22 datasets found
  1. p

    Data from: EHRCon: Dataset for Checking Consistency between Unstructured...

    • physionet.org
    Updated Mar 19, 2025
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    Yeonsu Kwon; Jiho Kim; Gyubok Lee; Seongsu Bae; Daeun Kyung; Wonchul Cha; Tom Pollard; Alistair Johnson; Edward Choi (2025). EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records [Dataset]. http://doi.org/10.13026/m4vd-y789
    Explore at:
    Dataset updated
    Mar 19, 2025
    Authors
    Yeonsu Kwon; Jiho Kim; Gyubok Lee; Seongsu Bae; Daeun Kyung; Wonchul Cha; Tom Pollard; Alistair Johnson; Edward Choi
    License

    https://github.com/MIT-LCP/license-and-dua/tree/master/draftshttps://github.com/MIT-LCP/license-and-dua/tree/master/drafts

    Description

    Electronic Health Records (EHRs) are integral for storing comprehensive patient medical records, combining structured data (e.g., medications) with detailed clinical notes (e.g., physician notes). These elements are essential for straightforward data retrieval and provide deep, contextual insights into patient care. However, they often suffer from discrepancies due to unintuitive EHR system designs and human errors, posing serious risks to patient safety. To address this, we developed EHRCon, a new dataset and task specifically designed to ensure data consistency between structured tables and unstructured notes in EHRs. EHRCon was crafted in collaboration with healthcare professionals using the MIMIC-III EHR dataset, and includes manual annotations of 4,101 entities across 105 clinical notes checked against database entries for consistency. EHRCon has two versions, one using the original MIMIC-III schema, and another using the OMOP CDM schema, in order to increase its applicability and generalizability.

  2. f

    Checking table of model precision.

    • plos.figshare.com
    xls
    Updated Jun 1, 2023
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    Cheng He; Matteo Convertino; Zhongke Feng; Siyu Zhang (2023). Checking table of model precision. [Dataset]. http://doi.org/10.1371/journal.pone.0075920.t005
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Jun 1, 2023
    Dataset provided by
    PLOS ONE
    Authors
    Cheng He; Matteo Convertino; Zhongke Feng; Siyu Zhang
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Checking table of model precision.

  3. GCE/Applied GCE A/AS and Equivalent Examination Results in England, 2009/10...

    • data.wu.ac.at
    • data.europa.eu
    pdf
    Updated Sep 8, 2014
    + more versions
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    Department for Education (2014). GCE/Applied GCE A/AS and Equivalent Examination Results in England, 2009/10 (Revised) [Dataset]. https://data.wu.ac.at/odso/data_gov_uk/YmYzYjQxZmItNTljOS00MDExLWE0ZDEtYmQ5NDJmNjViOTlj
    Explore at:
    pdfAvailable download formats
    Dataset updated
    Sep 8, 2014
    Dataset provided by
    Department for Educationhttps://gov.uk/dfe
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    This Statistical First Release (SFR) provides revised information on the overall achievements of young people in GCE and Applied GCE examinations and other equivalent qualifications in 2009/10. This updates the provisional SFR released in October 2010 and contains revised national level analyses by school type, gender and subject and revised local authority level analyses by gender. Further tables are provided separately on the DfE statistics website only, including alternative local analyses, time series giving achievements in GCE A/AS level subjects, and achievements in GCE A level subjects by institution type and Local Authority.

    The information in this SFR is based on data collated for the 2010 School and College (Key Stage 5) Performance Tables (formerly Achievement and Attainment Tables), which has now been checked by schools, and covers achievements in all Level 3 qualifications approved under Section 96 of the Learning and Skills Act (2000). The Qualifications and Curriculum Development Agency (QCDA) tariff is used to calculate point scores for all Level 3 qualifications.

  4. d

    Table chart preview

    • data.gov.au
    csv, csv-geo-au, xlsx
    Updated Jun 27, 2023
    + more versions
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    Data.gov.au (2023). Table chart preview [Dataset]. https://data.gov.au/data/dataset/table-chart-preview
    Explore at:
    csv(99), csv-geo-au(86862), csv-geo-au(781719), xlsx(120028)Available download formats
    Dataset updated
    Jun 27, 2023
    Dataset provided by
    Data.gov.au
    License

    Attribution 2.5 (CC BY 2.5)https://creativecommons.org/licenses/by/2.5/
    License information was derived automatically

