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InfluxDB
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In SnowLab’s implementation, for example, they wrote a search function called get_clinical_entities that finds all mentions of medications for 100 patients, as well as specifications, if any, about the quantity and frequency the medication is consumed. The location of the sentence in the overall piece is also recorded, to locate the information easier.
If you’re kind of confused yet curious, you can find the list for part of speech abbreviations here and try this example for yourself using my code snippet! Essentially, what’s happening in the code is that we need to separate sentences into individual words, mark their part of speech, and entity labels like in this excerpt: