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41. Analysis | Digital Healthcare Research
    digital.ahrq.gov/research-method/analysis
    January 01, 2023 - Improving Missing Data Analysis in Distributed Research Networks Prevalence of food allergies … Prevalence of food allergies and intolerances documented in electronic health records. … J Allergy Clin Immunol 2017 May 23. pii:S0091-6749(17)30672-3. PMID: 28577971. … Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy

42. An International Evaluation of User Perceptions of Drug-Drug and Drug-Allergy Interaction Alerts | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/health-information-technology-center-education-and-research-therapeutics/poster-2014
    January 01, 2014 - An International Evaluation of User Perceptions of Drug-Drug and Drug-Allergy Interaction Alerts … An International Evaluation of User Perceptions of Drug-Drug and Drug-Allergy Interaction Alerts. … PDF An International Evaluation of User Perceptions of Drug-Drug and Drug-Allergy Interaction

43. Drug-induced anaphylaxis documented in electronic health records. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/encoding-and-processing-patient-allergy-information-ehrs/citation/drug
    January 01, 2023 - J Allergy Clin Immunol Pract. 2019 Jan;7(1):103-111. doi: 10.1016/j.jaip.2018.06.010. … Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy … Language Processing System Document Type Journal Publication Medical Condition Allergy

44. Challenges in Implementing CDSC Web Service –Vendor Perspective (pdf file)
    digital.ahrq.gov/sites/default/files/docs/page/CORLEY_AHRQ_CDSC_5-29.pdf
    April 20, 2013 - table was created and needs to be manually deployed to allow the xref Mapping Challenges • Allergies … in NextGen are coded at the drug level even if classes are selected – Allergy classes display on CCD … without codes • Allergies in NextGen are coded using UNII – CDSC uses RxNorm for allergies • First … Data Bank does not provide RxNorm mapping for allergies, only drugs Available FDB Mappings FDB … in FDB • Getting a copy of the NDF-RT codes for allergies • Cross reference the FDB code to the

45. Slide 1 (ppt file)
    digital.ahrq.gov/sites/default/files/docs/implementation/Kall%205-II.ppt
    June 05, 2006 - Allergy Allergy Allergy 4th Quarter 2004 1st Quarter 2005 2nd Quarter 2005 3rd Quarter 2005 % Orders … Dosage Duplicate Drug Int Allergy Dosage Duplicate Drug Int Allergy Dosage Duplicate Drug Int Allergy … Dosage Duplicate Drug Interaction Allergy Dosage Duplicate Drug Interaction Allergy Dosage Duplicate … Dosage Duplicate Drug Int Allergy Dosage Duplicate Drug Int Allergy Dosage Duplicate Drug Int Allergy … Dosage Duplicate Drug Int Allergy Dosage Duplicate Drug Int Allergy Dosage Duplicate Drug Int Allergy

46. Epidemiology of ACE inhibitor angioedema utilizing a large electronic health record. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/encoding-and-processing-patient-allergy-information-ehrs/citation/epidemiology
    January 01, 2023 - J Allergy Clin Immunol Pract 2017 May - Jun;5(3):744-9. PMID: 28377081. … Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy

47. The impact of computerized physician order entry on medication error prevention | AHRQ Digital Healthcare Research: Informing Improvement in Care Quality, Safety, and Efficiency
    digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/impact-computerized-physician-0
    May 01, 1993 - Intervention:  Physician order entry with decision support features such as drug allergy and drug-drug … main types of medication errors: dose errors, frequency errors, route errors, substitution errors, and allergies … For example, in the baseline period there were ten allergy errors, but only two in the following three

48. ParentLink: Better and Safer Emergency Care for Children | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/parentlink-better-and-safer-emergency-care-children
    January 01, 2023 - Primary outcomes included: 1) data quality of the history, current medication list, and allergies to … demonstrated improvements in data quality achieved with ParentLink for symptom documentation and the allergy … For example, based on an inaccurate allergy history, a physician may order a second-line antibiotic with … information like what happened, how and why it happened, the child's age, whether or not they have allergies … this data tracking system provides to decision support--is a symptom history, a preliminary list of allergies

49. Adapting, Scaling, and Spreading an Algorithmic Asthma Mobile Intervention to Promote Patient-Reported Outcomes (PROs) Within Primary Care Settings - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r18hs025645-jariwal-final-report-2022.pdf
    January 01, 2022 - Journal of Allergy and Clinical Immunology. 2019 Feb 1;143(2):AB53. … Journal of Allergy and Clinical Immunology. 2021 Feb 1;147(2):AB51. … Journal of Allergy and Clinical Immunology. 2022 Feb 1;149(2):AB43. … Annals of Allergy, Asthma, & Immunology (In Press). … New York Allergy & Asthma Society, New York, NY. May 2022.