    Description

    To check how the table/chart preview works on the magda side

  5. Cote d'Ivoire: Instruments and Apparatus for Measuring or Checking The Flow...

    • app.indexbox.io
    Updated Jun 25, 2024
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    IndexBox AI Platform (2024). Cote d'Ivoire: Instruments and Apparatus for Measuring or Checking The Flow or Level of Liquids 2007-2024 [Dataset]. https://app.indexbox.io/table/902610/384/
    Explore at:
    Dataset updated
    Jun 25, 2024
    Dataset provided by
    IndexBox
    Authors
    IndexBox AI Platform
    License

    Attribution-NoDerivs 3.0 (CC BY-ND 3.0)https://creativecommons.org/licenses/by-nd/3.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2007 - Dec 31, 2024
    Area covered
    Côte d'Ivoire
    Description

    Statistics illustrates consumption, production, prices, and trade of Instruments and Apparatus for Measuring or Checking The Flow or Level of Liquids in Cote d'Ivoire from 2007 to 2024.

  6. C

    China CN: Export: HS 8: Drafting Tables and Machines, Whether or Not...

    • ceicdata.com
    Updated Aug 3, 2023
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    CEICdata.com (2023). China CN: Export: HS 8: Drafting Tables and Machines, Whether or Not Automatic [Dataset]. https://www.ceicdata.com/en/china/rmb-hs90-optical-photographic-cinematographic-measuring-checking-precision-medical-or-surgical-instruments-and-apparatus-parts-and-accessories-thereof/cn-export-hs-8-drafting-tables-and-machines-whether-or-not-automatic
    Explore at:
    Dataset updated
    Aug 3, 2023
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2024 - Dec 1, 2024
    Area covered
    China
    Description

    China Export: HS 8: Drafting Tables and Machines, Whether or Not Automatic data was reported at 18.325 RMB mn in Dec 2024. This records a decrease from the previous number of 21.417 RMB mn for Nov 2024. China Export: HS 8: Drafting Tables and Machines, Whether or Not Automatic data is updated monthly, averaging 7.498 RMB mn from Jan 2015 (Median) to Dec 2024, with 120 observations. The data reached an all-time high of 21.417 RMB mn in Nov 2024 and a record low of 2.543 RMB mn in Feb 2020. China Export: HS 8: Drafting Tables and Machines, Whether or Not Automatic data remains active status in CEIC and is reported by General Administration of Customs. The data is categorized under China Premium Database’s International Trade – Table CN.JKF: RMB: HS90: Optical, Photographic, Cinematographic, Measuring, Checking, Precision, Medical or Surgical Instruments and Apparatus; Parts and Accessories Thereof.

  7. M

    Macau SAR, China Gaming: Number of Gaming Table

    • ceicdata.com
    Updated Mar 15, 2018
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    Macau SAR, China Gaming: Number of Gaming Table [Dataset]. https://www.ceicdata.com/en/macau/number-of-casinos-and-gaming-tables/gaming-number-of-gaming-table
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    Dataset updated
    Mar 15, 2018
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jun 1, 2015 - Mar 1, 2018
    Area covered
    Macao
    Variables measured
    Tourism Statistics
    Description

    Macau Gaming: Number of Gaming Table data was reported at 6,598.000 Unit in Sep 2018. This records an increase from the previous number of 6,588.000 Unit for Jun 2018. Macau Gaming: Number of Gaming Table data is updated quarterly, averaging 5,302.000 Unit from Mar 2005 (Median) to Sep 2018, with 55 observations. The data reached an all-time high of 6,598.000 Unit in Sep 2018 and a record low of 1,226.000 Unit in Mar 2005. Macau Gaming: Number of Gaming Table data remains active status in CEIC and is reported by Gaming Inspection and Coordination Bureau. The data is categorized under Global Database’s Macau SAR – Table MO.Q019: Number of Casinos and Gaming Tables.

  8. d

    Credit department check deposit account number and balance statistics table:...

    • data.gov.tw
    csv, json
    Updated Jun 27, 2024
    + more versions
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    Ministry of Agriculture (2024). Credit department check deposit account number and balance statistics table: Credit department check deposit account number and balance statistics table [Dataset]. https://data.gov.tw/en/datasets/67298
    Explore at:
    json, csvAvailable download formats
    Dataset updated
    Jun 27, 2024
    Dataset authored and provided by
    Ministry of Agriculture
    License

    https://data.gov.tw/licensehttps://data.gov.tw/license

    Description

    The information provided includes: file name, link, update date, and other field data.

  9. I

    Indonesia Export: Value: Plotters (Drafting Tables and Machines), Whether or...

