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scikit-learn (formerly scikits.learn and also known as sklearn) is a free and open-source machine learning library for the Python programming language. [3] It features various classification, regression and clustering algorithms including support-vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific ...
The Healthcare Effectiveness Data and Information Set (HEDIS) is a widely used set of performance measures in the managed care industry, developed and maintained by the National Committee for Quality Assurance (NCQA). HEDIS was designed to allow consumers to compare health plan performance to other plans and to national or regional benchmarks.
The surveys are free to anyone who wants to use them. They focus on aspects of healthcare quality that patients find important and are well-equipped to assess, such as the communication skills of providers and ease of access to healthcare services. [2] To customize a standardized CAHPS survey, users can add questions on a variety of topics.
The scikit-multiflow library is implemented under the open research principles and is currently distributed under the BSD 3-clause license. scikit-multiflow is mainly written in Python, and some core elements are written in Cython for performance. scikit-multiflow integrates with other Python libraries such as Matplotlib for plotting, scikit-learn for incremental learning methods [4 ...
popHealth is an open source software tool that generates population health reporting for clinical quality measures for the Centers for Medicare & Medicaid Services Meaningful Use program. popHealth integrates with a provider's electronic health record (EHR) to produce summary quality measures on the provider's patient population.
A clinical decision support system (CDSS) is a health information technology that provides clinicians, staff, patients, and other individuals with knowledge and person-specific information to help health and health care. CDSS encompasses a variety of tools to enhance decision-making in the clinical workflow.
Arizona's Health Information Exchange, led by the state's Medicaid agency, provides a web-based platform to facilitate the exchange of health information among providers. This system helps bridge the gap between healthcare organizations and ensures that patients' medical records are accessible regardless of the provider they visit.
Health Level Seven, abbreviated to HL7, is a range of global standards for the transfer of clinical and administrative health data between applications with the aim to improve patient outcomes and health system performance.