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Interactive Deep Learning for ECG Monitoring

This invention is a deep learning algorithm system that can incorporate human-interpretable explanations in its training process for the analysis of ECG signals. This method takes into account classification loss, the influence of unimportant features to model prediction, the influence of important features to model prediction, and user feedback. This...

Published: 3/12/2024 | Inventor(s): Chicheng Zhang, Dharma KC, Christopher Gniady, Parth Agarwal

Keywords(s):

Category(s): Technology Classifications > Healthcare Portfolios > Heart and Vascular, Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Software & Information Technology > Health IT

MultiLock: Biometric-Based Graded Authentication for Mobile Devices

MultiLock is a passive, graded, smart phone security system which runs in the background and reviews user interaction during a screen session to continuously verify user security. The system increases security level access as warranted during the session to reduce user unproductive time with security verification. This technology improves smart phone...

Published: 3/12/2024 | Inventor(s): Christopher Gniady, Shravan Aras, Hari Venugopalan

Keywords(s):

Category(s): Technology Classifications > Engineering & Physical Sciences > Communications & Networking > Wireless, Technology Classifications > Software & Information Technology > Communications & Networking, Technology Classifications > Software & Information Technology > Mobile Application, Technology Classifications > Software & Information Technology > Security