7th Eai International Conference on Computer Science and Engineering in Health Services: Compse 2023
暫譯: 第七屆EAI國際健康服務計算機科學與工程會議：Compse 2023

本書為第七屆EAI國際健康服務計算機科學與工程會議（COMPSE 2023）的經過審稿的會後論文集，會議於2023年11月16日至17日在墨西哥城舉行。所呈現的完整論文經過仔細審查並從數十篇投稿中選出。論文依主題分組：COVID-19疫情帶來的工具應用；健康服務；計算機與數據科學；以及物流與供應鏈中的工業4.0。內容對研究人員、學者、學生及專業人士均具相關性。

Jose Antonio Marmolejo-Saucedo is a professor at National Autonomous University of Mexico, Mexico. His research is on operations research, digital twins development, large-scale optimization techniques, computational techniques and analytical methods for planning, operations, and control of electric energy and logistic systems. He is particularly interested in topics related to artificial intelligence, digital twins, the Internet of things and Industry 4.0. Currently, Prof. Marmolejo, together with his graduate students, leads the laboratory for the development of digital twins in companies and businesses. He received his Ph. D in Operations Research (Hons) at the National Autonomous University of Mexico. At present, he has the first-highest country-wide distinction granted by the Mexican National System of Research Scientists for scientific merit (SNI Fellow, Level 3). He is a member of the Network for Decision Support and Intelligent Optimization of Complex and Large-Scale Systems and Mexican Society for Operations Research. He has co-authored research articles in science citation index journals, conference proceedings, presentations, books, and book chapters.

Dr. Idalia Flores de la Mota received a Master with honors, being awarded the Gabino Barreda Medal for the best average of her generation, in the Faculty of Engineering of the UNAM, where she also obtained her Ph.D. in Operations Research. Dr. Flores is a referee and a member of various Academic Committees at CONACYT as well as being a referee for journals such as Journal of Applied Research and Technology, the Center of Applied Sciences and Technological Development, UNAM and the Transactions of the Society for Modeling and Simulation International. She is a full time professor at the Postgraduate Program at UNAM and her research interests lie in simulation and optimization of production and service systems.

Roman Rodriguez-Aguilar is a professor in the Faculty of Economic and Business Sciences of the Universidad Panamericanain Mexico. His research is on large-scale mathematical optimization, evolutionary computation, statistical learning, computational intelligence, health economics, energy economics, mathematical finance, competition, and market regulation. He received his Ph.D. at the School of Economics at the National Polytechnic Institute, Mexico. He also has a master's degree in Engineering from the School of Engineering at the National University of Mexico (UNAM), a master's degree in Administration and Public Policy from the School of Government and Public Policy at Monterrey Institute of Technology and Higher Education, a postgraduate in Applied Statistics at the Research Institute in Applied Mathematics and Systems of the UNAM and his degree in Economics at the UNAM. Before joining Panamericana University, he worked as a specialist in economics, statistics, simulation, finance, and optimization, occupying different management positions in various public and private entities such as the Ministry of Energy, Ministry of Finance, and Ministry of Health. He has co-authored many research articles in science citation index journals, conference proceedings, presentations, and book chapters. Professor Rodríguez has supervised many MSc. and Ph.D. Students. He is a member of the National System of Researchers Level II of CONACYT in Mexico.

Liliana Marmolejo-Saucedo. Saucedo. Doctor from the AutonomousUniversity of the State of Morelos. Master in Health Services Administration from the National Institute of Public Health, Mexico. Master in Public Health with a concentration in Epidemiology from theNational Institute of Public Health, Mexico. Managerial and clinical experience in first and second-level care units: DeputyMedical. Director of the ''Dr.Rafael Barba Ocampo''; Medical Specialist in Epidemiology at the ''Dr. Rafael Barba Ocampo'' in the ISSSTE Morelos delegation; Physician supervisor of the three levels of care of the National Center for Gender Equity and Reproductive Health through the Comprehensive Womens Care team; State Deputy Director of Seguro Popular in the State of Morelos. She has participated as a researcher at the National Institute of Public Health (CISP) on health care costs for cervical cancer and the cost-effectiveness of the HPV vaccine; Likewise in teaching activities such as counseling and synodal of INSP students. Since 2009 she has been State Manager of Respiratory Infections and Diarrheal Diseases Program in Children under 5 years of age. Her interests focus on public health and care through digital technologies.

