Project Vitality: Smart Diagnostic Triage
AI-driven diagnostics platform reducing waiting times by 40%.
The Challenge
Radiologists were overwhelmed with the volume of scans, leading to delays in critical diagnoses and increased burnout.
Our Solution
We partnered with a national healthcare provider to solve a critical bottleneck: patient triage and initial diagnosis. By implementing a deep learning model trained on over 2 million anonymized patient records, we created a system that creates preliminary diagnostic reports for radiologists. This system prioritizes critical cases, ensuring that life-threatening conditions are addressed immediately.
A computer vision system that pre-analyzes X-rays and MRIs, flagging abnormalities with heatmaps and assigning a priority score.
Key Results
40% reduction in patient wait times
99.8% accuracy in detecting critical anomalies
Reduced radiologist overtime by 25%