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Utilization of Machine Learning to Identify Lower Extremity Biomechanical Predictors of Rupture in a Validated Cadaveric Model of ACL Injury

Advantages Predicts injury risk proactively, moving beyond reactive post-injury diagnostic approaches Enables continuous real-time risk monitoring seamlessly through compatible wearable sensor technology Delivers up to 95% predictive accuracy using advanced machine learning classification models Extends beyond ACL injuries to monitor and predict...

Published: 5/11/2026 | Updated: 5/11/2026 | Inventor(s): Parsa Khorrami, Taofeek Braimoh, Nathaniel Bates, Dayane Reis, Nathan Schilaty, John Templeton

Keywords(s): Biomechanics, Machine Learning, Sensors

Category(s): Technology Classifications > Medical > Medical Sensors

Barium Titanate - Yttria-Stabilized Zirconia Hybrid Bioceramic: A Synergistic Platform for Structural Reinforcement and Bioelectric Stimulation for Smart Implantable Medical Devices

Advantages Combines high mechanical strength with bioelectric functionality in a single ceramic material Enables self-powered operation by harvesting energy from physiological motion Maintains long-term durability suitable for load-bearing implant applications Supports biocompatibility and favorable cell interaction for medical use Tunable composition...

Published: 5/11/2026 | Updated: 2/23/2026 | Inventor(s): Albert Kim, Geelsu Hwang, Sophia Selvarajan

Keywords(s): Medical Implants

Category(s): Technology Classifications > Advance Materials, Technology Classifications > Medical > Biomaterials, Technology Classifications > Medical > Medical Devices, Technology Classifications > Medical > Medical Sensors

BiP-Am: Ultra-sensitive Nicotine Detection Probe

Advantages Low-cost nicotine probe: synthesized in a simple and efficient two-step chemical process using inexpensive and commercially available reagents Selective: strong selectivity for nicotine even in the presence of common interfering substances Ultra-high Sensitivity detects nicotine at concentrations as low as 0.4 nanomolar Portable: Detection...

Published: 5/11/2026 | Updated: 7/14/2025 | Inventor(s): Ioannis Spanopoulos, Mina Bagherirard Sharabiani, Amrit Kaur

Keywords(s): Medical Devices, Medical Diagnostics

Category(s): Technology Classifications > Medical > Medical Devices, Technology Classifications > Medical > Medical Diagnostics, Technology Classifications > Medical > Medical Sensors

MDCare: AI-Based Real-Time Surgical Blood Loss Quantification System

Advantages Real-time and continuous blood loss estimation Automated and objective, minimizing human error Enhances surgical decision-making Seamlessly integrates into clinical workflows Mobile alerts for timely, remote monitoring Summary Inaccurate blood loss estimation during surgery remains a critical challenge, with traditional visual and...

Published: 5/11/2026 | Updated: 5/12/2025 | Inventor(s): Phat Huynh, Dang Nguyen, Trung Le, Aaron Muncey, Heath Rutledge-Jukes, Pallavi Jonnalagadda, Sammer Marzouk, Tram Le

Keywords(s): Artificial Intelligence, Medical Diagnostics, Sensors

Category(s): Technology Classifications > Medical > Medical Diagnostics, Technology Classifications > Medical > Medical Sensors, Technology Classifications > Medical > Surgery, Technology Classifications > Data/AI > D/AI Imaging

Leg Isoinertial Measurement Brace (LIMB)

Advantages: Portable & Lightweight – Ideal for clinics with limited space Accurate & Replicable – Eliminates human error for reliable results Motorized Torque Input – Ensures consistent, precise measurements Real-Time Monitoring – Arduino-based control system for tracking rehabilitation Ergonomic & Comfortable...

Published: 5/11/2026 | Updated: 2/25/2025 | Inventor(s): Aidan Foy, Jacob Loufek, David Botero, Nathan Schilaty, Benjamin Keister, Stephanie Carey

Keywords(s): Mechanical Engineering

Category(s): Technology Classifications > Medical > Medical Devices, Technology Classifications > Medical > Medical Sensors, Technology Classifications > Medical > Biomedical Engineering

Flexible Nanomaterial Sensors

Advantages: High sensitivity and versatility for monitoring various parameters, suitable for applications like medical tapes, wearable electronics, and artificial eardrums. Reduced material waste and lower production costs through non-contact printing, eliminating mask cleaning. Scalable and efficient manufacturing with electric field-assisted...