Miriam Rodriguez-Aguilar is a specialist in Psychiatry and has a subspecialty in psychogeriatrics, is graduated from the National Autonomous University of Mexico (UNAM). She has worked as an academic at the UNAM Faculty of Medicine in the mental health division.She works as a medical specialist at the Mexican Social Security Institute (IMSS), her areas of interest are mental health, health systems, out-of-pocket spending, and digitalization of health services.

Igor Litvinchev received his M.Sc. degree in Applied Mathematics from Moscow Institute of Physics and Technology (Fizteh), Russia; Ph.D. in Systems Theory and Operations Research and Dr. Sci. (Habilitation) in Systems Modeling and Optimization from Computing Center, Russian Academy of Sciences, Moscow. He is currently a Professor at Nuevo Leon State University (UANL), Mexico. His research is focused on large-scale systems modeling, optimization, and control with interdisciplinary applications. Professor Litvinchev is an author of 4 books and an editor of 11 more books published by Kluwer, Springer, and Elsevier. He published more than 90 research papers in leading international journals and served on Program and Organizing Committees for more than 60 international conferences. His research was supported by more than 30 grants from NATO Scientific Affairs Division and European Community; ISF (USA) and RFBR (Russia); CNPq and FAPESP (Brasil); BRFBR (Belarus); CONACYT, PROMEP and PAICYT (Mexico). Professor Litvinchev is a member of the Russian Academy of Natural Sciences and Mexican Academy of Sciences. He is a co-founder of Mexican Society of Operations Research and Mexican Logistics and Supply Chain Association.

Dr. Pandian Vasant is a senior lecturer at Universiti Teknologi Petronas, Malaysia and an Editor-in-Chief of International Journal of Energy Optimization and Engineering (IJEOE). He holds Ph.D. in Computational Intelligence (UNEM, Costa Rica), M.Sc. (University Malaysia Sabah, Malaysia, Engineering Mathematics) and B.Sc. (Hons, Second Class Upper) in Mathematics (University of Malaya, Malaysia). His research interests include Soft Computing, Hybrid Optimization, Innovative Computing and Applications. He has co-authored research articles in journals, conference proceedings, presentation, special issues guest editor, book chapters (248 publications indexed in Web of Science) and General Chair of EAI International Conference on Computer Science and Engineering in Penang, Malaysia (2016) and Bangkok, Thailand (2018). In the year 2009 and 2015, Dr. Pandian Vasant was awarded top reviewer and outstanding reviewer for the journal Applied Soft Computing (Elsevier). He has 27 years of working experiences at the universities. Currently he is an Editor-in-Chief of International Journal of Energy Optimization and Engineering, and Member of AMS (USA), NAVY Research Group (TUO, Czech Republic) and MERLIN Research Group (TDTU, Vietnam).

Dr. Utku Kose received the B.S. degree in 2008 from computer education of Gazi University, Turkeyas a faculty valedictorian. He received M.S. degree in 2010 from Afyon Kocatepe University, Turkey in the field of computer and D.S. / Ph. D. degree in 2017 from Selcuk University, Turkey in the field of computer engineering. Between 2009 and 2011, he has worked as a Research Assistant in Afyon Kocatepe University. Following, he has also worked as a Lecturer and Vocational School - Vice Director in Afyon Kocatepe University between 2011 and 2012, as a Lecturer and Research Center Director in Usak University between 2012 and 2017, and as an Assistant Professor in Suleyman Demirel University between 2017 and 2019. Currently, he is an Associate Professor in Suleyman Demirel University, Turkey. He has more than 200 publications including articles, authored and edited books, proceedings, and reports. He is also one of the editors of the Biomedical and Robotics Healthcare (CRC Press) and Computational Modeling Applications for Existential Risks (Elsevier) book series. His research interestincludes artificial intelligence, machine ethics, artificial intelligence safety, biomedical applications, optimization, the chaos theory, distance education, e-learning, computer education, and computer science.

