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R/ECON™ I-O: An Economic Impact Model
Invention Summary: The R/ECONTM Input-Output Model (I-O) shows how sectors of an economy interact. For a given industry, the model shows the “production recipe” for the goods and services the industry sells and the shares of its revenues that are consumed by other industries in the economy. The R/ECONTM I-O model’s generates estimates...
Published: 6/5/2024   |   Inventor(s): Michael Lahr
Keywords(s): Data Science
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
Low-cost pipeline for assessing tissue remodeling and fibrosis using ultrasound
Cardiac Ultrasound Fingerprinting is an approach for high throughput extraction of myocardial features Invention Summary: Tissue characterization of myocardial pathology has been an area of intense research and development due to the rising incidence of cardiovascular conditions and the growing geriatric population globally. Although Cardiac Magnetic...
Published: 5/10/2024   |   Inventor(s): Partho Sengupta
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Healthcare & Life Sciences
Standardized Individual Pain Assessment Tool
A pipeline for utilizing facial, motor, and cardiac signals to measure an individual’s pain threshold Invention Summary: Self‐reporting of a person’s subjective level of pain is highly variable. This is due to individual differences in the way human beings experience pain. At present, no objective physiological scale of pain exists...
Published: 5/10/2024   |   Inventor(s): Elizabeth Torres, Mona Elsayed
Keywords(s): Autism
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
IntelliGenes: AI/ML pipeline for biomarker discovery and patient diagnosis
​ ​ A pipeline combining classical statistics and machine learning algorithms is used to identify disease-associated biomarkers and predict disease risk Invention Summary: Gene Expression Analysis and Genome‐wide association studies provide an unprecedented understanding of the genetic basis of human disease by uncovering millions of loci...
Published: 5/2/2024   |   Inventor(s): Zeeshan Ahmed
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Healthcare & Life Sciences
Decentralized, Privacy-preserving Navigation Recommendation System
se; } ​ The recommendation system provides a proactive and personalized route for a user’s movement indoors or outdoors. Invention Summary: Contact tracing has been shown to be an effective disease control measure and a key strategy for preventing further spread of the COVID-19 pandemic. However, smartphone contact tracing tools have...
Published: 5/8/2024   |   Inventor(s): Dario Pompili, Saman Aliari Zonouz, Vidyasagar Sadhu
Keywords(s): Wireless
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > COVID-19, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences
Communication-efficient Federated Learning NG-RAN Design with Fronthaul Awareness
​ ​ Fig. 1: Structure of federated learning-based NG-RAN algorithm. Invention Summary: Mobile network operators are faced with meeting demands beyond 5G networks, such as opening/virtualizing radio access network (RAN) layers, maintaining privacy, and achieving ultra-low latencies, high data rates, and low operational expenses for data transmission....
Published: 1/29/2024   |   Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Telecommunications & Networking
Two-Way Knowledge Distillation for Federated Learning
​ The workflow of the Fed2KD framework. Red arrows indicate the knowledge distillation direction. Invention Summary: Current contact tracing reporting platforms for infectious diseases are limited by their reactive nature, centralized approach, use of GPS, and privacy risk due to exchange of user data. Existing federated learning (FL) frameworks...
Published: 4/21/2024   |   Inventor(s): Dario Pompili, Chuanneng Sun
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > COVID-19, Technology Classifications > Software & Algorithms
A Method for Secure and Privacy-Preserving Feature Encoding to Enable Federated Data Augmentation and Input Validation
­ 2-step overview of the method Invention Summary: Predictive analytics are essential for optimizing industrial processes, but distributed sensitive data lacks generalizability, suffers from bias, and can't be gathered centrally. Although federated learning and privacy-preserving methods solve data mining problems, they face scalability...
Published: 4/21/2024   |   Inventor(s): Jaideep Vaidya, Hafiz Asif, Xinyue Wang, Sitao Min
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
Transportation Infrastructure Degradation Prediction Using Artificial Intelligence
​ Automated infrastructure: Integration of diverse data Invention Summary: The degradation monitoring of infrastructure, such as roads and railways, in the US faces challenges due to the vastness of the network and limited resources for continuous inspection. Artificial Intelligence (AI) can play a vital role by predicting infrastructure degradation...
Published: 4/21/2024   |   Inventor(s): Xiang Liu
Keywords(s): Data Science
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
A method for inferring individual capabilities from team performance
​ ​ Invention Summary: In today's dynamic world, assembling effective teams is crucial for success in various fields. By analyzing past performance, personality traits, and skill sets, predictive models can provide insights into the potential synergy or conflicts that may arise among team members. This prediction is invaluable as it enables...
Published: 6/11/2024   |   Inventor(s): Patrick Shafto, Wei-Ting Chiu, Pei Wang
Keywords(s):  
Category(s): Technology Classifications > Software & Algorithms
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