Teamwork of Outstanding Healthcare Experts

Kyla Medical Knowledge Base is meticulously constructed by a team of experienced healthcare professionals based on rigorous research of recognized sources of medical literature and scientific publications.

Driven by Probabilistic Graphical Models

Kyla's Prognostics and Diagnostics Engines use probabilistic graphical models for understanding the health of the patient. This is achieved by modeling a large number of medical conditions and interactions between them in the form of risk factors, shared symptoms and lab tests.

Assessment of personalized risk for a patient is based on patient information that we call evidence. The evidence consists of basic facts such as sex and age, but may also include observations on lifestyle, socio-economic information, medical history, symptoms, vitals, blood results and DNA sequencing. Based on that information the engine calculates personalized probability of each modeled condition. The platform is continuously Improved by Machine Learning.

Continuous Improvement via Clinical Validation

The Medical Knowledge Base content is continuously validated by healthcare providers in clinical settings on thousands of patients annually. This feedback is then used for continuous improvement.