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341. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/47915/psn-pdf
     April 03, 2019 - Adversarial attacks on medical machine learning. … Adversarial attacks on medical machine learning. … https://psnet.ahrq.gov/issue/adversarial-attacks-medical-machine-learning This review article delineates … The authors suggest that regulatory review of devices that employ machine learning include an assessment … https://psnet.ahrq.gov/issue/adversarial-attacks-medical-machine-learning https://psnet.ahrq.gov/issue

342. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/73397/psn-pdf
     June 16, 2021 - Safe opioid prescribing: a prognostic machine learning approach to predicting 30-day risk after an opioid … Safe opioid prescribing: a prognostic machine learning approach to predicting 30-day risk after an opioid … https://psnet.ahrq.gov/issue/safe-opioid-prescribing-prognostic-machine-learning-approach-predicting- … Alberta, Canada, who received an opioid prescription from 2017-2018, the authors developed machine learning … https://psnet.ahrq.gov/issue/safe-opioid-prescribing-prognostic-machine-learning-approach-predicting-

343. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/72546/psn-pdf
     December 09, 2020 - Learning from incident reporting? … Learning from incident reporting? … https://psnet.ahrq.gov/issue/learning-incident-reporting-analysis-incidents-resulting-patient-injuries-web … based on these reports was primarily used at the department level and did not lead to organizational learning … https://psnet.ahrq.gov/issue/learning-incident-reporting-analysis-incidents-resulting-patient-injuries-web-based-system

344. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/50751/psn-pdf
     December 18, 2019 - Using a machine learning system to identify and prevent medication prescribing errors: a clinical and … Using a machine learning system to identify and prevent medication prescribing errors: A clinical and … https://psnet.ahrq.gov/issue/using-machine-learning-system-identify-and-prevent-medication-prescribing … This retrospective study evaluates the clinical validity and value of using a machine learning system … https://psnet.ahrq.gov/issue/using-machine-learning-system-identify-and-prevent-medication-prescribing-errors-clinical-and

345. Simpson, Kit N. | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/simpson-kit-n
     January 01, 2024 - Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning … Infrastructure to Create a Continuum of Services for COVID-19 Screening, Testing, and Treatment: A Learning

346. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/836717/psn-pdf
     March 09, 2022 - The problem with…using stories as a source of evidence and learning. March 9, 2022 Iedema R. … The problem with … using stories as a source of evidence and learning. … https://psnet.ahrq.gov/issue/problem-withusing-stories-source-evidence-and-learning Patients and families … https://psnet.ahrq.gov/issue/problem-withusing-stories-source-evidence-and-learning https://psnet.ahrq.gov … /issue/our-story https://psnet.ahrq.gov/issue/husbands-story-tragedy-learning-and-action https://psnet.ahrq.gov

347. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/854374/psn-pdf
     October 11, 2023 - Learning from latent safety threats identified during simulation to improve patient safety. … Learning from latent safety threats identified during simulation to improve patient safety. … https://psnet.ahrq.gov/issue/learning-latent-safety-threats-identified-during-simulation-improve-patient … https://psnet.ahrq.gov/issue/learning-latent-safety-threats-identified-during-simulation-improve-patient-safety … https://psnet.ahrq.gov/issue/learning-latent-safety-threats-identified-during-simulation-improve-patient-safety

348. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/854830/psn-pdf
     January 01, 2024 - The effect of evidence in crisis learning: based on a perspective integration framework. … The effect of evidence in crisis learning: based on a perspective integration framework. … https://psnet.ahrq.gov/issue/effect-evidence-crisis-learning-based-perspective-integration-framework … safety science and political/social perspectives, the authors outline a new evidence-informed crisis learning … https://psnet.ahrq.gov/issue/effect-evidence-crisis-learning-based-perspective-integration-framework

349. Epilepsy | Digital Healthcare Research
     digital.ahrq.gov/medical-condition/epilepsy
     January 01, 2023 - Epilepsy Automated, machine learning-based alerts increase epilepsy … Automated, machine learning-based alerts increase epilepsy surgery referrals: A randomized controlled … Clinicians About Epilepsy Surgery Patients Prospective validation of a machine learning … Prospective validation of a machine learning model that uses provider notes to identify candidates for … Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.

350. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/837024/psn-pdf
     May 04, 2022 - The potential for leveraging machine learning to filter medication alerts. … The potential for leveraging machine learning to filter medication alerts. … https://psnet.ahrq.gov/issue/potential-leveraging-machine-learning-filter-medication-alerts Alert fatigue … In this study, researchers at one academic medical center found that machine learning techniques could … https://psnet.ahrq.gov/issue/potential-leveraging-machine-learning-filter-medication-alerts https://psnet.ahrq.gov

351. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/844540/psn-pdf
     February 15, 2023 - Health technology, quality and safety in a learning health system. … Health technology, quality and safety in a learning health system. … https://psnet.ahrq.gov/issue/health-technology-quality-and-safety-learning-health-system Health technology … This commentary describes how learning health systems can improve the safety of new technologies, such … https://psnet.ahrq.gov/issue/health-technology-quality-and-safety-learning-health-system https://psnet.ahrq.gov

352. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/47842/psn-pdf
     April 10, 2019 - Learning From Invited Reviews. … https://psnet.ahrq.gov/issue/learning-invited-reviews Physical demands and technical complexities can … their peers during practice to facilitate awareness of problems, motivate improvement, and enable learning … https://psnet.ahrq.gov/issue/learning-invited-reviews https://psnet.ahrq.gov/issue/surgeon-fatigue-prospective-analysis-incidence-risk-and-intervals-predicted-fatigue-related … improving-healthcare-quality-through-organisational-peer-peer-assessment-lessons-nuclear https://psnet.ahrq.gov/issue/learning-not-blaming

353. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/73602/psn-pdf
     August 18, 2021 - The Child Health PSO at 10 years: an emerging learning network. … The Child Health PSO at 10 Years: an emerging learning network. … https://psnet.ahrq.gov/issue/child-health-pso-10-years-emerging-learning-network Patient safety organizations … This article describes the development of the Child Health PSO and how it evolved into a learning network … https://psnet.ahrq.gov/issue/child-health-pso-10-years-emerging-learning-network https://psnet.ahrq.gov

354. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/72687/psn-pdf
     January 27, 2021 - Learning from errors with the new COVID-19 vaccines. …    https://psnet.ahrq.gov/issue/learning-errors-new-covid-19-vaccines Learning from error … https://psnet.ahrq.gov/issue/learning-errors-new-covid-19-vaccines https://psnet.ahrq.gov/issue/organisational-reporting-and-learning-systems-innovating-inside-and-outside-box

355. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/73569/psn-pdf
     August 04, 2021 - Enabling a learning healthcare system with automated computer protocols that produce replicable and … Enabling a learning healthcare system with automated computer protocols that produce replicable and … https://psnet.ahrq.gov/issue/enabling-learning-healthcare-system-automated-computer-protocols-produce … https://psnet.ahrq.gov/issue/enabling-learning-healthcare-system-automated-computer-protocols-produce-replicable-and … https://psnet.ahrq.gov/issue/enabling-learning-healthcare-system-automated-computer-protocols-produce-replicable-and

356. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/73653/psn-pdf
     September 01, 2021 - Improving diagnostic performance through feedback: the Diagnosis Learning Cycle. … Improving diagnostic performance through feedback: the Diagnosis Learning Cycle. … https://psnet.ahrq.gov/issue/improving-diagnostic-performance-through-feedback-diagnosis-learning-cycle … collaborating with professionals outside of the healthcare field, researchers developed the Diagnosis Learning … https://psnet.ahrq.gov/issue/improving-diagnostic-performance-through-feedback-diagnosis-learning-cycle

357. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/60712/psn-pdf
     July 22, 2020 - and quality improvement: ethical principles for a regulatory approach to bias in healthcare machine learning … and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning … patient-safety-and-quality-improvement-ethical-principles-regulatory-approach- bias-healthcare The authors discuss the challenges social inequalities pose to machine learning … models, provide several recommendations for adopting ethical principles for the delivery of machine learning-assisted … patient-safety-and-quality-improvement-ethical-principles-regulatory-approach-bias-healthcare https://psnet.ahrq.gov/issue/potential-biases-machine-learning-algorithms-using-electronic-health-record-data

358. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/47708/psn-pdf
     February 13, 2019 - The role of purple pens in learning to prescribe. … The role of purple pens in learning to prescribe. … https://psnet.ahrq.gov/issue/role-purple-pens-learning-prescribe Interventions utilizing color as visual … Participants universally found the initiative to be a learning experience. … https://psnet.ahrq.gov/issue/role-purple-pens-learning-prescribe https://psnet.ahrq.gov/issue/effectiveness-do-not-interrupt-bundled-intervention-reduce-interruptions-during-medication

359. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/61051/psn-pdf
     October 21, 2020 - Safety investigations from across the pond: deep learning from England’s Healthcare Safety Investigation … October 8, 2020;25(20):1-4 https://psnet.ahrq.gov/issue/safety-investigations-across-pond-deep-learning-englands-healthcare-safety … a commitment to deep, non-punitive analysis of patient safety incidents to enable transparency and learning … https://psnet.ahrq.gov/issue/safety-investigations-across-pond-deep-learning-englands-healthcare-safety-investigation … https://psnet.ahrq.gov/issue/safety-investigations-across-pond-deep-learning-englands-healthcare-safety-investigation

360. Psn-Pdf (pdf file)
     psnet.ahrq.gov/node/73253/psn-pdf
     May 12, 2021 - Any new process poses a risk for errors: learning from 4 months of Coronavirus disease 2019 (COVID-19 … https://psnet.ahrq.gov/issue/any-new-process-poses-risk-errors-learning-4-months-coronavirus-disease- … https://psnet.ahrq.gov/issue/any-new-process-poses-risk-errors-learning-4-months-coronavirus-disease- … 2019-covid-19 https://psnet.ahrq.gov/issue/any-new-process-poses-risk-errors-learning-4-months-coronavirus-disease … -2019-covid-19 https://psnet.ahrq.gov/issue/learning-errors-new-covid-19-vaccines https://psnet.ahrq.gov