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  1. digital.ahrq.gov/sites/default/files/docs/citation/r01hs024090-turchin-final-report-2019.pdf
    January 01, 2019 - We additionally tested several approaches to initialization, including vague and wide-vague initialization … Including greater amount of information generally improved algorithm performance (although usually required … Neural Network: 2 hidden layers 0.8740 Neural Network: 3 hidden layers 0.8745 Dynamic Logic 0.87722 Including … advantage in estimating the probability of death over the next 12 months over the benchmark methods, includingIncluding information from text significantly increased prediction accuracy, and has a potential for
  2. digital.ahrq.gov/sites/default/files/docs/publication/r13hs022817-chen-final-report-2014.pdf
    January 01, 2014 - Scope: A total of 94 participants attended the workshop, including eight funded junior researchers in … The one-day workshop consisted of a variety of activities, including two invited panels on funding interdisciplinary … participants, the organizers used a variety of channels to recruit attendees and solicit submissions, including … Furthermore, we hope that government agencies—including funding, policy, and service agencies such the
  3. digital.ahrq.gov/sites/default/files/docs/survey/national-electronic-health-records-survey-2012.pdf
    January 01, 2012 - reporting burden of this collection of information is estimated to average 20 minutes per response, including … Send comments regarding this burden estimate or any other aspect of this collection of information, including … ) □6 amily planning clinic (including Planned Parenthood)F □7 He alth maintenance organization or … Do you share any patient health information electronically (not fax) with other providers including
  4. digital.ahrq.gov/sites/default/files/docs/citation/cds-connect-year1-final-report.pdf
    October 01, 2017 - AHRQ supports processes for receiving feedback from stakeholders, including physicians, providers, patients … The term “artifacts” can apply to a variety of CDS domains, including alerts, order sets, textual reports … This project was aided by several subcontractors, including Dr. … Including this information in a contextual way, for example, as comments in CQL code, can lower the … Further work could be devoted to streamlining these tools, including developing templates and wizards
  5. digital.ahrq.gov/sites/default/files/docs/page/2006Rosati_052411comp.pdf
    June 05, 2006 - Equipment Vital Signs Plan of Care More Home Page Physician Patient List Physician - Patient View Including … CCR) Components of the CCR Body of CCR Home Page Physician Patient List Physician - Patient View�Including
  6. digital.ahrq.gov/sites/default/files/docs/page/2006Blevins_051211comp.pdf
    June 06, 2006 - the RLS (from the MA prototype site) (T6) Implementation Guides • NHIN Message Implementation Guide including … 17 Where to Find More • All materials available without charge at www.connectingforhealth.org, including
  7. digital.ahrq.gov/sites/default/files/docs/citation/u13hs19564-holve-final-report-2013.pdf
    January 01, 2013 - Developing and commissioning products on a range of topics, including scientific, clinical, technical … First, the data infrastructure–including governance, data, methods, and training–is often insufficient … The following sections will detail the methods employed to meet the aims of the project, including … A 3-step systematic literature search was conducted, including a structured search of PubMed, manual … Stakeholders are aware of many challenges related to implementing CER with ECD, including the need
  8. digital.ahrq.gov/sites/default/files/docs/publication/uc1hs015350-horn-final-report-2008.pdf
    January 01, 2008 - in 15 participating nursing homes and evaluate impact on care processes, resident health outcomes including … They provide healthcare services for the elderly and others in need including skilled nursing, subacute … Resource Systems – CareTracker for CNA documentation Clinical documentation, including PrU charting … CNAs reported improvements in workflow including less redundancy in documentation. … If there was a team involved including lead CNAs, there was more stable HIT workflow on a daily basis
  9. digital.ahrq.gov/sites/default/files/docs/citation/cds-connect-year2-final-report-2018.pdf
    January 01, 2018 - ii Acknowledgments Specifically, we want to thank and recognize: AHRQ leadership team including … Evaluating the overall initiative, including lessons learned and future recommendations. … The term artifacts can apply to a variety of CDS interventions, including notifications, order sets, … This project was aided by several subcontractors, including Danny vanLeeuwen (who provided a patient … Relationships were established and maintained with a variety of stakeholder groups, including Federal
  10. digital.ahrq.gov/sites/default/files/docs/page/privacy-and-security-solutions-for-interoperable-hie-nationwide-summary-appendices.pdf
    July 01, 2007 - Washington and Oregon and may contact other states often visited by Alaskans for health care purposes, including … With HISPC support, Maine has continued planning and developing processes, including system governance … Minnesota is including the principles and their further development into recommendations issued by the … The WVHISPC team, including members of the IPWG and Solutions Work Group (SWG), hold high-level policy … The project can take credit for catalyzing conversations among high- ranking policy makers, including
