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Total Results: 1,672 records

Showing results for "risk".

181. A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention among Hospitalized Patients - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs028511-held-final-report-2024.pdf
     January 01, 2024 - levels of risk. … Class 1 (high-risk HIV) patients. … Current screening methods overlook high-risk groups such as patients residing within high-risk zip … only contributed to a dramatic rise in overdose deaths but has also exacerbated HIV transmission risks … Performance Metrics: The machine learning classifier, trained to identify HIV acquisition and transmission risks

182. Evaluation and Integration of an Automatic Fall Prediction System - 2012 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system/annual-summary/2012
     January 01, 2012 - and evaluated a method to track variability in everyday movements as an additional means to predict risk … It aimed to demonstrate that increased movement variability is a stronger predictor of fall risk than … two other well-known risk factors—history of falls and use of prescribed psychoactive medications—and … that collectively, prediction of fall risk is significantly improved. … his research team anticipated that the new method will be a useful tool for relating changes in fall risk

183. Evaluation and Integration of an Automatic Fall Prediction System - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/evaluation-and-integration-automatic-fall-prediction-system/annual-summary/2011
     January 01, 2011 - and evaluating a method to track variability in everyday movements as an additional means to predict risk … It aims to demonstrate that increased movement variability is a stronger predictor of fall risk than … two other well-known risk factors - history of falls and use of prescribed psychoactive medications - … and that collectively, prediction of fall risk is significantly improved. … his research team anticipate that the new method will be a useful tool for relating changes in fall risk

184. Scalable Decision Support and Shared Decision Making for Lung Cancer Screening | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/scalable-decision-support-and-shared-decisionmaking-lung-cancer-screening
     January 01, 2023 - However, use of the test requires a risk-benefit discussion between patients and their physicians prior … Veterans Administration (VA) medical centers, decision making improved about LDCT screenings among at-risk … discussion with at-risk patients on whether lung cancer screening is right for them. … discussion with at-risk patients on whether lung cancer screening is right for them. … discussion with at-risk patients on whether lung cancer screening is right for them.

185. Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD) - 2011 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/ambulatory-care-compact-organize-risk-and-decisionmaking-accord/annual-summary/2011
     January 01, 2011 - Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD) - 2011 Project Name … Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD) Principal Investigator … The system, titled Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD), allowed patients … compacts" or agreements between provider and patient, and provided explanatory information about the risks … partnerships that results in documented followup care plans that can be tracked reliably to reduce the risk

186. Retrospective | Digital Healthcare Research
     digital.ahrq.gov/research-method/retrospective
     January 01, 2025 - The foundational capabilities of large language models in predicting postoperative risks … The foundational capabilities of large language models in predicting postoperative risks using clinical … Risk factors for hospital readmission in patients with interstitial lung disease. … and HIV Treatment and Prevention Among Hospitalized Patients Cardiometabolic risk … Cardiometabolic risk in pediatric patients with intellectual and developmental disabilities.

187. Understanding CancelRx: Impact on Clinical Workflows, Medication Safety Risks, and Patient Outcomes – Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs026584-pitts-final-report-2022.pdf
     January 01, 2022 - Understanding CancelRx: Impact on Clinical Workflows, Medication Safety Risks, and Patient Outcomes – … Final Report Understanding CancelRx: Impact on Clinical Workflows, Medication Safety Risks, and … after discontinuation in the electronic health record (EHR) (2, 3), with 34% meeting criteria for high risk … result in a discrepancy between the EHR and pharmacy management software which introduces a safety risk … Understanding CancelRx: Results of End-to-End Functional Testing, Proactive Risk Assessment, and Pilot

188. Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD) - 2010 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/ambulatory-care-compact-organize-risk-and-decisionmaking-accord/annual-summary/2010
     January 01, 2010 - Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD) - 2010 Project Name … Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD) Principal Investigator … The system, titled Ambulatory Care Compact to Organize Risk and Decisionmaking (ACCORD), will allow patients … compacts” or agreements between provider and patient, and by providing explanatory information about the risks … partnerships that results in documented followup care plans that can be tracked reliably to reduce the risk

189. Using Innovative Communication Technology to Improve the Health of Young African American Women | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/using-innovative-communication-technology-improve-health-young-african-american
     January 01, 2023 - It may be that by the time a woman is pregnant it is too late to change the risks that lead to infant … These modifications included the development of a personalized and comprehensive online risk assessment … tool of preconception risks; scripts with culturally appropriate health promotion and behavior change … The six testers identified 128 risks that they "discussed" with Gabby, with participants choosing to … The project indicates that the use of an online tailored health risk assessment and education system

190. Leveraging Health Information Technology to Avoid Unnecessary Asymptomatic Carotid Revascularization - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/publication/r21hs021581-goodney-final-report-2015.pdf
     January 01, 2015 - patients with asymptomatic carotid stenosis, decision-making strategies must carefully weigh the up-front risks … patients with asymptomatic carotid stenosis, decision-making strategies must carefully weigh the up-front risks … Therefore, the up-front risks of surgery, as well as overall patient life expectancy, are more … benefit easily lost if surgical risks are high, such as in low-volume hospitals or among … of patient risk.

