Search Results - predictive+analytics

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Copyright: Large Language Models for Electronic Health Records (Case No. 2024-216)
Intro Sentence: UCLA researchers from the Department of Computational Medicine have developed a novel model for tabulating electronic health records. Background: Electronic Health Records (EHR) provide healthcare systems with insights into health histories. Machine learning models have been developed to use EHR for inference tasks based on specific...
Published: 9/6/2024   |   Inventor(s): Jeffrey Chiang, Simon Lee
Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), clinical decision support, EHR, EHR integration, electronic health records (EHR), Hospital Systems And Devices, lab results analysis, large language model (LLNMs), Machine Learning, machine learning modeling, patient questionnaire, personalized medicine, predictive analytics, specialist referral
Category(s): Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Data Analytics, Software & Algorithms > Programs, Medical Devices, Medical Devices > Hospital Systems
Comprehensive and Individualized Menopause Care Delivery Protocol With Technological Decision Support Aid (Case No. 2024-193)
Summary: Researchers in the UCLA Department of Obstetrics and Gynecology have developed a new clinical decision support system for improved menopause care. Background: Each year, approximately 1.3 million women in the United States enter menopause. This is often accompanied by symptoms such as hot flashes, mood changes, and sleep issues. In addition,...
Published: 9/3/2024   |   Inventor(s): Rajita Patil, Erica Oberman, Brittany Davis, Rhonda Voskuhl, Kathleen Van Dyk, Ravi Aysola, Louise Dixon De Silva, Karol Watson, Lua Jafari, Julie Bernthal, Rashmi Mullur, Albert Shieh, Elizabeth Ko, Katie Hu, Aashini Master, Kelly Mccann, Kelsey Collins, Katherine Unverferth, Tamara Grisales, Amy Rosenman, Andrea Rapkin
Keywords(s): clinical care methodology, clinical decision support, EHR, EHR integration, electronic health records (EHR), FemTech, femtech medical device, lab results analysis, medical bias reduction, Menopause, menopause management, patient questionnaire, period, personalized medicine, predictive analytics, specialist referral, women’s health
Category(s): Software & Algorithms, Software & Algorithms > Programs, Software & Algorithms > Digital Health, Software & Algorithms > Artificial Intelligence & Machine Learning, Medical Devices, Medical Devices > FemTech
Methods and Techniques to Classify Stages in the Gonotrophic Cycle of Mosquitoes from Images using Computer Vision Techniques
­Advantages: Enables rapid and accurate identification of mosquito gonotrophic stages, enhancing disease surveillance efforts effectively. Reduces the need for extensive entomological expertise, making mosquito monitoring more accessible and efficient. Facilitates integration with citizen-science platforms, empowering community involvement...
Published: 5/23/2024   |   Inventor(s): Sriram Chellappan, Farhat Azam, Ryan Carney, Sherzod Kariev
Keywords(s): Artificial Intelligence, Infectious Diseases, Predictive Analytics
Category(s): Technology Classifications > Medical > Infectious Diseases, Technology Classifications > Data/AI > D/AI Imaging, Technology Classifications > Computer Science > Algorithms
Cooperative Learning for Personalized Context-Aware Pain Assessment from Wearable Data
­Advantages: Utilizes wearable devices, enriching pain datasets with comprehensive body and muscle data. Promotes responsible user interaction, enhancing model relevance to individual experiences in pain assessment. Integrates human-machine cooperation for superior predictive capabilities in pain assessment models' development. Summary: In...
Published: 9/18/2024   |   Inventor(s): Shaun Canavan, Md Taufeeq Uddin, Ghadh Alzamzmi
Keywords(s): Health Tech, Machine Learning, Predictive Analytics, Sensors, Wearable Monitoring Equipment
Category(s): Technology Classifications > Medical > Medical Devices, Technology Classifications > Medical > Biomedical Engineering, Technology Classifications > Electronics > Electronics Sensors
Spatio-temporal Graph Analytics on Secondary Affect Data for Improving Trustworthy Emotional AI
­Advantages: Enhances analysis with a comprehensive view, nuanced understanding of affect data. Captures evolving patterns in affective computing with precise spatio-temporal insight. Unveils biases in affect data, facilitating ethical development through analytics. Summary: In the realm of affective computing (AC), the current challenge...
Published: 9/18/2024   |   Inventor(s): Shaun Canavan, Md Taufeeq Uddin, Lijun Yin
Keywords(s): Artificial Intelligence, Health Tech, Predictive Analytics
Category(s): Technology Classifications > Data/AI > Cybersecurity - Data/AI, Technology Classifications > Medical > Biomedical Engineering, Technology Classifications > Medical > Medical Diagnostics