Recently, I need to give a talk about electronic health/medical records (EHR/EMR) data analysis. Why we need analyze EHR and EMR data? What’s the benefit and what’s the challenge? How to apply text-mining and data-mining in non-structural or semi-structual data analysis? How to deal with compliance and HIPPA? How to deal with multiple EMR systems and diffential format? the importance of genetic/genomic information in health care managment? the importance of the heatlh history of the patients? the mature pipeline to extract important clinical information? cancer real-world data (RWD) analysis? NCBI pubmed data re-leanring? How to connect bioinformatics team and data science as well as medical informatic scientist?
Aim and Background
Benefit of Predictive analytics based on complete and relevant EMR data:
- More accurate diagnoses
- Improved public health and preventive medicine
- Decreased healthcare costs
Challenge of electronic health/medical records (EHR/EMR) data analysis
Reference
- https://archer-soft.com/en/blog/importance-healthcare-data-analytics-emr
Disclosure.
- All the opinions are my own and not the views of my employer
- All the blogs are my own and not the views of my employer
- All the opinions are my own and not the views of my employer
- All the contents are my own and should never be taken seriously
- All the contents are only used for help. reminding me if misleading happens
- All the figures are only used for non-profit education. reminding me if infrigement happens
