MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541125150 A) filed by B V Raju Institute Of Technology, Narsapur, Telangana, on Dec. 11, 2025, for 'quantum-gated vision transformers: a method for hallucination-resilient ecg diagnostics via distilled small language models.'
Inventor(s) include Dr. Srikanth Cherukuvada; Erukulla Sai; Mohammed Shahid Khan; Nasika Vinay Sai Kalyan; Kasa Delhi Babu; and Badala Sohan Reddy.
The application for the patent was published on Jan. 2, under issue no. 01/2026.
According to the abstract released by the Intellectual Property India: "The invention discloses a Quantum-Gated Vision Transformer framework for hallucination-resilient ECG biomarker detection using temporal-spectral ECG imaging. The system embeds reversible quantum consistency overlays into the transformer's feature pipeline to suppress unstable activations and prevent hallucinated feature generation. A Dynamic Verification Engine adapts verification parameters based on signal quality, artifact levels, patient-specific variability, and the estimated likelihood of spurious activations. A reversible reconstruction module at the classifier stage removes the overlay using predefined verification signatures, enabling recovery of stable temporal-spectral ECG features without relying on external calibration or auxiliary models. The invention provides reliable biomarker detection with minimal computational overhead, offering an alternative to conventional post-hoc stabilization and artifact-handling methods in ECG-based diagnostic systems."
Disclaimer: Curated by HT Syndication.
