Computational Intelligence and Blockchain in Biomedical and Health Informatics

計算智能的進步，包括人工智慧、機器學習和數據分析，已經徹底改變了我們處理和分析生物醫學及健康數據的方式。這些技術提供了理解複雜生物系統、改善疾病診斷等方面的新方法。

Dr. Pankaj Bhambri works in the Department of Information Technology at Ludhiana's Guru Nanak Dev Engineering College. He serves as the Institute's Coordinator, Skill Enhancement Cell, and has almost two decades of teaching experience. He earned his M.Tech. (CSE) and a B.E. (IT) with honors from the I.K.G. Punjab Technical University, Jalandhar, India, and Dr. B.R. Ambedkar University, Agra, India, respectively. Dr. Bhambri earned his doctorate in computer science and engineering from the I.K.G. Punjab Technical University, Jalandhar, India. His research has appeared in a variety of prestigious international/national journals and conference proceedings and he has contributed to numerous books and has also filed several patents. Dr. Bhambri has been awarded the ISTE Best Teacher Award in 2023 and 2022, the I2OR National Award in 2020, the Green ThinkerZ Top 100 International Distinguished Educators in 2020, the I2OR Outstanding Educator Award in 2019, the LCHC Best Teacher Award in 2007, the CIPS Rashtriya Rattan Award in 2008, and the SAA Distinguished Alumni Award in 2012 along with countless other accolades from various government and non-profit organizations. Machine Learning, Bioinformatics, Wireless Sensor Networks, and Network Security are his areas of interest.

Dr. Sita Rani is working as an Assistant Professor in the Department of Computer Science and Engineering at Guru Nanak Dev Engineering College, Ludhiana. She has served as Deputy Dean (Research) at Gulzar Group of Institutions, Khanna (Punjab). Dr. Rani completed her B.Tech and M.Tech degrees in the faculty of Computer Science and Engineering from Guru Nanak Dev Engineering College, Ludhiana. She earned her Ph.D. in Computer Science and Engineering from I.K.Gujral Punjab Technical University, Kapurthala, Punjab in the year 2018 and has more than 19 years of teaching experience. She is the receiver of ISTE Section Best Teacher Award- 2020, and International Young Scientist Award-2021. She has contributed to various research activities while publishing articles in renowned journals and conference proceedings. She has three international patents to her credit as well. Her research interest includes Parallel and Distributed Computing, Machine Learning, and the Internet of Things (IoT).

Dr. Muhammad Fahim is a Lecturer (Assistant Professor) in AI theme at the School of Electronics, Electrical Engineering and Computer Science (EEECS), Queen's University Belfast, and a member of the Centre for Data Sciences and Scalable Computing (DSSC), and hold a fellowship Global Institute for Innovation. Fahim worked as an Assistant Professor at the Institute of Data Science and Artificial Intelligence, Innopolis University, Russia from Sept. 2017 to June 2021. He also served as an Assistant Professor in the Department of Computer Engineering at Istanbul Sabahattin Zaim University, Istanbul, Turkey, and led a machine learning research lab for 3 years (i.e., Sept. 2014 to Aug. 2017). Fahim earned Ph.D. in Artificial Intelligence and made a significant contribution to the ubiquitous lifecare research center in Seoul, South Korea. His contributions to this field are based on the design and development of novel machine-learning models to process the sensory data streams collected in smart environments including smart homes, buildings, and wearables.

Dr. Pankaj Bhambri 目前在盧迪亞納的古魯納納克德夫工程學院資訊科技系任職。他擔任該機構的協調員及技能提升小組，擁有近二十年的教學經驗。他在印度賈蘭達爾的 I.K.G. Punjab Technical University 獲得 M.Tech. (CSE) 學位，並在印度阿格拉的 Dr. B.R. Ambedkar University 獲得榮譽 B.E. (IT) 學位。Bhambri 博士在印度賈蘭達爾的 I.K.G. Punjab Technical University 獲得計算機科學與工程的博士學位。他的研究成果發表於多個知名的國際/國內期刊和會議論文集中，並為多本書籍作出貢獻，還申請了多項專利。Bhambri 博士於 2023 年和 2022 年獲得 ISTE 最佳教師獎，2020 年獲得 I2OR 國家獎，2020 年被評選為 Green ThinkerZ 全球前 100 位傑出教育者，2019 年獲得 I2OR 傑出教育者獎，2007 年獲得 LCHC 最佳教師獎，2008 年獲得 CIPS Rashtriya Rattan 獎，2012 年獲得 SAA 傑出校友獎，以及來自各種政府和非營利組織的無數其他榮譽。他的研究興趣包括機器學習、生物資訊學、無線感測網路和網路安全。

Dr. Sita Rani 目前在古魯納納克德夫工程學院的計算機科學與工程系擔任助理教授。她曾在古爾扎爾集團機構（Khanna, Punjab）擔任副院長（研究）。Rani 博士在古魯納納克德夫工程學院完成了計算機科學與工程的 B.Tech 和 M.Tech 學位。她於 2018 年在 I.K. Gujral Punjab Technical University 獲得計算機科學與工程的博士學位，並擁有超過 19 年的教學經驗。她獲得了 2020 年 ISTE 區域最佳教師獎和 2021 年國際青年科學家獎。她參與了各種研究活動，並在知名期刊和會議論文集中發表文章。她還擁有三項國際專利。她的研究興趣包括平行與分散計算、機器學習和物聯網（IoT）。

Dr. Muhammad Fahim 是貝爾法斯特女王大學電子、電氣工程與計算機科學學院（EEECS）AI 主題的講師（助理教授），並且是數據科學與可擴展計算中心（DSSC）的成員，還擁有全球創新研究所的獎學金。Fahim 曾於 2017 年 9 月至 2021 年 6 月在俄羅斯 Innopolis University 的數據科學與人工智慧研究所擔任助理教授。他還曾在土耳其伊斯坦堡的伊斯坦堡薩巴哈丁扎伊姆大學計算機工程系擔任助理教授，並領導了一個機器學習研究實驗室三年（即 2014 年 9 月至 2017 年 8 月）。Fahim 獲得人工智慧博士學位，並對位於南韓首爾的無處不在的生命照護研究中心做出了重要貢獻。他在該領域的貢獻基於設計和開發新型機器學習模型，以處理在智能環境（包括智能家居、建築和可穿戴設備）中收集的感測數據流。