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421. Sherwin, Robert | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/sherwin-robert
     January 01, 2023 - Sherwin, Robert Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning - Final Report Citation Sherwin R. Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning - Final Report. (Prepared by Wayne State Unive…

422. Abraham, Joanna | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/abraham-joanna
     January 01, 2024 - Abraham, Joanna Machine learning-augmented interventions in perioperative care: A systematic review and meta-analysis. Citation Mehta D, Gonzalez XT, Huang G, Abraham J. Machine learning-augmented interventions in perioperative care: A systematic review and meta-analysis. Br J…

423. C-Suite Officer | Digital Healthcare Research
     digital.ahrq.gov/population/c-suite-officer
     January 01, 2023 - C-Suite Officer Comparing responses to COVID-19 across institutions: Conceptualization of an emergency response maturity model. Citation Senathirajah Y, Kaufman D, Borycki E, Kushniruk A, Cato K. Comparing Responses to COVID-19 Across Institutions: Conceptualization of an Emer…

424. Exploring Clinically-relevant Image Retrieval for Diabetic Retinopathy Diagnosis | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/exploring-clinically-relevant-image-retrieval-diabetic-retinopathy-diagnosis
     January 01, 2023 - Exploring Clinically-relevant Image Retrieval for Diabetic Retinopathy Diagnosis Project Final Report ( PDF , 1.69 MB) Disclaimer Disclaimer The findings and conclusions in this document are those of the author(s), who are responsible for its content, and do not necessarily rep…

425. Using the Electronic Health Record To Identify Children Likely To Suffer Last-Minute Surgery Cancellation - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs024983-pratap-final-report.pdf
     August 30, 2019 - Using the Electronic Health Record To Identify Children Likely To Suffer Last-Minute Surgery Cancellation - Final Report Page 1 Using the electronic health record to identify children likely to suffer last-minute surgery cancellation Principal Investigator: J. “Nick” Pratap, MB Chir, MRCPCH, FRCA1 Team Membe…

426. Using the Electronic Health Record To Identify Children Likely To Suffer Last-Minute Surgery Cancellation - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs024983-pratap-final-report-2019.pdf
     January 01, 2019 - Using the Electronic Health Record To Identify Children Likely To Suffer Last-Minute Surgery Cancellation - Final Report Using the electronic health record to identify children likely to suffer last-minute surgery cancellation Principal Investigator: J. “Nick” Pratap, MB Chir, MRCPCH, FRCA1 Team…

427. Medicaid and CHIP Repository | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/past-initiatives/medicaid-and-chip/medicaid-and-chip-repository
     January 01, 2023 - Visit the site to learn more about how this software can enable exchange for Medicaid and other state-level

428. A National Web Conference on Applying Advanced Analytics in Clinical Care | Digital Healthcare Research
     digital.ahrq.gov/events/national-web-conference-applying-advanced-analytics-clinical-care
     January 01, 2021 - A National Web Conference on Applying Advanced Analytics in Clinical Care Event Date October 14, 2020 - 2:00pm–3:30pm EDT Event Materials: Presentation Slides ( PDF , 3.82 MB). (Persons using assistive technology may not be able to fully access information…

429. Applying Advanced Analytics in Clinical Care | Digital Healthcare Research
     digital.ahrq.gov/national-webinars/applying-advanced-analytics-clinical-care
     January 01, 2023 - Applying Advanced Analytics in Clinical Care Event Date: October 14, 2020 | 2:00pm – 3:30pm ET Event Materials: Presentation Slides ( PDF , 3.82 MB). (Persons using assistive technology may not be able to fully access information in this presentation. For assistance, please …

430. USA, SC, Charleston | Digital Healthcare Research
     digital.ahrq.gov/location/usa-sc-charleston
     January 01, 2023 - USA, SC, Charleston Leveraging Health System Telehealth and Informatics Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning Health System Approach Description This research aims to examine a health system’s four telehealt…

431. Improving Missing Data Analysis in Distributed Research Networks – Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r01hs026214-toh-final-report-2022.pdf
     January 01, 2022 - Improving Missing Data Analysis in Distributed Research Networks – Final Report Improving Missing Data Analysis in Distributed Research Networks Principal Investigator: Darren Toh Team Members: Jenna Wong, …

