-
digital.ahrq.gov/sites/default/files/docs/citation/r01hs025136-ratwani-final-report-2024.pdf
January 01, 2024 - identify CPOE- eMAR-BCMA related usability and safety
hazards using an innovative natural language processing … technology (health IT) during the
medication process, we applied a previously developed natural language processing
-
psnet.ahrq.gov/perspective/artificial-intelligence-and-diagnostic-errors
January 31, 2020 - AI is an applicable term across numerous technologies, including machine learning, natural language processing … Use of AI in diagnostic imaging can be included in processes such as acquiring the image, processing
-
effectivehealthcare.ahrq.gov/sites/default/files/data-extraction.ppt
January 01, 2009 - Tools Available for
Data Extraction and Collection
Pencil and paper
Word processing software (e.g., … These include pencil and paper, word processing software (e.g., Microsoft Word), spreadsheet (e.g., Microsoft
-
hcup-us.ahrq.gov/db/nation/kid/Availability_of_KID_Data_Elements.pdf
June 13, 2008 - -- Yes Yes Yes HOSPST
HOSPSTCO
Core (2000),
Hospital (2003,
2006)
Modified Federal Information Processing … Services AdmiKIDtration)
-- Yes Yes Yes HOSPSTCO
HFIPSSTCO Hospital
Unmodified Federal Information Processing
-
digital.ahrq.gov/sites/default/files/docs/citation/r21hs024001-oreskovic-final-report-2019.pdf
January 01, 2019 - Below are several diagrams explaining how the server is structured and how the data
processing is implemented … Overview of data processing
As shown in Figure 4, the raw sensor data (accelerometer, light sensor
-
digital.ahrq.gov/sites/default/files/docs/citation/r21hs022948-morrow-final-report-2018.pdf
January 01, 2018 - added to the message
to provide context for interpreting the specific scores and promote emotional processing … We leveraged this approach to guide post-processing of
utterances produced by the Vocalware speech synthesizer
-
digital.ahrq.gov/sites/default/files/docs/reducing-provider-burden-slides-012518.pdf
January 25, 2018 - enhanced-EMR, specifically for ‘no-show’ patients (p=.02),
suggesting ‘less optimal’ information processing … used, may not fully considered potential confounding
factors streaming from cognitive information processing
-
digital.ahrq.gov/sites/default/files/docs/citation/AppendixE_HIT_Hazard_Manager_Beta_Test.pdf
June 16, 2021 - with the vendor for several weeks to relocate the button, make it smaller, and
add an alert before processing … reference information (2)
• Miscalculation of a result (1)
• Lost data (1)
• Inaccurate natural language processing
-
digital.ahrq.gov/sites/default/files/docs/citation/r21hs026548-hershberger-final-report-2022.pdf
January 01, 2022 - ReadMI makes use of the latest advances in deep-learning-based speech recognition,
natural language processing … Interviewing” (ReadMI), making use of deep-learning-based speech
recognition and natural language processing
-
pso.ahrq.gov/sites/default/files/wysiwyg/ai-healthcare-safety-program.pdf
July 01, 2025 - including data elements, common and consistent definitions,
and a standardized computer interface for processing … welcome
8
23
To augment the analyses of the structured data, text mining and natural language processing
-
www.ahrq.gov/sites/default/files/2024-07/hernandez-boussard-report.pdf
January 01, 2024 - We developed and validated natural language processing (NLP) algorithms to extract
depression-related … strategies that will mitigate these limitations, including data sharing, application of
natural language processing
-
www.ahrq.gov/sites/default/files/wysiwyg/policymakers/chipra/LomotanDougherty2013.pdf
April 01, 2013 - Highly structured clinical documentation aids computer
processing such as automated quality measurement … be transformed into com
puter-interpretable information using techniques such as
natural language processing
-
www.ahrq.gov/sites/default/files/wysiwyg/professionals/quality-patient-safety/patient-safety-resources/resources/advances-in-patient-safety/vol1/Rundall.pdf
January 01, 2003 - themselves
to the creation of standardized systems that build safety into prescription ordering,
processing … difficult to study and manage
because the processes involved in medication use (prescribing, prescription
processing
-
www.ahrq.gov/research/findings/final-reports/ssi/ssi2a.html
April 01, 2018 - thresholds for laboratory values and vitals, and enriching the input data by using natural language processing … Recently, natural language processing was used to find postoperative complications (but not SSI) using
-
effectivehealthcare.ahrq.gov/sites/default/files/related_files/phenylketonuria_surveillance.pdf
January 15, 2013 - effect of concurrent Phe
levels and lifetime Index of
dietary control (IDC) of Phe
on pre-attentive processing … Pre-attentive processing in children
with early and continuously-treated PKU. … L
For Phe-L group: 295umol/L
Concurrent Phe was also
measured throughout study
Pre-attentive processing
-
effectivehealthcare.ahrq.gov/sites/default/files/pdf/medicine-safety-call-center_research.pdf
September 01, 2007 - Another
finding of the study is the need for natural language processing tools to process free text … In outpatient care, free text processing tools greatly outperform rule-based mechanisms
that rely on … were able to detect only 3 % of the adverse events when applied to
outpatient data, while free text processing
-
effectivehealthcare.ahrq.gov/sites/default/files/it-architecture-for-post-marketing-surveillance-arizona-cert.pdf
September 01, 2007 - Another
finding of the study is the need for natural language processing tools to process free text … In outpatient care, free text processing tools greatly outperform rule-based mechanisms
that rely on … were able to detect only 3 % of the adverse events when applied to
outpatient data, while free text processing
-
hcup-us.ahrq.gov/db/nation/nis/NISvariables1988-2014forHCUP-US.pdf
October 14, 2016 - - -- -- Yes Yes Yes Yes Yes Yes Yes Yes HCUP_ED
HFIPSSTCO Hospital
Unmodified Federal Information Processing … -- -- HOSPST
HOSPSTCO
Core (1988-
2002),
Hospital
(2002-2011)
Modified Federal Information Processing … -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- Yes Yes Yes Yes Yes Yes PRMCCS1
PROCESS Core Processing
-
hcup-us.ahrq.gov/db/nation/nis/NISvariables1988-2012forHCUP-US.pdf
May 14, 2013 - -- -- -- -- -- Yes Yes Yes Yes Yes Yes HCUP_ED
HFIPSSTCO Hospital
Unmodified Federal Information Processing … Yes Yes -- HOSPST
HOSPSTCO
Core (1988-
2002),
Hospital
(2002-2011)
Modified Federal Information Processing … - -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- -- Yes Yes Yes Yes PRMCCS1
PROCESS Core Processing
-
www.ahrq.gov/healthsystemsresearch/hspc-research-study/study-methods.html
June 01, 2020 - These manual reviews were used to train a natural language processing and machine learning algorithm … To do this, we relied on natural language processing to map project descriptions onto indices of relevant … We applied a straightforward natural language processing approach to these project descriptions, namely