何塞·安東尼奧·馬爾莫萊霍-索薇多（Jose Antonio Marmolejo-Saucedo）是墨西哥國立自治大學的教授。他的研究領域包括運籌學、數位雙胞胎開發、大規模優化技術、計算技術以及電能和物流系統的規劃、運營和控制的分析方法。他特別對人工智慧、數位雙胞胎、物聯網和工業4.0等主題感興趣。目前，馬爾莫萊霍教授與他的研究生一起，領導一個專注於企業和商業數位雙胞胎開發的實驗室。他在墨西哥國立自治大學獲得運籌學博士學位（榮譽）。目前，他擁有墨西哥國家研究科學家系統頒發的全國最高榮譽（SNI Fellow，三級）。他是複雜和大規模系統決策支持與智能優化網絡的成員，以及墨西哥運籌學會的成員。他共同撰寫了多篇發表於科學引文索引期刊的研究文章、會議論文、報告、書籍和書籍章節。

伊達莉亞·弗洛雷斯·德拉·莫塔（Idalia Flores de la Mota）博士以優異成績獲得碩士學位，並因其世代最佳平均成績獲得加比諾·巴雷達獎章，於國立自治大學工程學院獲得碩士學位，並在該校獲得運籌學博士學位。弗洛雷斯博士是CONACYT的多個學術委員會的評審和成員，並擔任《應用研究與技術期刊》、《應用科學與技術發展中心》、《國立自治大學期刊》和《國際模擬與建模學會會刊》的評審。她是國立自治大學研究所的全職教授，研究興趣集中在生產和服務系統的模擬與優化。

羅曼·羅德里格斯-阿吉拉（Roman Rodriguez-Aguilar）是墨西哥泛美大學經濟與商業科學學院的教授。他的研究領域包括大規模數學優化、進化計算、統計學習、計算智能、健康經濟學、能源經濟學、數學金融、競爭和市場監管。他在墨西哥國立工業大學經濟學院獲得博士學位。他還擁有國立自治大學工程學院的工程碩士學位、蒙特雷科技與高等教育學院的行政與公共政策碩士學位、國立自治大學應用數學與系統研究所的應用統計研究生學位，以及國立自治大學的經濟學學位。在加入泛美大學之前，他曾在能源部、財政部和衛生部等多個公共和私營機構擔任經濟學、統計學、模擬、金融和優化的專家，並擔任不同的管理職位。他共同撰寫了多篇發表於科學引文索引期刊的研究文章、會議論文、報告和書籍章節。羅德里格斯教授指導了許多碩士和博士生。他是墨西哥CONACYT國家研究系統的二級成員。

莉莉安娜·馬爾莫萊霍-索薇多（Liliana Marmolejo-Saucedo）博士畢業於莫雷洛斯州立自治大學，擁有健康服務管理碩士學位，並獲得墨西哥國立公共衛生研究所的公共衛生碩士學位，專注於流行病學。她在第一和第二級護理單位擁有管理和臨床經驗，曾擔任「拉斐爾·巴爾巴·奧坎波醫生」的副醫療主任；在ISSSTE莫雷洛斯分會擔任流行病學醫學專家；擔任國家性別平等與生殖健康中心的三個護理層級的醫生監督；以及在莫雷洛斯州擔任Seguro Popular的州副主任。她曾參與國立公共衛生研究所（CISP）關於子宮頸癌的醫療成本和HPV疫苗的成本效益的研究；同時也參與教學活動，如INSP學生的輔導和評議。自2009年以來，她一直擔任5歲以下兒童呼吸道感染和腹瀉疾病計劃的州經理。她的興趣集中在公共衛生和通過數位技術的護理。

