Kyla automates symptoms triage and differential diagnosis.

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Diagnostic Engine

Explore My Diagnostics Engine

How It Works

Comprehensive Evidence Collection

First, Prognostics Engine uses probabilistic models for generating Patient Risk Profile based on patient information that we call Evidence. This is achieved by consulting with the Medical Knowledge-base which stores a large number of modeled medical conditions and interactions between them in the form of risk factors, shared symptoms and lab tests.

The engine calculates personalized probability of each modeled condition. The resulting Patient Risk profile contains pre-calculated probabilities, including a ranked list of conditions sorted by the personalized likelihood of having that condition and condition severity.
Comprehensive Evidence Collection

Intelligent Symptoms Triage

Second, the generated Patient Risk Profile is passed to the Diagnostic engine, which greatly increases the quality of the diagnosis and shortens the number of questions to ask.

The patient interview starts with the Chief Complaint. Then, the Diagnostic Engine dynamically creates an interview flow, where each next question is generated based on recalculating probabilities of hundreds of medical conditions, thousands of data points, and billions of relationships present in the Medical Knowledge-base.
Intelligent Symptoms Triage

Automated Differential Diagnosis

Finally, the Diagnostic Engine determines when to stop the symptoms triage, and delivers differential diagnosis in the form of most probable conditions that could've caused the symptoms along with more in-depth explanations for the diagnoses.
Automated Differential DiagnosisWork Schema

Medical Quality You Can Trust

Our team of experienced Medical Doctors are obsessed with the quality of their product.

First, they meticulously construct probabilistic relationships among thousands of health conditions, risk factors, symptoms, and lab tests based on rigorous research of recognized sources of medical literature and scientific publications.


Then, they continuously scrutinize the constructed models against thousands of clinical tests.


Eventually, conclusions delivered by Kyla AI are verified by healthcare providers in clinical settings on thousands of patients annually.


Conditions Symptoms Risk Factors Lab Tests

Clinical Test Cases From Medical Literature

Custom Clinical Test Cases

Healthcare Providers involved

Hours of Medical Doctors contributed

Contact our experts and start your journey with Kyla today.

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