This workbook "Medical Conditions Analysis for Electronic Healthcare Records" (DOI: https://doi.org/10.21949/1528558)supplements the MITRE document "Integrating Commercial Healthcare Datasets for Aeromedical Risk Analyses" (DOI: https://doi.org/10.21949/158556).
This workbook addresses eight different medical conditions that can lead to pilot incapacitation. Each page focuses on one condition and lists information that could be found in a healthcare dataset to help predict the onset of that condition through the use of a machine learning algorithm. The information listed ranges from diagnoses, tests, and vitals that are collected in electronic health records. The MITRE team has included the relevant ICD‐9, ICD‐10, LOINC, and/or SNOMED codes to help readily identify the information in the data, as well as the normal ranges the data should fall between (where applicable). This document was produced with the objective of aiding machine learning algorithms in medical risk forecasting for these specific conditions.
The Federal Aviation Administration (FAA) Office of Aerospace Medicine requires comprehensive longitudinal healthcare datasets to augment internal dat...
The Federal Aviation Administration (FAA) Office of Aerospace Medicine requires comprehensive longitudinal healthcare datasets to augment internal dat...
The purpose of medical certification is ensuring that only those pilots who are physically and mentally fit will be authorized to operate aircraft, th...
Links with this icon indicate that you are leaving a Bureau of Transportation
Statistics (BTS)/National Transportation Library (NTL)
Web-based service.
Thank you for visiting.
You are about to access a non-government link outside of
the U.S. Department of Transportation's National
Transportation Library.
Please note: While links to Web sites outside of DOT are
offered for your convenience, when you exit DOT Web sites,
Federal privacy policy and Section 508 of the Rehabilitation
Act (accessibility requirements) no longer apply. In
addition, DOT does not attest to the accuracy, relevance,
timeliness or completeness of information provided by linked
sites. Linking to a Web site does not constitute an
endorsement by DOT of the sponsors of the site or the
products presented on the site. For more information, please
view DOT's Web site linking policy.
To get back to the page you were previously viewing, click
your Cancel button.
United States Department of Transportation
[PDF-252.91 KB]
