D7
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Machine Learning in Biomedical and Health Informatics
Machine learning is playing an indispensable role in framing clinical decisions and enhancing accuracy. This new book offers a comprehensive take on the field of biomedical and health informatics, discussing topics that include predictive health analytics, pandemic management, AI ethics, application and integration of Internet of Things and machine learning for effective healthcare, and more. The book covers a range of bioinformatics tools and methods and their relation to drug designing and drug screening using ML. Several chapters cover clustering techniques and other methods for analyzing human heart-related disorders. The authors also explore the use of ML in creating adaptive therapies for using chemotherapy and androgen deprivation therapy for prostate cancer and for tracking diseases such as Parkinson’s Speech, Covid-19, and others. Case studies are included that demonstrate the practical use of ML in healthcare informatics.
Routine Emergency
This book explores the meaning of life for Israelis from communities bordering the Gaza Strip, whose lives are bound to the intractable conflict between Israel and the Hamas regime. Based on a psychosocial qualitative study of narrative interviews, photographs, YouTube videos, and Facebook posts created by residents, the book presents the life stories of ordinary people, their perspectives of patriotism and Zionism, and their perceptions of the Gazan Palestinians. Routine Emergency captures these perspectives through analyses of residents’ interviews and photographs, the social media materials and poems fashioned from interviewees’ words. The results challenge simplistic notions of what it means to live in this warzone, offering a multi-layered analysis of life in this region, which alternates between being Heaven and Hell. Written in a reader-friendly format, Routine Emergency, offers new theoretical insights into societal beliefs connected to living in an intractable warzone on the personal, family, community and national levels.
