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I've just spend the last few months working on a medication potency scoring system using ASHP data. Would be interested to hear more about your approach.
by FL33TW00D 6y ago
I've just spend the last few months working on a medication potency scoring system using ASHP data. Would be interested to hear more about your approach.
- lunarFlash 6y agoASHP's drug information data is very complex in structure and finely tagged. Instead of a traditional algorithmic approach, we are leveraging machine learning to build Sherlock. We are using AWS's machine learning service called Kendra, which indexes the clinical content, and provide search based on natural language processing. In our testing, it is able to find relevant information with pretty good results. Kendra also has capability for users to rate results so it can become smarter and give better answers over time. We wrote integration between Kendra and AWS's chat bot service, Lex in a lambda based serverless architecture.
- FL33TW00D 6y agoSounds very interesting! I think something like this could be applicable: https://yjernite.github.io/lfqa.html https://yjernite.github.io/lfqa.html Although with the finely tagged data it may not be necessary.