Case Study

Accelerating Patient Diagnosis with AI-Powered Medical Imaging & Symptom Intelligence

Healthcare

Explore how Keylent delivered a 60% reduction in diagnostic turnaround time and a 75% improvement in early disease detection, revolutionizing patient care through intelligent automation and real-time clinical insights.

Project Overview

A digital health startup aimed to democratize access to high-quality diagnostics, but faced challenges in scaling manual radiology workflows, interpreting diverse symptom data, and delivering timely results to patients and providers. The lack of automation and predictive capabilities limited their ability to serve growing patient volumes and expand into new markets. Keylent designed and deployed a Healthcare Diagnostics Assistant, an AI powered platform that integrates image recognition, symptom analysis, and clinical decision support. The solution enabled automated diagnostics from X-rays, MRIs, and CT scans, while also analyzing patient-reported symptoms to assist physicians in identifying potential conditions faster and more accurately.

Key Challenges

Manual Diagnostic Workflows

Inconsistent Symptom Interpretation

Limited AI Integration

Data Privacy & Compliance

Our Solution

  • Imaging Analysis
  • Symptom Intelligence (NLP)
  • Decision Support Dashboards
  • Secure & Compliant Architecture

Key Technologies

TensorFlow & OpenCV for medical image analysisPython & Hugging Face Transformers for NLP-based symptom interpretationReact.js + Flask for responsive clinical interfacesPower BI for diagnostic performance dashboardsAWS HealthLake for secure healthcare data storage and interoperability

Impact

60%

Reduction in diagnostic turnaround time

75%

Improvement in early disease detection accuracy

85%

Increase in physician decision-making efficiency

Client Testimonial

Keylent’s AI-powered diagnostics platform has completely transformed our clinical workflows. The image recognition models are incredibly precise, and the symptom intelligence module helps our physicians make faster, more informed decisions. We’ve seen a dramatic improvement in patient outcomes and operational efficiency.

Chief Medical Officer, Digital Health Startup