432. Patient Safety | Digital Healthcare Research
     digital.ahrq.gov/health-care-theme/patient-safety
     January 01, 2023 - Patient Safety Identifying Sepsis Phenotypes Associated with Antibiotic-Resistant Pathogens Using Large Language Models and Machine Learning Description This research uses large language models and machine learning to retrospectively analyze electronic health records of patie…

433. CDS Connect Maintenance and Update Final Report Year 4 2020 (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/cds-connect-year4-final-report-2020.pdf
     January 01, 2020 - Listen, Learn, Informed Choice., to discuss the importance of patient-centered CDS design and implementation … • Outreach: Engage with and learn from stakeholders about how to improve CDS Connect, including meetings … Listen, Learn, Informed Choice. as part of a CDS podcast series focused on patient-centered CDS design … Activities included providing informational meetings to those asking to learn more about the contribution … Listen, Learn, Informed Choice. episode included in the collection and worked with Mr. van Leeuwen to

434. Cost-Benefit/Cost-Effectiveness | Digital Healthcare Research
     digital.ahrq.gov/research-method/cost-benefit
     January 01, 2023 - Cost-Benefit/Cost-Effectiveness Contribution of continuous virtual monitoring to hospital safety, quality, and value of care for COVID-19 patients. Citation Morrow C, Wheeler D, Dooley M, Warr E, Kruis R, King K, Harvey J, Simpson KN. Contribution of continuous virtual monitor…

435. Guidelines for Integrating Electronic Patient-Reported Outcomes Into Health Systems - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r01hs023785-lavallee-final-report-2021.pdf
     January 01, 2021 - • Learn from citizen science culture and methodology to recognize innovative ways people leverage … patient-reported outcome measures in electronic health records. https://sites.northwestern.edu/easipro/learn-more … Learn Health Syst. 2020 Apr 2;5(2):e10226. doi: 10.1002/lrh2.10226. 23. … designs and 5R01HS023785 Final Report ePROs Guidelines page 18 https://sites.northwestern.edu/easipro/learn-more … /patient-reported-outcomes/ https://sites.northwestern.edu/easipro/learn-more/patient-reported-outcomes

436. A National Web Conference on Effective Design and Use of Patient Portals and Their Impact on Patient-Centered Care - Slides (pdf file)
     digital.ahrq.gov/sites/default/files/docs/impact-pcc-slides-032317.pdf
     March 23, 2017 - A National Web Conference on Effective Design and Use of Patient Portals and Their Impact on Patient-Centered Care - Slides A National Web Conference on Effective Design and Use of Patient Portals and Their Impact on Patient-Centered Care Presented by: Ruth Masterson Creber, Ph.D., M.Sc., RN …

437. Enabling Large-Scale Research on Autism Spectrum Disorders Through Automated Processing of EHR Using Natural Language Understanding - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs024988-leroy-final-report-2020.pdf
     January 01, 2020 - Each type of feature captures different information about the data, while different algorithms learn … A bidirectional LSTM (BI-LSTM) could not learn the labels for the seven scarcest classes, but saw an … Scikit-learn: Machine Learning in Python. Journal of Machine Learning Research. 2012;12. 23.

438. Rheumatology Informatics System for Effectiveness Patient-Reported Outcome (RISE PRO) Dissemination Project – Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r18hs025638-yazdany-final-report-2022.pdf
     January 01, 2022 - Rheumatology Informatics System for Effectiveness Patient-Reported Outcome (RISE PRO) Dissemination Project – Final Report 1 Rheumatology Informatics System for Effectiveness Patient-Reported Outcome (RISE-PRO) Dissemination Project Principal Investigator: Jinoos Yazdany, MD, MPH Co-investi…

439. Bacterial Infection | Digital Healthcare Research
     digital.ahrq.gov/medical-condition/bacterial-infection
     January 01, 2023 - Bacterial Infection Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning - Final Report Citation Sherwin R. Enhancing an EMR-Based Real-Time Sepsis Alert System Performance Through Machine Learning - Final Report. (Prepared by Wayne State U…

440. Berkowitz, Alicia | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/berkowitz-alicia
     January 01, 2023 - Berkowitz, Alicia Applying Lessons Learned in Community Collaboration to Health Information Technology - 2010 Principal Investigator Berkowitz, Alicia Project Name Applying Lessons Learned in Community Collaboration to Health IT Applying L…