The Personalized Risk Tool
Our Personalized Risk Tool is a software that assesses the individual risk of patients in hospitals, nursing homes and medical practices in order to better target available resources (especially for preventive treatments).
The software was developed by a team of technical and clinical experts and has been implemented and comprehensively evaluated in clinical operations since 2018.
The Personalised Risk Tool calculates the individual risk for the occurrence of a disease or syndrome, a complication, an adverse condition or a clinically relevant event (e.g. intensive care stay after an operation) for a specific period of time for individual patients.
Specially developed risk models for clinical requirements
Automated risk assessment
In many European countries, the need for reliable and validated clinical decision support systems (CDSS) is increasing due to the shortage of healthcare professionals.
Automated screening tools based on machine learning are a good support here.
The advantage: personalized risk assessments of individual patients are issued without additional effort in everyday clinical practice.
The underlying algorithms are based on existing data, in the medical context for example on data from electronic health records (EHR).
This includes data from the laboratory, medication, care and medical documentation, etc.
Of course, this data is not of the same quality as data collected for clinical studies, for example, but this is compensated for by the large amount of data processed.
Based on this approach, we have already been able to demonstrate several times that very good risk assessments can be achieved without creating additional work for clinical staff.
Customized prevention
Machine learning algorithms are considered a black box and often make it difficult to understand the results.
To counteract this, the Personalized Risk Tool offers a simple, clear and contextual view of the patient’s medical history. This makes it possible to identify individual risk factors and take customized preventive measures.
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Transform the way you approach patient care with Predicting Health’s machine learning-based risk prediction models. Improve patient outcomes, optimize processes and use resources like never before.
Revolutionize patient care in your hospital with Predicting Health.
Contact us today to find out more about our customized solutions.