MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202641071436 A) filed by Mr. Charan Tej Gayapu on June 09, 2026, for Machine Learning System For Neurological Clinical Trial Data Analysis And Management.
Inventor includes Mr. Charan Tej Gayapu.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: A machine learning system for neurological clinical trial data analysis and management is disclosed. The system comprises a data acquisition module configured to collect clinical trial data from electronic health records, neuroimaging systems, electrophysiological devices, laboratory databases, genomic repositories, wearable sensors, cognitive assessment platforms, and patient-reported outcome systems. A preprocessing module standardizes and validates heterogeneous datasets, while a multimodal data fusion engine integrates the datasets into unified patient profiles. A machine learning analytics engine performs disease progression prediction, treatment response assessment, risk evaluation, patient stratification, and clinical outcome analysis. The system further includes adverse event monitoring, clinical endpoint evaluation, compliance tracking, and trial management functionalities for supporting investigators and regulatory stakeholders. Federated learning and privacy-preserving mechanisms may be employed for multi-center studies. The invention enhances data utilization, trial efficiency, patient safety monitoring, predictive accuracy, and decision-making throughout neurological clinical research programs.
Disclaimer: Curated by HT Syndication.
