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The evaluators are supposed to check and analyze the budget lines and to report the findings in their work. [3] Monitoring and Evaluation is also useful in the Facilities [Hospitals], it enables the donors such as WHO and UNICEF to know whether the funds provided are well utilized in purchasing drugs and also equipment in the Hospitals.
A new generation of short and easy-to-use tools to monitor patient outcomes on a regular basis has been recently proposed. [8] These tools are quick, effective, and easy to understand, as they allow patients to evaluate their health status and experience in a semi-structured way and accordingly aggregate input data, while automatically tracking ...
The survey, form, app or collection tool is on a mobile device such as a smart phone or a tablet. These devices offer innovative ways to gather data, and eliminate the laborious "data entry" (of paper form data into a computer), which delays data analysis and understanding.
mlpack – open-source library for machine learning, exploits C++ language features to provide maximum performance and flexibility while providing a simple and consistent application programming interface (API) Mondrian – data analysis tool using interactive statistical graphics with a link to R
Health information management's standards history is dated back to the introduction of the American Health Information Management Association, founded in 1928 "when the American College of Surgeons established the Association of Record Librarians of North America (ARLNA) to 'elevate the standards of clinical records in hospitals and other medical institutions.'" [3]
Monitoring can be classified by the target of interest, including: Cardiac monitoring, which generally refers to continuous electrocardiography with assessment of the patient's condition relative to their cardiac rhythm. A small monitor worn by an ambulatory patient for this purpose is known as a Holter monitor.
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Health facilities use this type of aggregated statistics to generate reports and indicators, and to undertake strategic planning in their health systems. [14] Compared with aggregated data, patient data are individual data related to a single patient, including one’s name, age, diagnosis and medical history. Patient-based data are mainly used ...