Proceedings / AMIA ... Annual Symposium. AMIA Symposium
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Comparative Study
Making ICU alarms meaningful: a comparison of traditional vs. trend-based algorithms.
Much of the work in the ICU revolves around information that is recorded by electronic devices. Such devices typically incorporate simple alarm functions that trigger when a value exceeds predefined limits. Depending on the parameter followed, these "boundary based" alarms tend to produce vast numbers of false alarms. ⋯ Results show a ten-fold increase in positive predictive value of alarms from 3% using monitor alarms to 32% using the module. The module's overall sensitivity was 82%, failing to detect 18% of significant alarms as defined by the ICU staff. The results suggests that implementation of such methodology may assist in filtering false and insignificant alarms in the ICU setting.
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Artifacts in clinical intensive care monitoring lead to false alarms and complicate data analysis. They must be identified and processed to obtain true information. In this paper, we present a method for detecting artifacts in heart-rate (HR) and mean blood-pressure (BP) data from a physiological monitoring system used in preterm infants. ⋯ In a huge space of CVDetector instances, we have successfully discovered an optimal CVDetector instance, denoted by CVDetector. The sensitivity and specificity of CVDetector for HR artifacts is 94.8% (SD = 7.6%) and 90.6% (SD = 6.9%), respectively. The sensitivity and specificity of CVDetector for BP artifacts is 94.2% (SD = 5.3%) and 80.0% (SD = 12.4%), respectively.
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A security system was developed as part of a patient records research database project intended for both local and multi-site studies. A comprehensive review of ethical foundations and legal environment was undertaken, and a security system comprising both administrative policies and computer tools was developed. ⋯ Systems fitting this model were implemented at two academic medical centers. Security features of commercial database systems were found to be adequate for basic enforcement of approved research protocols.
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Electronic medical record systems and clinical practice guideline (CPG) support applications are emerging in the clinical environment to document and support care. Applications which integrate online documentation with CPG are often complex systems bound to a proprietary infrastructure and as such, can be difficult to adapt to changing care guidelines. This paper describes integration of point-of-care clinical documentation to an Internet-based CPG system that was easily modified, utilized available software resources, and separated patient information from CPG. ⋯ However, the system function was highly regarded and the Internet-based patient education materials were described as useful and accurate. In summary, the system was functional, met original development goals, and provided valuable patient education materials; however, routine system use was prevented by time requirements. We recommend further development be oriented towards integrating the identified beneficial components of the system into clinician workflow.
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A critical mass of Internet users is leading to a wide diffusion of electronic communications within medical practice. Unless implemented with substantial forethought, these new technological linkages could disturb delicate balances in the doctor-patient relationship, threaten the privacy of medical information, widen social disparity in health outcomes, and even function as barriers to access. ⋯ This paper describes the motivations for and the design of HealthConnect, a web-based patient-doctor communications tool currently in use at Children's Hospital, Boston. Structural and process-oriented features of HealthConnect, as they relate to promotion of adherence with the Guidelines, are discussed.