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AI-Driven Diagnostic System Boosts Accuracy by 30% in Healthcare Network

AI-Driven Diagnostic System for a multi-hospital healthcare network with 3,000+ healthcare professionals, serving over 1 million patients annually. Designed to modernize diagnostic workflows, improve speed and accuracy, and reduce clinician workload in high-volume and underserved facilities.

Time

4 Months

Team

10 Members

Platforms

Web

Type

AI Healthcare Diagnostic Tool

Industry

Healthcare

IDEA

Revolutionizing Medical Diagnosis with AI

This leading healthcare network, spanning multiple hospitals and over 1 million patients annually, needed to overcome delays and inaccuracies in diagnosis—especially in high-volume or underserved locations. Our solution introduced an AI-powered system that supports physicians in real time with triage, recommendations, and alerts to boost diagnostic speed and accuracy.

CHALLENGE

Tackling Diagnostic Inaccuracy and Burnout

  • Long wait times for specialists, particularly in rural facilities
  • 15% diagnostic error rate due to clinician overload
  • Patient dissatisfaction from delays or misdiagnoses
  • Fragmented medical data spread across systems
Goal: Accelerate diagnostic decision-making in internal medicine and emergency departments—while lightening clinician workload.

SOLUTION

AI Support System that Thinks Like a Specialist

We built and deployed an AI-powered diagnostic expert platform that integrates into clinical workflows. It acts as a digital assistant for doctors—interpreting symptoms, suggesting probable diagnoses, and flagging critical conditions instantly.
Key Features:
  • AI-Powered Triage: Uses NLP to interpret free-text symptoms
  • Smart Data Extraction:Gathers history, labs, and medications from EHRs
  • Real-Time Alerts:Notifies clinicians of urgent/high-risk cases.
  • Ranked Diagnostic Suggestions:Probabilities and test recommendations to support medical decisions.

What they said is all that
matters to us!

Dr. James Rowan

Chief Medical Officer

This AI-driven diagnostic platform has revolutionized how we approach patient care. It’s like having an expert specialist supporting every case—saving time, improving accuracy, and ultimately transforming outcomes.

Priority Features

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AI-Powered Diagnosis

Accurately interprets symptoms, suggests diagnoses with confidence scores, and reduces reliance on manual judgment alone.

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NLP-Based Triage

Understands patient complaints written in plain text, speeding up intake and evaluation.

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Real-Time Critical Alerts

Flags urgent cases instantly to enable faster intervention and reduce clinical risks.

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Improved Physician Experience

Reduces overload, supports decision-making, and increases trust in complex cases.

Tech Stack

RESULTS (Within 6 Months)

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30% improvement in diagnostic accuracy in internal medicine

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40% faster diagnoses for common conditions (e.g., flu, UTIs, pneumonia)

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Physician satisfaction scores jumped from 3.4 → 4.7 / 5

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12% reduction in hospital readmissions for chronic or misdiagnosed cases

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Enhanced confidence in complex cases, fewer unnecessary referrals

Mail Us

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sales@madforcoding.com

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sales@madforcoding.com