    • ceicdata.com
    Updated Feb 15, 2025
    + more versions
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    CEICdata.com (2025). Indonesia Export: Value: Plotters (Drafting Tables and Machines), Whether or Not Automatic [Dataset]. https://www.ceicdata.com/en/indonesia/foreign-trade-by-hs-8-digits-export-hs90-optical-photographic-cinematographic-measuring-checking-medical-or-surgical-instruments-and-apparatus-parts-and-accessories/export-value-plotters-drafting-tables-and-machines-whether-or-not-automatic
    Explore at:
    Dataset updated
    Feb 15, 2025
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 1, 2022 - May 1, 2024
    Area covered
    Indonesia
    Description

    Indonesia Export: Value: Plotters (Drafting Tables and Machines), Whether or Not Automatic data was reported at 0.000 USD mn in May 2024. This records an increase from the previous number of 0.000 USD mn for Feb 2022. Indonesia Export: Value: Plotters (Drafting Tables and Machines), Whether or Not Automatic data is updated monthly, averaging 0.000 USD mn from Feb 2022 (Median) to May 2024, with 2 observations. The data reached an all-time high of 0.000 USD mn in May 2024 and a record low of 0.000 USD mn in Feb 2022. Indonesia Export: Value: Plotters (Drafting Tables and Machines), Whether or Not Automatic data remains active status in CEIC and is reported by Statistics Indonesia. The data is categorized under Indonesia Premium Database’s Foreign Trade – Table ID.JAH089: Foreign Trade: by HS 8 Digits: Export: HS90: Optical, Photographic, Cinematographic, Measuring, Checking, Medical or Surgical Instruments and Apparatus, Parts, and Accessories.

  10. c

    Recreational Water Facilities Inspection - Tables

    • geohub.cambridge.ca
    • hub.arcgis.com
    • +2more
    Updated Feb 9, 2023
    + more versions
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    Region of Waterloo (2023). Recreational Water Facilities Inspection - Tables [Dataset]. https://geohub.cambridge.ca/documents/e6f07da9903c42bc93c8f9523233c4f4
    Explore at:
    Dataset updated
    Feb 9, 2023
    Dataset authored and provided by
    Region of Waterloo
    Description

    **Please Note: the data provided in this table is updated weekly.This is designed to provide the public with information regarding inspections of all geographically fixed personal services premises in Waterloo Region. Please be advised that the results of all inspections posted here describe what the Public Health Inspector (PHI) observed on the date of inspection. This data is not intended to guarantee the conditions of a personal services premise at all times and should not be relied upon for that purpose. No endorsement of any personal services premise, or the products or services offered by a personal service premise, is expressed or implied by any information, material or content included in this data.

  11. Semantic Table Search Dataset

    • zenodo.org
    • data.niaid.nih.gov
    application/gzip
    Updated Jun 26, 2023
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    Aristotelis Leventidis; Aristotelis Leventidis; Matteo Lissandrini; Matteo Lissandrini; Laura Di Rocco; Laura Di Rocco; Martin Pekár Christensen; Martin Pekár Christensen; Renée J. Miller; Katja Hose; Katja Hose; Renée J. Miller (2023). Semantic Table Search Dataset [Dataset]. http://doi.org/10.5281/zenodo.7684061
    Explore at:
    application/gzipAvailable download formats
    Dataset updated
    Jun 26, 2023
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Aristotelis Leventidis; Aristotelis Leventidis; Matteo Lissandrini; Matteo Lissandrini; Laura Di Rocco; Laura Di Rocco; Martin Pekár Christensen; Martin Pekár Christensen; Renée J. Miller; Katja Hose; Katja Hose; Renée J. Miller
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Semantic Table Search Dataset Resource: A Large Scale Test Corpus for Semantic Table Search
    Check out the README for more information.

  12. Moment when the return policies of an online shop are checked by U.S....

    • statista.com
    Updated Jan 6, 2020
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    Statista (2020). Moment when the return policies of an online shop are checked by U.S. consumers 2018 [Dataset]. https://www.statista.com/forecasts/962058/reasons-to-return-an-online-ordered-article-for-us-consumers
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    Dataset updated
    Jan 6, 2020
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    Sep 13, 2018 - Sep 20, 2018
    Area covered
    United States
    Description

    This statistic shows the results of a survey conducted in the United States in 2018 on online shopping. Some 36 percent of the respondents stated that they are checking the return policies of an online shop when they have found a product the probably want to buy.The Survey Data Table for the Statista survey Online-Shopping in the U.S. 2018 contains the complete tables for the survey including various column headings.

