How AI is used for mental health therapy

This page summarizes the projects mentioned and recommended in the original post on dev.to

InfluxDB - Power Real-Time Data Analytics at Scale
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  • spark-nlp-workshop

    Public runnable examples of using John Snow Labs' NLP for Apache Spark.

  • 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.

  • Freudian-Clip

    some code snippets for my blog post!

  • 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:

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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