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psnet.ahrq.gov/innovation/remote-response-team-and-customized-alert-settings-help-improve-management-sepsis
February 26, 2025 - By using data and feedback, informatics staff can collaborate with clinical teams to adjust the algorithm … Move all participating facilities to a uniform EHR system with the capacity to monitor data and provide … Collect and report out on baseline clinical and bundle compliance data. … closely with the technical and informatics team to improve the process based on needs and available data … Incidence and trends of sepsis in US hospitals using clinical vs claims data, 2009-2014.
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psnet.ahrq.gov/node/865374/psn-pdf
March 27, 2024 - AI-powered data models
excel in this task, as they can process real-time data from various sources within … AI models are only as
good as the data they are trained on, and if the training data are biased or underrepresent … , which involves creating artificial data that mimic real patient data but
without the inherent biases … Synthetic data in machine learning for
medicine and healthcare. … Why Artificial Intelligence Design Must Prioritize Data Privacy.
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psnet.ahrq.gov/perspective/conversation-eric-j-topol-md
February 26, 2025 - Previously they had to struggle to get their data and now it is free flowing. … about an individual and provides great data visualization back to that person. … Now you can, and over time that generates terabytes of data. … It is their data and they should own it. … amount of data that is not in the traditional electronic record.
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psnet.ahrq.gov/node/72793/psn-pdf
March 03, 2021 - Mitigating imperfect data validity in administrative data
PSIs: a method for estimating true adverse … Mitigating imperfect data validity in administrative data PSIs: a
method for estimating true adverse … https://psnet.ahrq.gov/issue/mitigating-imperfect-data-validity-administrative-data-psis-method-estimating … https://psnet.ahrq.gov/issue/mitigating-imperfect-data-validity-administrative-data-psis-method-estimating-true-adverse … https://psnet.ahrq.gov/issue/mitigating-imperfect-data-validity-administrative-data-psis-method-estimating-true-adverse
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psnet.ahrq.gov/node/865570/psn-pdf
April 10, 2024 - This data analysis revealed five high-risk
clinical scenarios. … Review data on adverse events. … Data-driven talking points shared at monthly quality meetings. … Data analysis of adverse events. … Investing resources into strong data collection and data analytics supported the NAPSI team’s
ability
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psnet.ahrq.gov/perspective/conversation-john-halamka-md-ms
March 27, 2024 - Then to say, "Doctor, you aren't sharing data, you are blocking," is just wrong. … Here are the data elements that the doctor has to collect. … Switching is hard and may require a lot of manual data entry. … care management, population health, data visualizations, etc. … exchanges and guarantee the integrity of those data exchanges?
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psnet.ahrq.gov/perspective/conversation-suchi-saria-phd
March 27, 2024 - time-series data—what are you guys doing with it?" … So, data was my starting point for learning where the use of data in health care was and where I felt … I'd ask: "Why aren't you using the data?" … or mining provider data or both? … SS : Instead of what's the data and whose data is it, we could almost start from the problem.
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psnet.ahrq.gov/node/47498/psn-pdf
March 05, 2019 - Data omission by physician trainees on ICU rounds. … Data Omission by Physician Trainees on ICU Rounds. … https://psnet.ahrq.gov/issue/data-omission-physician-trainees-icu-rounds
Reporting complete patient … Prior research has shown that data is sometimes omitted or
inaccurately communicated on rounds. … This observational study compared patient data shared by trainees
and medical students on ICU rounds
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psnet.ahrq.gov/perspective/health-plan-patient-safety-initiatives
July 10, 2024 - The health plan conducted an analysis of pharmacy claims data and other data sources to understand prescribing … Is that data-focused as well? … Amy Helwig: It is data-focused but may be different data than what providers see in their routine business … At the health plan level, our data is claims-focused. … We are rapidly improving data analysis around disparities and stratifying data by race, ethnicity,
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psnet.ahrq.gov/perspective/conversation-withamy-helwig-about-health-plan-patient-safety-initiatives
July 10, 2024 - Is that data-focused as well? … Amy Helwig: It is data-focused but may be different data than what providers see in their routine business … At the health plan level, our data is claims-focused. … We are rapidly improving data analysis around disparities and stratifying data by race, ethnicity, … The health plan conducted an analysis of pharmacy claims data and other data sources to understand prescribing
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psnet.ahrq.gov/node/50832/psn-pdf
January 01, 2021 - Can routinely collected data be
repurposed to predict avoidable patient harm? … Can routinely collected data be
repurposed to predict avoidable patient harm? … from 7 different sources (administrative, patient complaint and legal data)
preceding the cluster to … The authors suggest that use of some routinely
collected data of these types show promise; however, … data is needed.
