Tradeoffs between accuracy measures for electronic health care data algorithms

Minimum data set for electronic health card of schizophrenia

Purpose: Having a clinical information system is a good solution for monitoring medical problems. This system is designed to improve the speed and accuracy of data management. The goal is to replace medical records with a clinical information system to support storing, processing and distributing data in all the sections of a healthcare center. The purpose of this research was to determine ...

Electronic data sharing between public health department and clinical providers improves accuracy of HIV retention data

Learning Speed-Accuracy Tradeoffs in Nondeterministic Inference Algorithms

Statistical learning has led to great advances in building models that achieve high accuracy. However, testtime inference in these models can be slow, for example in structured prediction problems. This is frequently addressed by using test-time heuristics to guide and prune the search for a good structured output. In this high-level paper, we ask: Could we explicitly train such heuristics to t...

Feasibility of evaluating the CHIPRA care quality measures in electronic health record data.

The Children's Health Insurance Program Reauthorization Act of 2009 (CHIPRA) includes provisions for identifying standardized pediatric care quality measures. These 24 "CHIPRA measures" were designed to be evaluated by using claims data from health insurance plan populations. Such data have limited ability to evaluate population health, especially among uninsured people. The rapid expansion of ...

Health care quality measures for children and adolescents in Foster Care: feasibility testing in electronic records

BACKGROUND Preventive quality measures for the foster care population are largely untested. The objective of the study is to identify healthcare quality measures for young children and adolescents in foster care and to test whether the data required to calculate these measures can be feasibly extracted and interpreted within an electronic health records or within the Statewide Automated Child W...