50. An International Evaluation of User Perceptions of Drug-Drug and Drug-Allergy Interaction Alerts Poster (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/ddi-dai-alerts-poster-2014.pdf
    January 01, 2014 - An International Evaluation of User Perceptions of Drug-Drug and Drug-Allergy Interaction Alerts Poster … An International Evaluation of User Perceptions of Drug-Drug and Drug-Allergy … evaluate the relaKonships between user percepKons of Drug-Drug InteracKon (DDI) and Drug-Allergy … Provider Percep6ons of Drug-Allergy Interac6on Alerts § Assessed a mulK-naKonal sample of

51. AHRQ-Funded ParentLink Project Aims to Make Pediatric Emergency Care More Patient-Centered | AHRQ Digital Healthcare Research: Informing Improvement in Care Quality, Safety, and Efficiency
    digital.ahrq.gov/ahrq-funded-projects/past-initiatives/transforming-healthcare-quality-through-health-it/ahrq-funded-parentlink
    June 29, 2007 - For example, based on an inaccurate allergy history, a physician may order a second-line antibiotic with … parents used to enter information about their children's symptoms, disease conditions, medications, and allergies … evaluate the completeness and accuracy of information on symptoms, disease condition, medications, and allergies … information like what happened, how and why it happened, the child's age, whether or not they have allergies … this data tracking system provides to decision support--is a symptom history, a preliminary list of allergies

52. Data Warehouse | Digital Healthcare Research
    digital.ahrq.gov/technology/data-warehouse
    January 01, 2023 - Stevens-Johnson syndrome and toxic epidermal necrolysis: a cross-sectional analysis of patients in an integrated allergy … Stevens-Johnson syndrome and toxic epidermal necrolysis: a cross-sectional analysis of patients in an integrated allergy … J Allergy Clin Immunol Pract 2015 Mar-Apr;3(2):277-280.e1. PMID: 25609329. … Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy

53. Standard information models for representing adverse sensitivity information in clinical documents. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/encoding-and-processing-patient-allergy-information-ehrs/citation/standard
    January 01, 2023 - Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy … Document Type Journal Publication Population Patient Medical Condition Allergy

54. Using mutual information clustering to discover food allergen cross-reactivity. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/encoding-and-processing-patient-allergy-information-ehrs/citation/using
    January 01, 2023 - Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy … Electronic Medical Record Document Type Conference Proceeding Medical Condition Allergy

55. Understanding the patient experience of drug reaction with eosinophilia and systemic symptoms: A qualitative study. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/improving-allergy-documentation-and-clinical-decision-support-electronic-health/citation/understanding
    January 01, 2024 - pubmed.ncbi.nlm.nih.gov/38677336/ Principal Investigator Zhou, Li Project Name Improving Allergy … Document Type Journal Publication Population Patient Medical Condition Allergy

56. Understanding the patient experience of drug reaction with eosinophilia and systemic symptoms: A qualitative study. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/encoding-and-processing-patient-allergy-information-ehrs/citation/understanding
    January 01, 2024 - Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy … Document Type Journal Publication Population Patient Medical Condition Allergy

57. A value set for documenting adverse reactions in electronic health records. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/encoding-and-processing-patient-allergy-information-ehrs/citation/value
    January 01, 2023 - Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy … Language Processing System Document Type Journal Publication Medical Condition Allergy

58. Appendix A to the Final Report Barriers to Meaningful Use in Medicaid: Analysis and Recommendations (pdf file)
    digital.ahrq.gov/sites/default/files/docs/publication/BarrierstoMeaningfulUseAppendixA.pdf
    January 01, 2010 - than 80% of patients have at least one entry recorded as structured data Maintain active medication allergy … health information (including diagnostic test results, problem list, medication lists, medication allergies … least one medication ordered through computer provider order entry Implement drug-drug and drug-allergy … their health information (including laboratory results, problem list, medication lists, medication allergies

59. Clinicians' reports in electronic health records versus patients' concerns in social media: a pilot study of adverse drug reactions of aspirin and atorvastatin. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/encoding-and-processing-patient-allergy-information-ehrs/citation/clinicians
    January 01, 2023 - Principal Investigator Zhou, Li Project Name Encoding and Processing Patient Allergy … Document Type Journal Publication Population Patient Medical Condition Allergy

60. Drug reaction with eosinophilia and systemic symptoms in patients hospitalized with COVID-19: A case series from a large US healthcare system. | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/improving-allergy-documentation-and-clinical-decision-support-electronic-health/citation/drug
    January 01, 2023 - pubmed.ncbi.nlm.nih.gov/35700153/ Principal Investigator Zhou, Li Project Name Improving Allergy … Electronic Health Record Document Type Journal Publication Medical Condition Allergy