  13. f

    Table S19

    • melbourne.figshare.com
    xlsx
    Updated Nov 12, 2017
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    Charles Feigin (2017). Table S19 [Dataset]. http://doi.org/10.4225/49/5a08d778b9cba
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    xlsxAvailable download formats
    Dataset updated
    Nov 12, 2017
    Dataset provided by
    University of Melbourne
    Authors
    Charles Feigin
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Pairwise comparisons of branch lengths between UCSC and study tree models.

  14. d

    Taichung City 105 Year 1-12 Month Conscription Check Statistics Table

    • data.gov.tw
    csv, json
    Updated Dec 16, 2024
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    Civil Affairs Bureau, Taichung City Government (2024). Taichung City 105 Year 1-12 Month Conscription Check Statistics Table [Dataset]. https://data.gov.tw/en/datasets/84713
    Explore at:
    csv, jsonAvailable download formats
    Dataset updated
    Dec 16, 2024
    Dataset authored and provided by
    Civil Affairs Bureau, Taichung City Government
    License

    https://data.gov.tw/licensehttps://data.gov.tw/license

    Area covered
    Taichung City
    Description

    Taichung City 105 1-12 months male conscription examination statistics table data

  15. a

    Personal Services Inspection - Table

    • open-kitchenergis.opendata.arcgis.com
    • geohub.cambridge.ca
    Updated Feb 9, 2023
    + more versions
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    Region of Waterloo (2023). Personal Services Inspection - Table [Dataset]. https://open-kitchenergis.opendata.arcgis.com/documents/beb380d01149451dad08a04ebf19fdc3
    Explore at:
    Dataset updated
    Feb 9, 2023
    Dataset authored and provided by
    Region of Waterloo
    Description

    **Please Note: the data provided in this table is updated weekly.This is designed to provide the public with information regarding inspections of all geographically fixed personal services premises in Waterloo Region. Please be advised that the results of all inspections posted here describe what the Public Health Inspector (PHI) observed on the date of inspection. This data is not intended to guarantee the conditions of a personal services premise at all times and should not be relied upon for that purpose. No endorsement of any personal services premise, or the products or services offered by a personal service premise, is expressed or implied by any information, material or content included in this data.

  16. 2024 maladministration report

    • gov.uk
    Updated Mar 3, 2025
    + more versions
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    Standards and Testing Agency (2025). 2024 maladministration report [Dataset]. https://www.gov.uk/government/publications/2024-maladministration-report
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    Dataset updated
    Mar 3, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Standards and Testing Agency
    Description

    This report details the numbers, sources and types of allegations of maladministration reported to STA’s maladministration team in the academic year 2023 to 2024, relating to the:

    • reception baseline assessment (RBA)
    • key stage 1 (KS1) national curriculum tests, including the phonics screening check and teacher assessment
    • key stage 2 (KS2) national curriculum tests, including the multiplication tables check (MTC) and teacher assessment

    It also presents the numbers of amendments and annulments to results made.

  17. Phonics screening check and key stage 1 assessments: England 2013

    • gov.uk
    Updated Dec 12, 2013
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    Department for Education (2013). Phonics screening check and key stage 1 assessments: England 2013 [Dataset]. https://www.gov.uk/government/statistics/phonics-screening-check-and-national-curriculum-assessments-at-key-stage-1-in-england-2013
    Explore at:
    Dataset updated
    Dec 12, 2013
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Education
    Area covered
    England
    Description

    This Statistical First Release (SFR) provides provisional 2012/2013 information on the achievements of both eligible pupils in the phonics screening check and those pupils at the end of key stage 1 (KS1) in their national curriculum teacher assessments by level, gender, ethnicity, English as a first language, free school meal eligibility, special educational need and the income deprivation affecting children index (IDACI). Breakdowns of achievement for disadvantaged pupils were added to both the phonics and key stage 1 tables on 12th December 2013.

    The phonics screening check introduced in 2012 is a statutory assessment for all children in year 1 (typically aged 6). All state-funded schools with a year 1 cohort must administer the checks. Those pupils who did not meet the standard in year 1 or who were not tested are re-checked at the end of year 2 (typically aged 7).

    The KS1 teacher assessments measure pupils’ attainment against the levels set by the national curriculum. They measure the extent to which pupils have the specific knowledge, skills and understanding which the national curriculum expects pupils to have mastered by the end of KS1. The national curriculum standards have been designed so that by the end of KS1, pupils are expected to reach Level 2.

    The figures contained within this publication combine the information gathered through the school census in January 2013 and the 2013 phonics and key stage 1 achievement data. This release provides information at national and local authority (LA) level and includes attainment by pupil characteristics. Tables showing a breakdown of KS1 attainment by area of pupil residence are included in this release.

