- Why ‘one app to rule them all’ is not the future of digital health | TechCrunch
- Using CDM tables for Achilles (ATLAS) - Implementers - OHDSI Forums
- Applications of machine learning in drug discovery and development | Nature Reviews Drug Discovery
- Natural language processing in Apache Spark using NLTK (part 1/2)
- word2vec on Databricks - trivial.io
- Comparison of machine learning algorithms for clinical event prediction (risk of coronary heart disease) - ScienceDirect
- UCI Machine Learning Repository: Dermatology Data Set
- Beginner's guide to Reinforcement Learning & its implementation in Python
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https://www.sciencedirect.com/science/article/abs/pii/S1532046420301027 : Deep learning on chest X-Ray
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https://arxiv.org/abs/2005.12378 : Artificial Intelligence for Global Health
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https://arxiv.org/abs/2006.04480 : Application of the Estimand Framework
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https://github.com/ML4LHS/clinspacy : Clinical NLP
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https://github.com/microsoft/dicom-server/blob/master/docs/concepts/dicom-cast.md : DICOM cast - Sync DICOM data with FHIR
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https://github.com/GabrielFDuarte/DICOM-Explorer :
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https://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html : Face mesh by tensorflow.js
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https://www.idoj.in/article.asp?issn=2229-5178;year=2020;volume=11;issue=6;spage=881;epage=889;aulast=Eapen : Artificial intelligence in dermatology: A practical introduction to a paradigm shift
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https://github.com/kormilitzin/med7 : NER model for health care
- https://github.com/arkhn/fhir-river : Live ETL pipeline to standardize Health Data into FHIR.
- https://github.com/mims-harvard/TDC : Therapeutics Data Commons: Machine Learning Datasets for Therapeutics
- https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-021-01570-2 : Designing a reference architecture for health information systems
- https://towardsdatascience.com/getting-started-in-medical-ai-93737bea5575 : Getting Started in Medical AI A Guide to Online Learning Resources for Clinicians
- https://github.com/patrickmineault/research_code : Writing good research code