Deep Learning in Diabetes Mellitus Detection and Diagnosis
暫譯: 糖尿病檢測與診斷中的深度學習

本書專注於基於深度學習的糖尿病檢測與診斷方法，包括預處理技術，這是該主題的重要組成部分。這是首本涵蓋糖尿病特定領域中基於深度學習方法的書籍。

Dr. Jyotismita Chaki is an Associate Professor at the School of Computer Science and Engineering, Vellore Institute of Technology, India. Holding a PhD in Engineering from Jadavpur University, Kolkata, her research focuses on Computer Vision, Image Processing, Pattern Recognition, Medical Imaging, Artificial Intelligence, and Machine Learning. With a prolific publication record, Dr. Chaki has authored over 50 international conference and journal papers and contributed to more than ten books as author or editor. Her editorial roles currently include Editor of Engineering Applications of Artificial Intelligence (Elsevier), Section Editor of PeerJ Computer Science, and Associate Editor for Computer and Electrical Engineering, Array, and Machine Learning with Applications journals (Elsevier). She is a Senior Member of IEEE.

Marcin Wozniak received the M.Sc. degree in applied mathematics, the Ph.D. degree in computational intelligence, the D.Sc. degree in computational intelligence and Full Professor honours from the President of Poland. M. Wozniak is currently a Full Professor with the Faculty of Applied Mathematics, Silesian University of Technology.

He is a Scientific Supervisor in editions of "The Diamond Grant" and "The Best of the Best" programs for highly talented students from the Polish Ministry of Science and Higher Education. He participated in various scientific projects (as Lead Investigator, Scientific Investigator, Manager, Participant and Advisor) at Polish, Italian and Lithuanian universities and projects with applied results at IT industry both funded from the National Centre for Research and Development and abroad. He was a Visiting Researcher with universities in Italy, Sweden, and Germany.

He has authored/coauthored over 300 research papers in international conferences and journals. His current research interests include neural networks with their applications together with various aspects of fuzzy logic and control, applied computational intelligence accelerated by evolutionary computation and federated learning models.

In 2017 Prof Marcin Wozniak was awarded by the Polish Ministry of Science and Higher Education with a scholarship for an outstanding young scientist. In years 2021 and 2024 he received two awards from the Polish Ministry of Science and Higher Education for research achievements. In 2020, 2021, 2022 and 2023 Prof Marcin Wozniak was presented among "TOP 2% Scientists in the World" by Stanford University for his career achievements. Prof Marcin Wozniak is also presented among the Best Computer Science Scientists in Poland by Research.com.

Marcin Wozniak is the Editorial Board member or an Editor for Biomedical Signal Processing and Control, Sensors, Machine Learning with Applications, Pattern Analysis and Applications. He also guest edit special issues ie. IEEE Journal Biomedical and Health Informatics, IEEE ACCESS, Measurement, Sustainable Energy Technologies and Assessments, Frontiers in Human Neuroscience, PeerJ CS, International Journal of Distributed Sensor Networks, Computational Intelligence and Neuroscience, Journal of Universal Computer Science, etc. Prof. Marcin Wozniak is a Session Chair at various international conferences and symposiums, including IEEE Symposium Series on Computational Intelligence, IEEE Congress on Evolutionary Computation, International Joint Conference on Neural Networks, etc.

Dr. Jyotismita Chaki 是印度維洛爾科技學院計算機科學與工程學院的副教授。她擁有加爾各答雅達布爾大學的工程博士學位，研究專注於計算機視覺、影像處理、模式識別、醫學影像、人工智慧和機器學習。Dr. Chaki 擁有豐富的出版紀錄，已發表超過 50 篇國際會議和期刊論文，並作為作者或編輯貢獻於十多本書籍。她目前的編輯角色包括《Engineering Applications of Artificial Intelligence》（Elsevier）的編輯、《PeerJ Computer Science》的區域編輯，以及《Computer and Electrical Engineering》、《Array》和《Machine Learning with Applications》期刊的副編輯（Elsevier）。她是 IEEE 的資深會員。

Marcin Wozniak 獲得應用數學碩士學位、計算智能博士學位、計算智能的科學博士學位以及波蘭總統授予的全職教授榮譽。M. Wozniak 目前是西里西亞科技大學應用數學系的全職教授。他是波蘭科學與高等教育部「鑽石獎學金」和「最佳中的最佳」計畫的科學監督，專為高才學生設立。他參與了多個科學項目（擔任首席研究員、科學研究員、經理、參與者和顧問），這些項目在波蘭、意大利和立陶宛的各大學進行，並在 IT 行業中產生應用結果，資金來自國家研究與發展中心及國外。他曾在意大利、瑞典和德國的多所大學擔任訪問研究員。

他已在國際會議和期刊上發表/共同發表超過 300 篇研究論文。他目前的研究興趣包括神經網絡及其應用，模糊邏輯和控制的各種方面，應用計算智能，並加速進化計算和聯邦學習模型。

在 2017 年，Marcin Wozniak 教授獲得波蘭科學與高等教育部頒發的傑出青年科學家獎學金。在 2021 年和 2024 年，他因研究成就獲得波蘭科學與高等教育部的兩項獎項。在 2020、2021、2022 和 2023 年，Marcin Wozniak 教授因其職業成就被史丹佛大學列為「全球前 2% 科學家」。Marcin Wozniak 教授也被 Research.com 評選為波蘭最佳計算機科學科學家之一。

Marcin Wozniak 是《Biomedical Signal Processing and Control》、《Sensors》、《Machine Learning with Applications》、《Pattern Analysis and Applications》的編輯委員會成員或編輯。他還擔任多個特刊的客座編輯，例如 IEEE Journal Biomedical and Health Informatics、IEEE ACCESS、Measurement、Sustainable Energy Technologies and Assessments、Frontiers in Human Neuroscience、PeerJ CS、International Journal of Distributed Sensor Networks、Computational Intelligence and Neuroscience、Journal of Universal Computer Science 等。Marcin Wozniak 教授在各種國際會議和研討會中擔任會議主席，包括 IEEE Symposium Series on Computational Intelligence、IEEE Congress on Evolutionary Computation、International Joint Conference on Neural Networks 等。