Enhanced data extraction and modelling from electronic medical records and phenotyping for clinical care, and research: Case studies in management of medication stewardship
Project Participants
Status: Ongoing
Opportunity
Develop new, efficient capability for data extraction from electronic medical records (EMR), along with demonstration of EMR use within clinical analytic methods that address clinical workflow activities and evaluate impact.
Project objective
This project will develop a new and efficient capability for data extraction from electronic medical records, starting with Queensland’s integrated Electronic Medical Record (iEMR).
It aims to demonstrate and enhance data-extraction methods and to deliver real-time analytics to Australia’s largest health care service.
Using live analytics is essential when it comes to prioritising patient care and shifting from the current ‘break-fix’ healthcare model to a more sustainable ‘predict-prevent’ model. This project will pioneer this more desirable model in the commissioning of a sophisticated digital hospital.
If successful, this project will pave the way for Australian hospitals to increase their efficiency and improve care outcomes.
Publications
- Refereed Journal ArticlePublished 25th July 2023The impact of transition to a digital hospital on medication errors (TIME study)
- Refereed Journal ArticlePublished 14th September 2022The effect of digitisation on the safe management of anticoagulants
- Refereed Journal ArticlePublished 6th April 2022Toward a learning health care system: a systematic review and evidence-based conceptual framework for implementation of clinical analytics in a digital hospital
- Refereed Journal ArticlePublished 8th March 2022Economic evaluation and analyses of hospital-based electronic medical records (EMRs): a scoping review of international literature
- Refereed Journal ArticlePublished 15th November 2021Safe and Effective Digital Anticoagulation: A Continuous Iterative Improvement Approach
- Refereed Journal ArticlePublished 29th June 2021Toilet Paper, Minced Meat and Diabetes Medicines: Australian Panic Buying Induced by COVID-19
- Refereed Journal ArticlePublished 24th March 2021Moving Faster than the COVID-19 Pandemic: The Rapid, Digital Transformation of a Public Health System