194 2020년 12월//elibrary.ru/item.asp?id=45593717] '', №1(80) 2021.

# pre) Seok-Min Hwang, Chan-Il Kim, Eun-Bin Park, Mavlonbek Khomidov and Jong-Ha Lee , "The Novel Side Effects of Vaccines Detection Sensor with Electrocardiogram and ComputerNon-Aided Diagnostic AlgorithmContact Blood Pressure Estimation Using Remote Photoplethysmography Signals Extracted from Facial Video: A Deep Learning Approach" '' , '''[https://embcaapm.embsconfex.orgcom/aapm/2025am/meetingapp.cgi/2022Paper/ Engineering in Medicine and Biology 2022 (EMBC 2022)15595 AAPM 2025 67th Annual Meeting & Exhibition ]''', Washington DC, July 2025 '''''' '' '''''' '', July. 2022.# Seok-Min Hwang, Mavlonbek Khomidov and Jong-Ha Lee , "Accuracy of New Deep Learning ModelRestoring Morphological Features in rPPG Signals using Generative Adversarial Networks with Time-Based Segmentation and Key-Point Multi-Detection Method for Ultrasonographic Developmental Dysplasia of the Hip (DDH) '' Frequency Discriminator", '''[https://doiieeexplore.ieee.org/10.3390document/diagnostics11071174 Diagnostics 202110879641 The 24th International Conference on Electronics, Information, 11and Communication (7ICEIC 2025), 1174IEEE]'''Japan, JAN. 2025'''''' '' '''''' '', June. 2021.# Seok-Min Hwang, Mavlonbek Khomidov and Jong-Ha Lee , "The Novel Mask RReal-CNN-Based Auto Diagnostic System Using DDH angles on Ultrasound Imagestime polyp detection and segmentation in Colonoscopy" , '' '''[httphttps://microwww.daegucvbiceic.comorg/Main/?CID=780 12th The 24th International Conference on Intelligent Human Computer Interaction-2020 Electronics, Information, and Communication (IHCI 2020ICEIC 2025)]'''Japan, JAN. 2025'''''' '' '''''' '', Nov. 2020.# Seok-Min Hwang, Mavlonbek Khomidov and Jong-Ha Lee , "The Image Sequence Improving the Accuracy of rPPG Signals using Machine Learning-Based Driver Sleep Detection and AlgorithmFeature Restoration" , '' '''[httphttps://www.icmmi-conficeic.comorg/ IERI The 24th International Conference on Medical PhysicsElectronics, Information,Medical Engineering and Informatics 2020 Communication (ICMMI 2020ICEIC 2025)]'''Japan, JAN. 2025'''''' '' '''''' '', Feb. 2020.# SeokM. Khomidov and J. -Min HwangH. Lee, Jong-Ha Lee "The Image Sequence Based Driver Sleep Detection Novel Estimation Algorithm of Heart Rate Variability and AlgorithmStress Using Facial Video Analysis," '' '''[https://embcieeexplore.embsieee.org/2019abstract/document/ 10782703 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology 2019 Society (EMBC 2019),IEEE]'''Orlando, FL, USA, 2024, pp. 1-4'''''' '' '''''' '', Jul. 2019.# SeokKhomidov M.E., “Application of wavelet transform to the processing of medical signals and images” scientific-Min Hwangpractical conference "Application of high innovative technologies in preventive medicine" videoconference, Ji-Ae Parkpage 1011, Yoon-Nyun KimUzbekistan, Jong-Ha Lee "Image Sequence Based Heart Rate Extraction Algorithm Using Smart PhoneAndijan," June 2020 '' ''''' '''[http://www.ibec2014# Khomidov M.org/ international biomedical engineering E, “Processing medical images using computer simulation in matlab” Republican scientific-practical conference 2014 (IBEC 2014)]"Application of high innovative technologies in preventive medicine" videoconference, page 1011, Uzbekistan, Andijan, June 2020'' ''' ''' '', Nov. 2014.# Seok-Min HwangM.E. Khomidov, JongNajmetdinova K.G. “Modern informative diagnostic method” Republican scientific-Ha Lee, practical conference on young scientists "Actual problems of medicine"Bio-Image Sequence Based Heart Rate Calculation Method for Prognosis Heart DiseaseADTI April 27," 2018 '' '''[http://10times.com/icfmd The 5th International conference on frontiers of Manufacturing and Design science]''' '', Dec. 2014.

# 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]]|}

* Phone: (+82) 10 53 - 5606 580 - 23783730

* [mailto:eodnr9243@naver.com Email]: meen2378dr.mavlonbek@navergmail.com