Top 3 medical-informatic Open-Source Projects
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openemr
The most popular open source electronic health records and medical practice management solution.
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awesome-bioie
🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
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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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medmcqa
A large-scale (194k), Multiple-Choice Question Answering (MCQA) dataset designed to address realworld medical entrance exam questions.
Project mention: The Billionaire Who Controls Your Medical Records (2021) | news.ycombinator.com | 2023-08-06It’s total shit.
I’m rooting for something like this in the long term: https://github.com/openemr/openemr
> The objective of this competition is to link spans of text in clinical notes with specific topics in the SNOMED CT clinical terminology. Participants will train models based on real-world doctor's notes which have been de-identified and annotated with SNOMED CT concepts by medically trained professionals. This is the largest publicly available dataset of labelled clinical notes, and you can be one of the first to use it!
NER: Named Entity Recognition: https://en.wikipedia.org/wiki/Named-entity_recognition
awsome-medical-coding-nlp: https://github.com/acadTags/Awesome-medical-coding-NLP
awesome-ehr-deep-learning: https://github.com/hurcy/awesome-ehr-deeplearning
awesome-ner: https://github.com/smiyawaki0820/awesome-ner
awesome-bioie > Research groups: https://github.com/caufieldjh/awesome-bioie#groups-active-in...
SNOMED-CT as RDF: https://sphn-semantic-framework.readthedocs.io/en/latest/ext...
Index
What are some of the best open-source medical-informatic projects? This list will help you:
Project | Stars | |
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1 | openemr | 2,633 |
2 | awesome-bioie | 300 |
3 | medmcqa | 116 |
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