BACK TO INSIGHTS
Download Talk to us
Industry
Offerings
Web Apps

Developed AI PLATFORM for Patient Diagnosis & Enhanced Care Delivery

Develop a Healthcare Radiology Assistant System using Machine Learning models to extract insights by processing EHR/EMR and medical history. Development of AI Platform for Patient Diagnosis using Machine Learning models operating on EHR/EMR and other data sources
Challenges
Develop a Healthcare Radiology Assistant System by using ML models for extracting insights by processing EHR/EMR and medical history
Light
off
Solution
Deploy a team with experience in Data Engineering and Data Science
Data Pre-processing using Hadoop, Spark, Kafka streaming for processing Image, Text, structured (SQL/NoSQL) and unstructured data (e.g. handwritten notes)
Model exploration, Model development, Model training and validation for Image and text processing, anomaly detection, etc
Generate actionable insights including Alerts/Alarms, OEE recommendations, Actionable insights, Disease segmentation
Integration of solutions with Radiology Assistant and Physician Assist applications
Outcome
Developed a Healthcare Radiology Assistant System by using ML models for extracting insights by processing EHR/EMR and medical history
It reduced time for diagnosis and provided much need information about patient to healthcare staff on fingertip
Generated alerts base on diagnosis and OEE Recommendations