Introduction to Biomedical Data Science


Book Description

Overview of biomedical data science -- Spreadsheet tools and tips -- Biostatistics primer -- Data visualization -- Introduction to databases -- Big data -- Bioinformatics and precision medicine -- Programming languages for data analysis -- Machine learning -- Artificial intelligence -- Biomedical data science resources -- Appendix A: Glossary -- Appendix B: Using data.world -- Appendix C: Chapter exercises.




Life-Cycle Decisions for Biomedical Data


Book Description

Biomedical research results in the collection and storage of increasingly large and complex data sets. Preserving those data so that they are discoverable, accessible, and interpretable accelerates scientific discovery and improves health outcomes, but requires that researchers, data curators, and data archivists consider the long-term disposition of data and the costs of preserving, archiving, and promoting access to them. Life Cycle Decisions for Biomedical Data examines and assesses approaches and considerations for forecasting costs for preserving, archiving, and promoting access to biomedical research data. This report provides a comprehensive conceptual framework for cost-effective decision making that encourages data accessibility and reuse for researchers, data managers, data archivists, data scientists, and institutions that support platforms that enable biomedical research data preservation, discoverability, and use.




Information Retrieval: A Biomedical and Health Perspective


Book Description

This extensively revised 4th edition comprehensively covers information retrieval from a biomedical and health perspective, providing an understanding of the theory, implementation, and evaluation of information retrieval systems in the biomedical and health domain. It features revised chapters covering the theory, practical applications, evaluation and research directions of biomedical and health information retrieval systems. Emphasis is placed on defining where current applications and research systems are heading in a range of areas, including their use by clinicians, consumers, researchers, and others. Information Retrieval: A Biomedical and Health Perspective provides a practically applicable guide to range of techniques for information retrieval and is ideal for use by both the trainee and experienced biomedical informatician seeking an up-to-date resource on the topic.




Informatics Education in Healthcare


Book Description

This heavily revised second edition defines the current state of the art for informatics education in medicine and healthcare. This field has continued to undergo considerable changes as the field of informatics continues to evolve. The book features extensively revised chapters addressing the latest developments in areas including relevant informatics concepts for those who work in health information technology and those teaching informatics courses in clinical settings, techniques for teaching informatics with limited resources, and the use of online modalities in bioinformatics research education. New topics covered include how to get appropriate accreditation for an informatics program, data science and bioinformatics education, and undergraduate health informatics education. Informatics Education in Healthcare: Lessons Learned addresses the broad range of informatics education programs and available techniques for teaching informatics. It therefore provides a valuable reference for all involved in informatics education.




Open Praxis, Open Access


Book Description

Many in the world of scholarship share the conviction that open access will be the engine of transformation leading to more culture, more research, more discovery, and more solutions to small and big problems. This collection brings together librarians, scholars, practitioners, policymakers, and thinkers to take measure of the open access movement. The editors meld critical essays, research, and case studies to offer an authoritative exploration of the concept of openness in scholarship, with an overview of how it is evolving in the US, Canada, Europe, and Asia; open access publishing, including funding models and the future of library science journals; the state of institutional repositories; Open Educational Resources (OER) at universities and a consortium, in subject areas ranging from literary studies to textbooks; and open science, open data, and a pilot data catalog for raising the visibility of protected data.




Information Management and Big Data


Book Description

This book constitutes the refereed proceedings of the 5th International Conference on Information Management and Big Data, SIMBig 2018, held in Lima, Peru, in September 2018. The 34 papers presented were carefully reviewed and selected from 101 submissions. The papers address issues such as data mining, artificial intelligence, Natural Language Processing, information retrieval, machine learning, web mining.




The Engaged Health Sciences Library Liaison


Book Description

Liaison roles are generally commonplace in medical and health sciences libraries as librarians strive to develop and enhance relationships and collaborations with clinicians and faculty. While the liaison of the past acted primarily as the main contact between respective departments and the library providing a facilitative function (e.g. arranging for instruction sessions, inviting feedback on the collection, providing updates on new programs and services, etc.), today’s liaison activities are more proactive and robust. The Engaged Health Sciences Library Liaison features ten program descriptions that illustrate how the reach and scope of librarians in the medical/healthcare arena has changed dramatically since the inception of liaison services. The program outcomes described: illustrate a direct impact on curriculum development, address new information types with new access and preservation technologies, expand stakeholder groups, create research and teaching collaborations, and enhance functional roles. This authoritative book copublished by the Medical Library Association demonstrates thatcollaboration and communication, the basic tenets of a liaison program, breed innovative programs and services that are relevant, current, and valuable.




Open Science by Design


Book Description

Openness and sharing of information are fundamental to the progress of science and to the effective functioning of the research enterprise. The advent of scientific journals in the 17th century helped power the Scientific Revolution by allowing researchers to communicate across time and space, using the technologies of that era to generate reliable knowledge more quickly and efficiently. Harnessing today's stunning, ongoing advances in information technologies, the global research enterprise and its stakeholders are moving toward a new open science ecosystem. Open science aims to ensure the free availability and usability of scholarly publications, the data that result from scholarly research, and the methodologies, including code or algorithms, that were used to generate those data. Open Science by Design is aimed at overcoming barriers and moving toward open science as the default approach across the research enterprise. This report explores specific examples of open science and discusses a range of challenges, focusing on stakeholder perspectives. It is meant to provide guidance to the research enterprise and its stakeholders as they build strategies for achieving open science and take the next steps.




Cases on Establishing Effective Collaborations in Academic Libraries


Book Description

The forming and nurturing of new partnerships and collaborations is a critical component of librarianship. Academic libraries have a long history of collaboration within the library, across their institutions, and in their local communities. However, forming new partnerships can be time-consuming, and at times frustrating, leaving important opportunities, connections, and projects unrealized. Cases on Establishing Effective Collaborations in Academic Libraries presents case studies on effective collaborations in a variety of settings with different objectives, staffing levels, and budgets that have proven to be successful in creating and maintaining strong and productive partnerships. It identifies and shares the role of the academic library in developing effective partnerships and collaborations within academia and the broader community. Covering topics such as controlled digital lending, research computing, and college readiness enhancement, this premier reference source is a vital resource for librarians and libraries, consortiums, university administrators, students and educators of higher education, community leaders, researchers, and academicians.