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psnet.ahrq.gov/node/866861/psn-pdf
October 02, 2024 - Leapfrog safety grades in California hospitals: a data
analysis. … Leapfrog safety grades in California hospitals: a data analysis. … https://psnet.ahrq.gov/issue/leapfrog-safety-grades-california-hospitals-data-analysis
Public reporting … Using data
from the Leapfrog Safety Grade database, this study explores the relationship between hospital … https://psnet.ahrq.gov/issue/leapfrog-safety-grades-california-hospitals-data-analysis
https://psnet.ahrq.gov
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psnet.ahrq.gov/perspective/conversation-withpatrick-s-romano-md-mph
July 10, 2024 - One is that no single data source is ideal or perfect. … Everyone who has looked at multiple data sources has found that, in any one data source, you see problems … HCUP works with state health data agencies in more than 40 states to collect data on hospitalizations … the data with hospitals. … data from their laboratory information systems into the administrative data set.
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psnet.ahrq.gov/node/867746/psn-pdf
March 12, 2025 - Medical large language models are vulnerable to data-
poisoning attacks. … Medical large language models are vulnerable to data-poisoning
attacks. … https://psnet.ahrq.gov/issue/medical-large-language-models-are-vulnerable-data-poisoning-attacks
To … In this study, researchers simulated a data-poisoning attack by implanting false medical information … https://psnet.ahrq.gov/issue/medical-large-language-models-are-vulnerable-data-poisoning-attacks
https
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psnet.ahrq.gov/node/73063/psn-pdf
March 24, 2021 - Clinical data sharing improves quality measurement and
patient safety. … Clinical data sharing improves quality measurement and patient
safety. … https://psnet.ahrq.gov/issue/clinical-data-sharing-improves-quality-measurement-and-patient-safety
Quality … health
record (EHR) source and the same EHR source combined with health information exchange (HIE) data … The results show that adding HIE data changed 15% of quality measure calculations.
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psnet.ahrq.gov/node/46362/psn-pdf
January 01, 2021 - Making patient safety event data actionable:
understanding patient safety analyst needs. … Making Patient Safety Event Data Actionable: Understanding
Patient Safety Analyst Needs. … https://psnet.ahrq.gov/issue/making-patient-safety-event-data-actionable-understanding-patient-safety … -
analyst-needs
Incident reporting generates data about adverse events. … This qualitative study of patient safety analysts
sought insights about how incident report data is
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psnet.ahrq.gov/node/47874/psn-pdf
April 10, 2019 - Evaluating the effect of data standardization and
validation on patient matching accuracy. … Evaluating the effect of data standardization and validation on patient
matching accuracy. … https://psnet.ahrq.gov/issue/evaluating-effect-data-standardization-and-validation-patient-matching- … accuracy
This study examined whether use of data standardization for electronic health record information … Researchers found that using
recommended standards for entering demographic data improved matching of
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psnet.ahrq.gov/node/60581/psn-pdf
June 10, 2020 - Correlation between hospital rating agencies' data: an
analysis and recommendation. … Correlation between hospital rating agencies’ data: An analysis and
recommendation. … https://psnet.ahrq.gov/issue/correlation-between-hospital-rating-agencies-data-analysis-and-
recommendation … Using publicly-available data in Connecticut, this study analyzed the comparability of four health … https://psnet.ahrq.gov/issue/correlation-between-hospital-rating-agencies-data-analysis-and-recommendation
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psnet.ahrq.gov/node/865970/psn-pdf
May 29, 2024 - approaches used
in retrospective chart reviews to validate adverse event
rates in administrative data … methodological approaches used in
retrospective chart reviews to validate adverse event rates in administrative data … scoping-review-methodological-approaches-used-retrospective-chart-reviews-validate-adverse
https://psnet.ahrq.gov/issue/mitigating-imperfect-data-validity-administrative-data-psis-method-estimating-true-adverse … https://psnet.ahrq.gov/issue/validating-administrative-data-detection-adverse-events-older-hospitalized-patients
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psnet.ahrq.gov/node/844792/psn-pdf
January 01, 2020 - Surgical data recording technology: a solution to address
medical errors? … Surgical Data Recording Technology. Ann Surg. 2020;271(3):431-433. … real-time audio, video, and system data enables identification of process vulnerabilities. … This
commentary discusses the current state of black box approaches to collect surgical procedure data … https://psnet.ahrq.gov/issue/surgical-data-recording-technology-solution-address-medical-errors
https