  11. digital.ahrq.gov/sites/default/files/docs/citation/r01hs021472-cummins-final-report-2019.pdf
    January 01, 2019 - PCC, including bi- directional HL7 C-CDA document exchange with an external health care organization, … The ED care providers verbally share clinical information with the PCC, including patient symptoms, … Finally, the quantitative model that we used for simulation included 20 factors, including two switches … Consultation and assessment by socio-technical informatics experts, including detailed 10 … Currently, our design for ED-PCC HIE involves three layers of matching approaches, including automated
  12. digital.ahrq.gov/sites/default/files/docs/publication/uc1hs014920-bellamy-final-report-2007.pdf
    January 01, 2007 - The goal of the AHRQ HIT grant was to implement the system in 24 rural WV hospitals, including 6 critical … Results: 27 facilities including 16 critical access hospitals joined the project. … The collaborative did have a positive impact, in that staff willingly agreed to participate, including … Those informants, including CEOs, who were aware of the survey and had seen results reported sharing … Over 75% of eligible hospitals participated in the project, including all but two of the state’s 18
  13. digital.ahrq.gov/sites/default/files/docs/citation/r01hs022728-zhou-final-report-2018.pdf
    January 01, 2018 - An individual allergy record often contains multiple data elements, including allergy type, allergen … We calculated the frequencies of reaction concepts, including rare, severe, and hypersensitivity reactions … We also tried an assortment of machine learning-based approaches, including a Naive Bayes classifier … Therefore, we obtained a set of 217 ED notes (including the 70 mentioned above) that contain the words … We trained several classifiers (including a Naive Bayes classifier, a Maximum Entropy classifier, and
  14. digital.ahrq.gov/sites/default/files/docs/page/findings-and-lessons-from-improving-management-of-individuals-with-complex-health-care-needs-through-health-it-grant-initiative.pdf
    February 20, 2014 - The Synthesis Team, a group of Westat senior staff, including Nathan Botts, Ph.D.; Brenda Leath, M.H.S.A … The MCP projects were carried out in a variety of ambulatory care settings, including primary care … Approximately one in four Americans has multiple chronic conditions, including one in 15 children and … As shown in Figure 2, the projects also addressed a range of relevant care topics, including 12 of the … The investigators used a variety of technologies for this purpose, including regional HIEs, PHRs linked
  15. digital.ahrq.gov/sites/default/files/docs/publication/uc1hs015220-garber-final-report-2009.pdf
    January 01, 2009 - This evaluation would involve all of the steps, including stakeholder participation, defining functional … The participating organizations agreed to share in the development and implementation costs, including … Emergency Department provided ER notes while Fallon Clinic provided two years of historical notes, including … Document Repository, it is transformed by SAFEHealth’s interface engine into standard terminologies including … authorize a participating entity to both disclose as well as to receive all patient information, including
  16. digital.ahrq.gov/sites/default/files/docs/citation/r21hs023989-shah-final-report-2019.pdf
    January 01, 2019 - been estimated at $2.4 billion annually.[8] Potentially preventable readmissions from all diagnoses, including … Documented SCD (any type including type SS, SC, or HgbS-beta0 thalassemia), age 18 years old or older … The control group were given standard of care, including a printed plan for medications to be taken, … These included SCD-related medications, including HU, folic acid, non-narcotic and narcotic pain medications … This is in contrast to the 16 patients randomized to the SOC who re-utilized care, including a range
  17. digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/cimino-jj-et-al-2001
    January 01, 2001 - record (EMR)] was an ambulatory record application that provided a variety of clinical applications, including … In 14 cases, we attributed the failure to problems with the user interface, including the lack of phonetic
  18. digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/lobach-df-et-al-1997
    January 01, 1997 - and/or logical comparisons using data selectively retrieved from the problem list, medications list (including … Context or other IT in place An electronic medical record (EMR), including "demographic information
  19. digital.ahrq.gov/ahrq-funded-projects/synthesizing-lessons-learned-using-health-information-technology/annual-summary/2010
    January 01, 2010 - Mixed-methods data from three of the projects were reviewed during this period, including Colorectal … Data were extracted from a variety of sources including e-mail, meeting notes, site visit evaluations
  20. digital.ahrq.gov/ahrq-funded-projects/consumer-engagement-developing-electronic-health-information-systems/annual-summary/2009
    January 01, 2009 - focus groups with health care consumers were conducted in selected cities around the United States, including … Impact and Findings: Focus group results provided insight from consumers on a number of topics including

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