    The key points from this release are:

    • In the 2013 phonics screening check 69% of year 1 pupils met the expected standard of phonic decoding, an increase of 11 percentage points since 2012. As in 2012, girls outperformed boys with 73% achieving the expected standard compared to 65% of boys. All characteristic groupings have seen proportions achieving the expected standard increase in the last year.

    • In 2013 85% of pupils at the end of year 2 met the expected standard of phonic decoding. This includes the proportion reaching the expected standard of phonic decoding in year 1, 2012 and those re-checked or taking for the first time in 2013.

    • The 2013 key stage 1 (KS1) teacher assessments show that the percentage of pupils achieving the expected level has continued to increase in all subjects. The largest increases, also seen in 2012, are in reading and writing where the percentage of pupils achieving the expected level has increased by a further 2 percentage points. The percentages of pupils achieving the expected level in speaking and listening, science and mathematics have improved by 1 percentage point.

    • Girls continue to outperform boys in terms of the percentage of pupils reaching the expected level at KS1. The biggest difference is in writing with a gap of 9 percentage points, 1 percentage point lower than in 2012.

    Sally Marshall

    National Pupil Database and Small Area Statistics team

    01142 742 317

    attainment.statistics@education.gsi.gov.uk

  18. Vehicles and drivers tables index

    • gov.uk
    Updated May 15, 2024
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    Department for Transport (2024). Vehicles and drivers tables index [Dataset]. https://www.gov.uk/government/statistical-data-sets/vehicles-statistical-tables-index
    Explore at:
    Dataset updated
    May 15, 2024
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Department for Transport
    Description
  19. w

    Independent schools inspection outcomes: September 2014 to March 2015

    • gov.uk
    Updated Dec 18, 2019
    + more versions
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    Independent schools inspection outcomes: September 2014 to March 2015 [Dataset]. https://www.gov.uk/government/statistics/independent-schools-inspection-outcomes-september-2014-to-march-2015
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    Dataset updated
    Dec 18, 2019
    Dataset provided by
    GOV.UK
    Authors
    Ofsted
    Description

    These statistics from inspections of independent schools in England are made up of:

    • main findings, charts and tables in pdf format and word format
    • tables, charts and individual provider-level data in Excel format

    Official statistics are produced impartially and free from political influence.

  20. Further education and skills inspection and outcomes as at 29 February 2016

    • gov.uk
    Updated Jun 30, 2016
    + more versions
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    Further education and skills inspection and outcomes as at 29 February 2016 [Dataset]. https://www.gov.uk/government/statistics/further-education-and-skills-inspection-and-outcomes-as-at-29-february-2016
    Explore at:
    Dataset updated
    Jun 30, 2016
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Ofsted
    Description

    These inspection of further education and skills in England statistics are made up of:

    • key findings, charts and tables in pdf format and word format
    • tables, charts and individual provider-level data in Excel format

    Official statistics are produced impartially and free from political influence.

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Yeonsu Kwon; Jiho Kim; Gyubok Lee; Seongsu Bae; Daeun Kyung; Wonchul Cha; Tom Pollard; Alistair Johnson; Edward Choi (2025). EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records [Dataset]. http://doi.org/10.13026/m4vd-y789

Data from: EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records

Related Article
Explore at:
Dataset updated
Mar 19, 2025
Authors
Yeonsu Kwon; Jiho Kim; Gyubok Lee; Seongsu Bae; Daeun Kyung; Wonchul Cha; Tom Pollard; Alistair Johnson; Edward Choi
License

https://github.com/MIT-LCP/license-and-dua/tree/master/draftshttps://github.com/MIT-LCP/license-and-dua/tree/master/drafts

Description

Electronic Health Records (EHRs) are integral for storing comprehensive patient medical records, combining structured data (e.g., medications) with detailed clinical notes (e.g., physician notes). These elements are essential for straightforward data retrieval and provide deep, contextual insights into patient care. However, they often suffer from discrepancies due to unintuitive EHR system designs and human errors, posing serious risks to patient safety. To address this, we developed EHRCon, a new dataset and task specifically designed to ensure data consistency between structured tables and unstructured notes in EHRs. EHRCon was crafted in collaboration with healthcare professionals using the MIMIC-III EHR dataset, and includes manual annotations of 4,101 entities across 105 clinical notes checked against database entries for consistency. EHRCon has two versions, one using the original MIMIC-III schema, and another using the OMOP CDM schema, in order to increase its applicability and generalizability.

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