Drug Discovery Workflow Platform
Solution is focused on cloud enabled AI driven workflows for drug discovery and design.
- Built on KNIME workflows with Python scripts running on MS Azure Cloud.
- We intend to use multiple of AI/ML frameworks on identified molecules/compounds/protein structures to increase the reliability and trust from these AI results.
- Objective is to deploy and test to run as a service to aid in drug design/discovery process.
Deep Insights Analyzer (DIA) for Medical Images
Solution to help detecting anomalies in medical images using Neural Networks models.
- Deep Learning Workbench for Medical Imaging Analytics.
- Predict Outliers/ Anomalies (Generate Risk Scores).
- Re-train the System (from Radiologists for Errors).
- Re-deploy training models (update the Model Registry).
Medical Insurance Fraud Analytics
Solution to detect frauds/outliers based on exceptions applied on procedures, benchmarks, process, hospital's capacity & productivity.
- Rules-based claims on direct claims, with built-in prediction models on medical images and diagnosis data.
- Benchmarking, collusion maps and risk scoring applied across hospitals and ranking them.
- Benchmarking District-wise performance based on Recovery Rates, LOS, Re-admissions, Error Rates in Tests, Test Converge, etc.