米莉亞姆·羅德里格斯-阿吉拉（Miriam Rodriguez-Aguilar）是精神病學專家，並擁有老年精神病學的次專科，畢業於墨西哥國立自治大學（UNAM）。她在UNAM醫學院的心理健康部門擔任學術工作。她在墨西哥社會保障機構（IMSS）擔任醫學專家，研究興趣包括心理健康、健康系統、自付費支出和健康服務的數位化。

伊戈爾·利特文切夫（Igor Litvinchev）於俄羅斯莫斯科物理技術學院（Fizteh）獲得應用數學碩士學位；在俄羅斯科學院計算中心獲得系統理論和運籌學博士學位及系統建模和優化的科學博士學位（Habilitation）。他目前是墨西哥新萊昂州立大學（UANL）的教授。他的研究專注於大規模系統建模、優化和控制，並具有跨學科應用。利特文切夫教授是4本書的作者，並編輯了另外11本由Kluwer、Springer和Elsevier出版的書籍。他在國際領先的期刊上發表了90多篇研究論文，並在60多個國際會議的程序和組織委員會中任職。他的研究得到了來自北約科學事務部和歐洲共同體、ISF（美國）和RFBR（俄羅斯）、CNPq和FAPESP（巴西）、BRFBR（白俄羅斯）、CONACYT、PROMEP和PAICYT（墨西哥）等30多個資助的支持。利特文切夫教授是俄羅斯自然科學院和墨西哥科學院的成員。他是墨西哥運籌學會和墨西哥物流與供應鏈協會的共同創始人。

潘迪安·瓦桑特（Pandian Vasant）博士是馬來西亞石油科技大學的高級講師，並擔任《國際能源優化與工程期刊》（IJEOE）的主編。他擁有計算智能的博士學位（UNEM，哥斯大黎加）、工程數學的碩士學位（馬來西亞沙巴大學）和數學的學士學位（榮譽，二級上等，馬來亞大學）。他的研究興趣包括軟計算、混合優化、創新計算和應用。他共同撰寫了多篇發表於期刊、會議論文、報告、特刊客座編輯、書籍章節（248篇發表於Web of Science索引）以及2016年和2018年在馬來西亞檳城和泰國曼谷舉辦的EAI國際計算機科學與工程會議的總主席。2009年和2015年，潘迪安·瓦桑特博士因其在《應用軟計算期刊》（Elsevier）中的評審工作獲得最佳評審和傑出評審獎。他在大學擁有27年的工作經驗。目前，他是《國際能源優化與工程期刊》的主編，並且是美國AMS、捷克共和國TUO的海軍研究小組和越南TDTU的MERLIN研究小組的成員。

烏特庫·科斯（Utku Kose）博士於2008年獲得土耳其加茲大學計算機教育學士學位，並以優異成績畢業。他於2010年在土耳其阿夫永科卡特佩大學獲得計算機碩士學位，並於2017年在土耳其塞爾丘克大學獲得計算機工程的博士學位。2009年至2011年間，他在阿夫永科卡特佩大學擔任研究助理。隨後，他於2011年至2012年在阿夫永科卡特佩大學擔任講師和職業學校副主任，2012年至2017年在烏薩克大學擔任講師和研究中心主任，2017年至2019年在蘇萊曼·德米雷爾大學擔任助理教授。目前，他是土耳其蘇萊曼·德米雷爾大學的副教授。他擁有超過200篇的出版物，包括文章、著作和編輯的書籍、會議論文和報告。他也是《生物醫學與機器人醫療》（CRC Press）和《存在風險的計算建模應用》（Elsevier）書系的編輯之一。他的研究興趣包括人工智慧、機器倫理、人工智慧安全、生物醫學應用、優化、混沌理論、遠程教育、電子學習、計算機教育和計算機科學。