191. Using the EMR to identify and screen patients at risk for delirium - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r18hs022666-weckmann-final-report-2016.pdf
     January 01, 2016 - modifiable risk factors (e.g. infection) and non-modifiable risk factors (e.g. … Delirium risk factors: The following risk factors were determined to be related to the development of … This demonstrates that risk categories can accurately predict which patients are at the highest risk … = moderate, green = low risk) 3. … Positive risk factors. 4. Most recent pain scores. 5.

192. Harnessing Health Information Technology to Prevent Medication-Induced Birth Defects | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/harnessing-health-information-technology-prevent-medication-induced-birth
     January 01, 2023 - medications and prompted them to counsel women about the risks and need for adequate contraception. … multi-faceted CDS group reported a greater increase in the number of times they counseled women about the risks … Provider Order Entry System Population: Adults , Women Women's perspectives on counseling about risks … Women's perspectives on counseling about risks for medication-induced birth defects. … Perspectives of primary care clinicians on teratogenic risk counseling.

193. Abraham, Joanna | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/abraham-joanna
     January 01, 2025 - The foundational capabilities of large language models in predicting postoperative risks … The foundational capabilities of large language models in predicting postoperative risks using clinical … Risk factors for hospital readmission in patients with interstitial lung disease. … learning-augmented and telemedicine-augmented sociotechnical intervention for postoperative handoffs to reduce the risks … Risk factors associated with medication ordering errors.

194. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making (pdf file)
     digital.ahrq.gov/sites/default/files/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
     September 01, 2023 - Decision talk contextualizes the risks and benefits (knowledge) presented in the option talk phase. … OPTION TALK Discuss benefits and risks of options. … Using clinical risk factors and patient preferences, it generates risk for gastrointestinal bleeding … interventions to lower risks Knapp ST, Revette A, Underhill-Blazey M, et al. … An overview of clinical decision support systems: benefits, risks, and strategies for success.

195. The Anesthesiology Control Tower: Like Air Traffic Control for Operating Rooms | Digital Healthcare Research
     digital.ahrq.gov/2020-year-review/research-summary/anesthesiology-control-tower-air-traffic-control-operating-rooms
     January 01, 2020 - and better communication to mitigate risks during the surgery. … Air traffic control concepts can predict high risks for healthcare complications and improve decision … And during operations, the patient's risk isn't static. It changes with time. … So, if you've got a lot of bleeding, your risk will go up. … If you've got a long period with low blood pressure, your risk will go up.” –Dr. Avidan Dr.

196. Machine Learning | Digital Healthcare Research
     digital.ahrq.gov/technology/machine-learning
     January 01, 2025 - The foundational capabilities of large language models in predicting postoperative risks … The foundational capabilities of large language models in predicting postoperative risks using clinical … Complex Care Needs External validation and update of the pediatric asthma risk … External validation and update of the pediatric asthma risk score as a passive digital marker for childhood … developing predictive models to assess in real-time the potential for transplant success and to evaluate risk

197. Massachusetts General Hospital | Digital Healthcare Research
     digital.ahrq.gov/organization/massachusetts-general-hospital
     January 01, 2023 - effective antibiotics for each patient, reduce unnecessary use of broad-spectrum antibiotics, lower the risks … and establish the efficacy of an actionable predictive model to identify pregnant individuals at high risk … postpartum hemorrhage which can be used in combination with a clinical decision support tool to reduce the risk … Care in a Resource-Limited Environment Ambulatory Care Compact to Organize Risk … Principal Investigator Chueh, Henry Project Name Ambulatory Care Compact to Organize Risk

198. Improving Teen Care with HIT - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r01hs023383-mccarty-final-report-2020.pdf
     January 01, 2020 - The iHA feedback aimed to provide education regarding health risks and consequences, and contextualizing … Clinicians received the results of the iHA to increase knowledge and awareness of adolescent-reported risks … on counseling for each category of risk behaviors: high risk and moderate risk, controlling for the … High risk behaviors were assigned a score of 2, moderate-risk a score of 1, and low-risk a score of … Responding to Young People's Health Risks in Primary Care: A Cluster Randomised Trial of Training Clinicians

199. Leveraging Health Information Technology to Avoid Unnecessary Asymptomatic Carotid Revascularization | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/leveraging-health-information-technology-avoid-unnecessary-asymptomatic-carotid-revascularization
     January 01, 2023 - patients with asymptomatic carotid stenosis, decision making strategies must carefully weigh the near-term risks … of revascularization against the long-term risk of stroke during the patient’s expected lifespan. … for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT). … for patients with asymptomatic carotid stenosis: the Carotid Risk Assessment Tool (CARAT). … Outcomes of carotid endarterectomy versus stenting in comparable medical risk patients.

200. Improving Safety in Postoperative Handoff Communication with Telemedicine and Machine Learning | Digital Healthcare Research
     digital.ahrq.gov/program-overview/research-stories/improving-safety-postoperative-handoff-communication-telemedicine
     January 01, 2023 - Poor postoperative handoffs can risk patient safety Effective communication during postoperative handoffs … ICU, whereas the machine learning–augmented report promotes the identification and sharing of patient risks … personalize patient handoffs, thereby promoting intelligent and interactive communication of patient risks … and risk mitigation strategies. … Joanna Abraham Reducing risks can increase safety of postoperative handoffs Customizing postoperative