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digital.ahrq.gov/location/usa-nc-chapel-hill
January 01, 2023 - Results
Description
This project assessed provider mental workload and performance while processing
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017030-turchin-final-report-2011.pdf
January 01, 2011 - Methods: We developed several natural language processing software applications to identify
documentation … Results: We have designed high-fidelity natural language processing tools for identification of
treatment … electronic medical records, diabetes mellitus, quality of care, process measure,
natural language processing … Design of natural language processing software for identification of treatment intensification … Iterative development process for natural language processing software
7
Specific Aim
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017022-hazlehurst-final-report-2010.pdf
January 01, 2010 - Our method uses natural language
processing (NLP) to gain access to this data. … numerator events and another 5 measures (23%) were demonstrably improved by this
processing. … Unlocking clinical data
from narrative reports: A study of natural language
processing. … Automated Encoding of Clinical Documents Based on
Natural Language Processing. … Natural language processing and the representation of
clinical data.
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digital.ahrq.gov/research-method/analysis
January 01, 2023 - Principal Investigator
Zhou, Li
Project Name
Encoding and Processing Patient Allergy
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digital.ahrq.gov/ahrq-funded-projects/improving-outpatient-medication-lists-using-temporal-reasoning-and-clinical/annual-summary/2011
January 01, 2011 - Natural language processing (NLP) is any system that manipulates free-form text or speech. … Thereafter, the project team evaluated the performance of MTERMS in processing medication information
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digital.ahrq.gov/sites/default/files/docs/workflowtoolkit/PrescriptionRenewalRequest-PaperSystem.pdf
January 01, 2010 - prescription renewal
Retrieve patient
chart
Give renewal
request and chart
to provider for
approval/
processing
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digital.ahrq.gov/ahrq-funded-projects/treat-ecards-translating-evidence-action-electronic-clinical-decision-support
January 01, 2023 - Artificial Intelligence
Clinical Decision Support System
Dashboard
Machine Learning
Natural Language Processing … Intelligence , Clinical Decision Support System , Dashboard , Machine Learning , Natural Language Processing
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digital.ahrq.gov/principal-investigator/chaudhry-rajeev
January 01, 2023 - Cervical Cancer Screening and Surveillance
Description
This project created a natural language processing-enabled
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digital.ahrq.gov/organization/university-north-carolina-chapel-hill
January 01, 2023 - Results
Description
This project assessed provider mental workload and performance while processing
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digital.ahrq.gov/ahrq-funded-projects/automating-assessment-asthma-care-quality/activity/automating-assessment-asthma/annual-summary/2010
January 01, 2010 - this task, the project employed MediClass (a medical classifier), which is a proven natural language processing … Subsequently, a modified Healthcare Effectiveness Data and Information Set method that included text processing … Most quality measures were associated with several unique target concepts identified by MediClass processing
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digital.ahrq.gov/ahrq-funded-projects/monitoring-intensification-treatment-hyperglycemia-and-hyperlipidemia/annual-summary/2010
January 01, 2010 - The second is a natural language processing tool that assesses whether accurate measures of treatment … Impact and Findings: The team designed high-fidelity natural language processing tools for identification
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digital.ahrq.gov/events/national-web-conference-health-it-and-safety
January 01, 2023 - He discussed using informatics techniques like natural language processing and machine learning to develop
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digital.ahrq.gov/technology/generative-artificial-intelligence
January 01, 2023 - Healthcare Services and Equity
Description
This research explores using natural language processing
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digital.ahrq.gov/health-it-tools-and-resources/implementation-toolsets-e-prescribing/toolset-e-prescribing/tool-52a-sample-task-table-no-delegation
January 01, 2023 - Transmit to pharmacy
Office Staff
Processing
Transmit to pharmacy via fax or phone
Prescription
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digital.ahrq.gov/sites/default/files/docs/July%20Teleconference%20Transcript.pdf
June 16, 2021 - AHRQ 7/13/10 Page 4
What I’ll call deep natural language processing as shown here, where you … This is, this is using natural language processing on chest X-ray reports. … We use natural language processing in 45 rules to detect these errors in
discharge summary. … The electronic health record and processing of
that record is imperfect. … And complex reports like (inaudible) summaries require
complex processing.
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digital.ahrq.gov/ahrq-funded-projects/finding-safer-way-novel-interaction-design-approaches-health-it-safety
January 01, 2023 - Disclaimer
Disclaimer details
Close
Application of natural language processing … Application of natural language processing to learn insights on the clinician's lived experience of electronic … Qualitative , Structured/Semi-Structured Interview Technology: Artificial Intelligence , Natural Language Processing
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digital.ahrq.gov/ahrq-funded-projects/surveillance-adverse-drug-events-ambulatory-pediatrics/annual%20summary/2010
January 01, 2010 - its rule-based expert systems architecture for discrete data, and the open-source natural language processing … of 1,990 patients, there were 212 discrete alerts that detected 73 ADEs, and 1,055 natural language processing
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digital.ahrq.gov/2020-year-review/research-summary/improving-delivery-health-services-health-systems-level
January 01, 2020 - Gondy Leroy and team at the University of Arizona developed and evaluated natural language processing … Thomas Trikalinos used machine learning technologies, including natural language processing, information
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digital.ahrq.gov/sites/default/files/docs/Health_IT_and_Safety_070910_comp.pdf
July 13, 2010 - exception
• Often only a limited view of the clinical
state and process
Natural language processing … UMLS)
– Best for less common conditions
degree: low
Deep Natural Language Processing … can be useful in patient safety research
– you need an EHR
• Imperfect sources and imperfect processing … Framework
Event detection
Target errors
Data sources
Terminology challenges
Natural language processing … Deep Natural Language Processing
NLP at Columbia
Demography of CXRs
Calibration via falls
Falls
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digital.ahrq.gov/ahrq-funded-projects/context-aware-knowledge-delivery-electronic-health-records
January 01, 2023 - Type: Journal Publication Research Method: Algorithm , Quantitative Technology: Natural Language Processing … Type: Journal Publication Research Method: Algorithm , Quantitative Technology: Natural Language Processing … Type: Journal Publication Research Method: Algorithm , Quantitative Technology: Natural Language Processing