Better healthcare through improved diagnoses
The Greek word noesis means ‘the ability to sense or know something immediately’. That is a particularly handy trait for doctors, who often have to make spur-of-the-moment decisions. A new knowledge-management system will help them.
Developed by the NOESIS project, the knowledge-management system powers a decision-support framework for doctors to help them make diagnoses accurately and quickly, whether in an emergency ward or during routine treatment. It holds the promise of reducing the number of wrong diagnoses, leading to improved healthcare for patients.
In essence, it puts information at their fingertips whenever they need it and helps them use it effectively.
Helping diagnose heart diseases
The project partners have focused their work on assisting in the diagnosis of cardiovascular diseases, a segment of healthcare that is closely interlinked with many other medical complications. Indeed, the technology behind the system could be used in virtually any other medical field.
The NOESIS system allows doctors to rapidly access and analyse medical charts, sensor readings and scans while also providing them with recommendations on the best course of action in light of the unique medical situation of each patient.
It achieves this through a range of technologies that gather, store, sort and analyse medical information. The information can include written texts, graphs, images, audio and videos. The system can also be used in combination with databases containing electronic health records.
Efficient decision support
Thanks to data-mining techniques and semantic integration that associates medical concepts with information items, doctors can quickly retrieve the information they need from a hospital computer.
The decision-support component, meanwhile, can help them analyse that information to produce a preliminary diagnosis and even take preventive action.
Within the scope of the project, the system was used to support diagnoses of arrhythmia, ischemia and coronary heart disease, as well as to predict clinical restenosis in patients undergoing angioplasty with stenting.
Fewer medical errors
Such enhanced decision support has evident benefits for both doctors and patients.
Research has shown that experienced clinicians remember up to 2 million pieces of medical information and on average make 125 patient visits per week.
They face questions about diagnosis, prognosis and treatment, forcing them to make around 25 000 decisions each year. Studies have shown that up to 10% of those may have been wrong, of which about half were preventable mistakes.
With better knowledge management and decision support there would be less risk of doctors either giving the wrong diagnosis or prescribing an incorrect course of treatment. For patients, the system will result in a better quality of care.
Fields of science
Call for proposal
See other projects for this call
Funding SchemeIP - Integrated Project
28760 Tres Cantos
38706 La Tronche Cedex