Published: 5/11/2026 | Updated: 6/26/2024 | Inventor(s): Ying Zhong, Long Wang, Rui Kou

Keywords(s): Electronics, Sensors

Category(s): Technology Classifications > Computer Science > C/S Sensors, Technology Classifications > Electronics > Electronics Sensors, Technology Classifications > Advance Materials > A/M Manufacturing, Technology Classifications > Medical > Biomedical Engineering, Technology Classifications > Medical > Medical Sensors

Empowering Deep Feature Learning for Human Activity Recognition by Spectrotemporal Harnessing of Biological Time-Series

Advantages: Enhanced Accuracy: Achieves superior performance in human activity recognition by effectively harnessing spectral properties and temporal features. Automated Feature Learning: Utilizes deep neural networks for automatic feature extraction, saving time and resources while improving model efficiency. Versatility and Adaptability:...

Published: 5/11/2026 | Updated: 8/10/2023 | Inventor(s): Ria Kanjilal

Keywords(s): Datasets, Machine Learning

Category(s): Technology Classifications > Medical > Medical Sensors, Technology Classifications > Medical > Neuroscience, Technology Classifications > Data/AI > D/AI Imaging, Technology Classifications > Computer Science > C/S Sensors

Biomimetic Electrochemical Sensor Systems for Detecting Gases and Volatile Organic Compounds

Advantages: High sensitivity and selectivity Enhanced signal amplification Advanced analytical accuracy Versatile multi-analyte detection Business Summary: The field of chemical gas sensing and electronic olfaction is critical for modern medical diagnostics, environmental monitoring, and public health screening. There is a growing need for...

Published: 5/11/2026 | Updated: 6/29/2023 | Inventor(s): Arash Takshi, Mohammad Shakhawat Hossain

Keywords(s): Air Quality, Biotechnology, Electrochemical, Environmental Sciences, Inflammation, Medical Devices, Nanotechnology, Respiratory Diseases, Sensor, Wearable Monitoring Equipment

Category(s): Technology Classifications > Electronics > Electronics Sensors, Technology Classifications > Medical > Infectious Diseases, Technology Classifications > Medical > Medical Devices, Technology Classifications > Medical > Medical Diagnostics, Technology Classifications > Medical > Medical Sensors, Technology Classifications > Medical > Medical Nanotechnology

RAiD2: Robotics and AI for Onsite Detection and Disinfection

Advantages: Precise and non-contact disinfection User-friendly and portable autonomous operation Robotic and AI-augmented advanced control Business Summary: The RAiD2 platform combats biological threats, particularly during the COVID-19 pandemic. The platform integrates multiplexed nucleic acid-based biosensing for onsite detection, corona...

Published: 5/11/2026 | Updated: 5/22/2023 | Inventor(s): Ying Zhong, Subhra Mohapatra, Shyam Mohapatra, Ehsan Sheybani, Tansel Yucelen

Keywords(s): Artificial Intelligence, Electronics, Infectious Diseases Treatment, Medical Devices, Robotics, Sensors

Category(s): Technology Classifications > Data/AI > D/AI Imaging, Technology Classifications > Electronics > Electronics Sensors, Technology Classifications > Medical > Infectious Diseases, Technology Classifications > Engineering > Sensors, Technology Classifications > Medical > Biomaterials, Technology Classifications > Medical, Technology Classifications > Medical > Medical Sensors

Neuro-Voting: A Brain Computer Interface

Competitive Advantages: No physical movement of the body is required, just mental intellect for making selections Highly accurate in making the choice, as accompanied by machine learning classifier to improve the performance Useful for aged people and with physical disabilities Not limited just to voting but finds its application...

Published: 5/11/2026 | Updated: 1/17/2023 | Inventor(s): Rupal Agarwal, Marvin Andujar

Keywords(s): Devices for Disabilities / Rehabilitation, Human Computer Interfaces, Medical Devices, Wearable Monitoring Equipment

Category(s): Technology Classifications > Arts and Humanities > Edtech, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Hardware, Technology Classifications > Engineering > Communications, Technology Classifications > Engineering > Computer Engineering, Technology Classifications > Medical > Medical Devices, Technology Classifications > Medical > Medical Sensors, Technology Classifications > Engineering, Technology Classifications > Engineering > Sensors

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