Your English writing platform
Discover LudwigSuggestions(1)
Exact(7)
The algorithm uses both dictionary look-ups and context checks to locate potential names.
Then, PHI instances that involve numerical patterns are identified by regular expressions and context checks.
The de-identification procedure performs lexical matching with lookup tables, regular expressions, and simple heuristics for context checks.
De-identification of non-numeric tokens, such as names and locations, involves both dictionary look-ups and context checks to locate potential PHI.
The algorithm uses the Perl language to perform lexical matching with look-up tables, regular expressions, and simple heuristics that perform context checks to identify and remove PHI.
The existing deid program name removal is based on both a dictionary look up for known patient and provider names and context checks.
Similar(53)
For some further context, check out suggestions for prompts one and six on the old Common App essay.
To get a taste of Bastille Day in France, from the parties to the parade, and the political context, check out my video.
(For more history and context, check out our piece delving into the the UFCW's campaign -- and the stakes for the union, for America's second largest retailer and for the future of workers' compensation in America).
The context check using names already detected in the text is based on the observed name patterns in the medical notes.
Third, the algorithm performs a context check to identify additional PHI by examining words immediately preceding or following (1) names already detected in the text based on dictionary look-up, or (2) words that are PHI indicators (such as "Mr"., "Dr"., "name is", "daughter", "son", "husband", "wife", etc).
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com