Precision Care Intelligence

Patient Clustering Dashboard

Real-time monitoring and analysis of patient health clusters powered by K-Means & UMAP

Realtime cohort metrics Adaptive UMAP reducer Explainable cluster insights

API STATUS

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Monitors local and cloud inference endpoints for automatic failover.

Total Patients

Analyzed records

Active Clusters

Identified groups

System Status

Operational

Model active

Targeted lookup

Patient Cluster Lookup

Search for a patient by ID to view their cluster assignment and health metrics

Cluster 0 -

Cluster 1 -

Cluster 2 -

Patient summary

Synchronized with the latest clinical inference run

Assigned Cluster

Demo

Patient ID

Year Level

Age

Gender

BMI

Diagnosis

Respiratory Issue

Pain

Fever

Allergy

UTI

Cluster Details

Exploratory view

2D representation of patient clusters using UMAP dimensionality reduction

Color by:

Cluster 0

Cluster 1

Cluster 2