libraries

According to Health Catalyst’s Director of Data Science Levi Thatcher, the main author of the project, these tools are tried and tested. Many of them are based on popular free software libraries in the general machine learning space: he mentions in particular the Python Scikit-learn library and the R language’s caret and and data.table libraries. The contribution of Health Catalyst is to build on these general tools to produce libraries tailored for the needs of health care facilities, with their unique populations, workflows, and billing needs. The company has used the libraries to deploy models related to operational, financial, and clinical questions. Eventually, Thatcher says, most of Health Catalyst’s applications will use predictive analytics based on healthcare.ai, and now other programmers can too...

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Sometimes we Open Access advocates tend to assume everybody is already on our side. You know, all our librarian and scientist colleagues out there. Surely by now they’ve seen the light. They understand the main issues and flavours of OA, can ably summarize the major arguments for OA and refute the major complaints against. Read More »

UC Press today announces Collabra and Luminos, two new open access programs for journal and monograph publishing.... Instead of retaining all funds generated from author article processing charges (APCs), UC Press directly compensates reviewers and editors for their work on the journal; reviewers and editors can then opt to pass these earnings on to an APC waiver fund that benefits other authors or to their institution’s open access fund.... At launch, Collabra will focus on three broad disciplinary areas: life and biomedical sciences, ecology and environmental science, and social and behavioral sciences.

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To sum it up: while all those libraries define their role quite differently, one thing is certain: digital technology is getting more and more important. This is what their plans are... Read More »