Privacy Preservation of Genomic and Medical Data

This book provides an in-depth exploration of the importance of privacy preservation in genomic and medical data, highlighting key technologies and laws.

In the digital age, the preservation of privacy regarding genomic and medical data has become increasingly critical. Privacy Preservation of Genomic and Medical Data delves into essential topics such as data security, standards, and privacy legislation. This comprehensive exploration enables researchers in biomedical informatics, computer privacy, and ethical, legal, and social implications (ELSI) to evaluate the latest advancements in techniques aimed at safeguarding human genomic data. The book presents a thorough understanding of the complexities surrounding data privacy in the context of evolving technologies.

The narrative begins with foundational concepts in modern molecular biology, including genomes, genomics, genetics, and transcriptomes. It covers vital methodologies like DNA sequencing and the roles of DNA-binding proteins, while also addressing the pressing privacy issues related to these topics. Furthermore, Privacy Preservation of Genomic and Medical Data emphasizes the significance of privacy in genomic data sources and the analytical tools employed in research, such as TensorFlow and Bio-Weka. The text also examines the impact of privacy laws, including HIPAA, alongside emerging technologies such as the Internet of Things (IoT), cloud computing, and blockchain.

This book serves as an invaluable resource for a diverse audience, including researchers in information technology, data mining, health informatics, and clinical informatics. It is also beneficial for security and privacy professionals in healthcare, as well as health policy developers in both public and private sectors. The concluding sections provide insights into future trends in genomic privacy and the potential applications of new technologies.