MUMBAI, India, Oct. 5 -- Intellectual Property India has published a patent application (202611101507 A) filed by Chandigarh University on August 22, 2026, for Resource-Efficient Edge Computing Apparatus For Pediatric Multi-Source Data Acquisition And Risk Stratification.
Inventors include Shubham Sharma; and Ashita Chadha.
The application for the patent was published on October 02, 2026, under issue no. 40/2026.
Abstract: The present invention relates to a resource-efficient edge computing apparatus for pediatric multi-source data acquisition and risk stratification. The apparatus comprises a plurality of networked data-acquisition terminals configured to collect heterogeneous assessment data and an edge computing unit including an adaptive data orchestration engine, a feature processing engine, a compressed model repository, a parallel inference engine, an aggregation module, a classification module, a secure communication gateway, and a tamper-evident audit storage module. The apparatus performs resource-efficient local processing to generate a non-diagnostic risk stratification record while minimizing bandwidth utilization, processing latency, and memory consumption under constrained computing and intermittent network conditions. The architecture supports secure local data processing, privacy-preserving communication, reliable handling of partial multi-source inputs, and scalable deployment on low-cost edge hardware. The generated risk stratification output facilitates workflow prioritization for review by qualified healthcare professionals without constituting a clinical diagnosis.
Disclaimer: Curated by HT Syndication.
