Fig: Patient Vignette Sample Case
Our Clinical Decision Support System has been validated using our proprietary dataset, which comprises 185 patient vignette cases. These cases encompass diverse age and gender demographics and include a variety of medical conditions such as asthma, heart disease, and hypertension, along with family histories. Each case includes relevant chief complaints and additional symptoms, collectively covering a total of 100 Parent Diseases.
Fig: Gender Distribution
The gender distribution shows that males account for 51% and females for 49%.
Fig: Age Distribution
The age groups are categorized into three sections
Fig: Accuracy Overview
Performance:
We attained an accuracy of 88.64% in Specialization Recommendation and 78.91% in
Disease
Recommendation
Some diseases, such as Asthma and Chronic Obstructive Pulmonary Disease, Respiratory Infection and Bronchitis etc pose challenges for accurate diagnosis even for medical specialists without additional diagnostic tests.