Case Study

Transforming Clinical Intelligence with AI-Powered Healthcare Solutions

Healthcare4 min

AI-driven diagnostics and predictive modeling for a multispecialty hospital network.

Project Overview

A multispecialty healthcare provider struggled with siloed patient records, inconsistent diagnostic workflows, and delayed treatment decisions. Manual chart reviews and fragmented data systems made it challenging for clinicians to access real-time insights, leading to operational inefficiencies and missed care opportunities. Keylent designed and deployed a Healthcare Insight Engine, an intelligent platform that aggregated clinical, imaging, and administrative data into a unified ecosystem. Powered by machine learning and advanced analytics, this platform enabled early diagnosis, treatment recommendations, and population health management.

Key Challenges

Disparate Clinical Data Systems EMRs, lab results, radiology reports, and vitals were spread across multiple platforms with limited interoperability.

Slow Diagnostic Turnaround Manual interpretation of complex datasets delayed diagnoses, especially in critical cases.

Limited Predictive Capabilities Workflows lacked risk stratification tools and predictive models for early detection.

Inefficient Resource Allocation Clinicians and staff spent hours manually extracting insights and triaging patient cases.

Our Solution

  • Unified Clinical Intelligence Platform Aggregated structured and unstructured data into a centralized AI enabled platform
  • Predictive Risk Scoring and Diagnosis Assistance Custom machine learning models analyzed patient histories, vitals, and imaging to identify high risk cases.
  • AI Powered Clinical Decision Support Real-time alerts and treatment recommendations integrated seamlessly into physician workflows.
  • Population Health Dashboards Interactive visualizations for tracking outbreaks, chronic disease trends, and optimizing resource allocation.

Key Technologies

TensorFlowScikit-learnspaCyOpenCVHugging Face TransformersAzure (HIPAA-compliant data infrastructure)Power BIDockerKubernetes

Impact

70%

Faster diagnosis for critical cases

40%

Improved patient throughput in emergency and radiology units

90%

Increase in clinical insight generation speed

Client Testimonial

The Healthcare Insight Engine has revolutionized the way we handle diagnostics and patient care.The accuracy and speed of our clinical decisions have improved dramatically, and our staff can now focus on what matters most: serving patients - Chief Medical Information Officer, Regional Hospital Group

Chief Medical Information Officer, Regional Hospital Group