System and method for determining triage categories

Embodiments disclosed herein provide a system, method, and computer program product for providing a triage clas- sification system. The triage classification system uses a computer model that is developed using historical patient data. The developed computer modelis applied to collected patientattributedatafromapatientinapre-hospitalsetting to generate a triage category. Based on the generated triage category, health care professionals can take desired actions, suchastransportingthepatienttoafacilitymatchingthe generated triage category.Board of Regents, University of Texas Syste

IT-Supported Management of Mass Casualty Incidents: The e-Triage Project

Voice, analogue mobile radio, and paper have been successfully used for decades for coordination of emergencies and disasters, but although being simple and robust this approach cannot keep pace with today’s requirements any more. Emerging and established digital communication standards open the door to new applications and services, but the expected benefit needs to be carefully evaluated against robustness, interoperability, and user-friendliness. This paper describes a framework for IT-supported management of mass casualty incidents, which is currently under implementation and study. The four pillars of the concept are handheld devices for use both in daily rescue operations and in disasters, autonomous satellite-based communication infrastructure, a distributed database concept for maximal availability, and psychological acceptance research

Patient needs and point-of-care requirements for HIV load testing in resource-limited settings

Medecins Sans Frontieres (MSF) is an international, independent medical nongovernmental organization. One way in which MSF acts to improve patient care is to assist in the identification and development of adapted and appropriate tools for use in resource-limited settings. One strategy to achieve this goal is through active collaborations with scientists and developers, to make some of the field needs known and to help define the medical strategy behind the implementation of new diagnostic tests. Tests used in the field need to be effective in often extreme conditions and must also deliver high-quality, reliable results that can be used in the local context. In this article, we discuss some patient and health care provider needs for human immunodeficiency virus (HIV) load measurement in resource-limited settings. This is just one of the areas in which effective, quality tools are desperately needed, not only by MSF and other international nongovernmental organizations, but also by many other health service providers. We hope that, by clearly defining the needs of patients in MSF clinics-as well as we can assess this-and by explaining why these tools are needed, how they should perform, and how their results can be integrated into a program, we will encourage the development of such tools and hasten their implementation in areas where they are so urgently needed

Visual analysis of document triage data

As part of the information seeking process, a large amount of effort is invested in order to study and understand how information seekers search through documents such that they can assess their relevance. This search and assessment of document relevance, known as document triage, is an important information seeking process, but is not yet well understood. Human-computer interaction (HCI) and digital library scientists have undertaken a series of user studies involving information seeking, collected a large amount of data describing information seekers' behavior during document search. Next to this, we have witnessed a rapid increase in the number of off-the-shelf visualization tools which can benefit document triage study. Here we set out to utilize existing information visualization techniques and tools in order to gain a better understanding of the large amount of user-study data collected by HCI and digital library researchers. We describe the range of available tools and visualizations we use in order to increase our knowledge of document triage. Treemap, parallel coordinates, stack graph, matrix chart, as well as other visualization methods, prove to be insightful in exploring, analyzing and presenting user behavior during document triage. Our findings and visualizations are evaluated by HCI and digital library researchers studying this proble

Data reduction and data mining framework for digital forensic evidence: storage, intelligence, review and archive

With the volume of digital forensic evidence rapidly increasing, this paper proposes a data reduction and data mining framework that incorporates a process of reducing data volume by focusing on a subset of information. Foreword The volume of digital forensic evidence is rapidly increasing, leading to large backlogs. In this paper, a Digital Forensic Data Reduction and Data Mining Framework is proposed. Initial research with sample data from South Australia Police Electronic Crime Section and Digital Corpora Forensic Images using the proposed framework resulted in significant reduction in the storage requirements—the reduced subset is only 0.196 percent and 0.75 percent respectively of the original data volume. The framework outlined is not suggested to replace full analysis, but serves to provide a rapid triage, collection, intelligence analysis, review and storage methodology to support the various stages of digital forensic examinations. Agencies that can undertake rapid assessment of seized data can more effectively target specific criminal matters. The framework may also provide a greater potential intelligence gain from analysis of current and historical data in a timely manner, and the ability to undertake research of trends over time

Personal recommendations in requirements engineering : the OpenReq approach

[Context & motivation] Requirements Engineering (RE) is considered as one of the most critical phases in software development but still many challenges remain open. [Problem] There is a growing trend of applying recommender systems to solve open RE challenges like requirements and stakeholder discovery; however, the existent proposals focus on specific RE tasks and do not give a general coverage for the RE process. [Principal ideas/results] In this research preview, we present the OpenReq approach to the development of intelligent recommendation and decision technologies that support different phases of RE in software projects. Specifically, we present the OpenReq part for personal recommendations for stakeholders. [Contribution] OpenReq aim is to improve and speed up RE processes, especially in large and distributed systemsPeer ReviewedPostprint (author's final draft

Cultural Identity of Labor and Delivery Nurses In the Assessment of Pregnant Patients For Interpersonal Violence

Objective: Identification of barriers to assessment of interpersonal violence (IPV) in pregnant women. Design: An exploratory descriptive study Setting: The labor and delivery department of a public county hospital Participants: 34 nurses, representing 8 cultures and 13 native languages, completed the survey, and 34 laboring patient\u27s medical records were reviewed. Main Outcome Measures: Any specific barriers, identified by nurses, to assessing for IPV in laboring patients Results: Medical record review revealed 50% assessment rate in labor triage patients. Survey results revealed that cultural identity (85 %) was not a significant barrier. Approximately 65% of nurses agreed that in their culture it was acceptable to ask patients about IPV. Over 88% of nurses stated their culture strongly supported asking about IPV. Over 50% of nurses identified language as the single most prevalent barrier in both US and non-US born nurses. Conclusion: Labor nurse\u27s cultural identity, in itself, was not a barrier to the assessment for IPV. A nurse\u27s inability to speak the same language as the patient emerged as the single most significant barrier in the assessment for IPV in this study