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Daniel Feller, PhD
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Decoding Health Data
A practical guide to the data types, standards, and formats behind modern health AI.
Part I: Getting Started
Who Should Read This Book
How to Read This Book
How Healthcare Is Delivered
A Primer on Healthcare Vocabularies
Part II: Administrative Data
Medical Claims
Pharmacy Claims
Part III: Clinical Data
Electronic Health Records
Medical Imaging
Clinical Trial Data
Molecular Sequencing
Part IV: Patient-Generated Data
Vital Signs Monitoring
Adherence Monitoring Technology
Activity & Lifestyle
Patient-Reported Outcomes
Complex & Unstructured Data
The Patient-Generated Data of the Future
Working with Health Data
Methods to De-Identify Health Data
Putting It All Together: Multimodal Data Streams
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Image DataVoice Data
Social & Digital Interaction