De-Identifying Healthcare Data for Research
In order to meet HIPAA privacy guidelines for secondary use such as research and analytics, the healthcare data needs to be de-identified. HIPAA defines Protected Health Information (PHI) and proposes two methods for de-identifying data. FHIR Tools for anonymization, an open source tool developed by the HealthNext team, implements foundational capability for de-identifying FHIR data using different methods. This tool comes with a default configuration that is aligned with HIPAA safe harbor method of de-identification. In this talk we give a demo of the tool, discuss other common tools and techniques, and identify potential research opportunities in preparing healthcare data for secondary use.
Presented by:
Ranvijay Kumar, Senior Program Manager | Health Cloud & Data
Agenda
• HIPAA guidance for de-identifying Protected Health Information
• Demo of FHIR Tools for Anonymization
• Discuss other tools and techniques
• Discuss opportunities for research
• Q&A
See all videos in this Health Data Series: https://www.youtube.com/playlist?list=PLD7HFcN7LXReDOD9tfbLHE0Cl20T_9ws9
Видео De-Identifying Healthcare Data for Research канала Microsoft Research
Presented by:
Ranvijay Kumar, Senior Program Manager | Health Cloud & Data
Agenda
• HIPAA guidance for de-identifying Protected Health Information
• Demo of FHIR Tools for Anonymization
• Discuss other tools and techniques
• Discuss opportunities for research
• Q&A
See all videos in this Health Data Series: https://www.youtube.com/playlist?list=PLD7HFcN7LXReDOD9tfbLHE0Cl20T_9ws9
Видео De-Identifying Healthcare Data for Research канала Microsoft Research
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Healthcare Data: Ingesting, Processing and StoringWhat is data de-identification?Ethical Insights: Big Data and Privacy, Navigating Benefits, Risks and Ethical BoundariesAdvancing Healthcare with Data ScienceWhat does a Clinical Data Analyst doHow to Maximize User Research Insight (Jakob Nielsen keynote)What is Hadoop?: SQL ComparisonUK Biobank Genetic DataUsing Relational Databases with AWS Lambda - Easy Connection Pooling - AWS Online Tech TalksHow to interpret clinical trial data – Examples from recent clinical trialsHealthcare Data Standards 1011. What Makes Healthcare Unique?What is the difference between Database vs. Data lake vs. Warehouse?BIH Translation Hub Lecture | Digital Medicine | Khaled El EmamTypes of Case Study. Part 1 of 3 on Case Studies11. Uniform Hospital Discharge Data Set (UHDDS)2.3 K-nearest neighbors (L02: Nearest Neighbor Methods)Projects In Machine Learning | NLP for Text Classification with NLTK & Scikit-learn | EduonixWhat is Population Health?Graph Data Science with Neo4j Graph Algorithms - Will Lyon