Search Results - artificial+intelligence%2fmachine+learning

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Method for Repurposing FDA-approved Therapeutics & Composition for Treating Mesothelioma
The amount of time and money that goes into getting a drug from initial discovery to FDA approval is substantial, typically involving at least 10 years and hundreds of millions of dollars. Because of this, there has been a growing interest in repurposing drugs which have previously been approved for human use, particularly since their MOA as well as...
Published: 1/8/2025   |   Inventor(s): Chris Plaisier, Sierra Wilferd, Choung Hoang
Keywords(s): Cancer, Drug, Drug Discovery
Category(s): Pharmaceuticals, Cancer, Cancer Therapeutics, Artificial Intelligence/Machine Learning, Computing & Information Technology, Life Science (All LS Techs)
Safe Explicable Robot Planning
Background Effective human-robot interaction must be informed by human expectations and knowledge of the world, including how robots are expected to act/interact in various situations. However, knowledge about the robot may be inconsistent with the ground truth, which can result in the robot not meeting expectations, and the interaction integrity being...
Published: 12/13/2024   |   Inventor(s): Yu Zhang, Akkamahadevi Hanni, Andrew Boateng
Keywords(s):  
Category(s): Physical Science, Applied Technologies, Wireless & Networking, Artificial Intelligence/Machine Learning
Dynamic Non-Line-of-Sight Tracking with Mobile Robots
Background The rise of autonomous machines navigating the changing outdoor environment requires not only the use of line-of-sight tracking, but also non-line of sight (NLOS) tracking. NLOS imaging techniques are divided into active and passive approaches. Active methods employ high-temporal-resolution light sources and time-resolved detectors which...
Published: 12/13/2024   |   Inventor(s): Sreenithy Chandran, Shenbagaraj Kannapiran, Suren Jayasuriya, Spring Berman
Keywords(s):  
Category(s): Physical Science, Wireless & Networking, Imaging, Applied Technologies, Artificial Intelligence/Machine Learning
Precision Medicine for Psychedelic Therapies
Stress related psychiatric disorders (SRPDs) such as post-traumatic stress disorder (PTSD), major depressive disorder (MDD), mood disorders, psychotic disorders, anxiety disorders, substance use disorders (SUDs) and more, are a leading disease burden worldwide with increasing diagnoses among adolescents as well as adults. They are influenced by both...
Published: 12/11/2024   |   Inventor(s): Candace Lewis
Keywords(s):  
Category(s): Life Science (All LS Techs), Non-Cancer Therapeutics, Pharmaceuticals, Computing & Information Technology, Artificial Intelligence/Machine Learning
Biofeedback Device for Speech Modulation
Neurodegenerative diseases, such as Parkinson’s Disease (PD), affect many of the body’s functions such as balance and movement. They can also have a profound effect on communication abilities, with the majority of patients suffering from some form of vocal impairment, usually a difficulty in modulating vocal intensity. These speech difficulties...
Published: 12/12/2024   |   Inventor(s): Nithish Kumar Saravanan, Kirthik Roshan Nagaraj, Ezhilan Veluchami, Ramprakash Sridharan, Tyler Hulson, Zane Reynolds, Tara Chay, Maura Rhodes
Keywords(s):  
Category(s): Life Science (All LS Techs), Manufacturing/Construction/Mechanical, Medical Devices, Neurodegenerative Disease Technologies, Artificial Intelligence/Machine Learning
Analyzing User Migration across Multiple Social Media Platforms
Background Social media users are increasingly mobile, migrating between platforms as their needs, preferences, and interests evolve. This drives intense competition among social media platforms for user attention, and can contribute to instability within social media companies and decreased effectiveness of digital marketing strategies. There has...
Published: 11/15/2024   |   Inventor(s): Ujun Jeong, Ayushi Nirmal, Kritshekhar Jha, Susan Xu Tang, H. Bernard, Huan Liu
Keywords(s): Social Media, Social Media Monitoring
Category(s): Physical Science, Wireless & Networking, Artificial Intelligence/Machine Learning
Machine Learning Enhanced Analog-to-Digital Converters
Background Data converters act as gatekeepers between analog and digital formats, translating information between the physical world and computing devices. Analog-to-digital converters (ADCs) specifically convert analog signals to digital numbers, where information can be processed, analyzed, and stored in digital format for human consumption. Many...
Published: 11/7/2024   |   Inventor(s): Arindam Sanyal, Sumukh Bhanushali, Debnath Maiti, Tushar Gupta
Keywords(s):  
Category(s): Physical Science, Semiconductor Devices, Wireless & Networking, Artificial Intelligence/Machine Learning
Weight-Agnostic Federated Neural Architecture Search
Federated learning (FL) is envisaged to be a promising solution for collaboratively training a machine learning model while keeping the training data decentralized and private. For example, in FL, different participants might have different samples of data from different classes. Some participants might have no samples from some of the subclasses...
Published: 10/29/2024   |   Inventor(s): Rida Bazzi, Om Thakkar
Keywords(s): Algorithm Development, Machine Learning, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Physical Science, Artificial Intelligence/Machine Learning
Cyber-Physical Interaction Aware Test Case Generation to Identify Operational Changes
Present day autonomous systems are cyber-physical systems (CPS) that involve multi-dimensional interaction between the cyber machine and the operational environment. One of the key aspects of these autonomous systems is that interaction patterns change over the lifetime of usage. Changes in CPS interaction patterns can be unintentional or intentional...
Published: 10/28/2024   |   Inventor(s): Sandeep Gupta, Aranyak Maity, Ayan Banerjee, Imane Lamrani
Keywords(s): Algorithm Development, Inspection, Machine Learning, PS-Computing and Information Technology, Test
Category(s): Computing & Information Technology, Physical Science, Artificial Intelligence/Machine Learning
Attributing Image Generative Models Using Latent Fingerprints
Background Artificial intelligence (AI) image generation has opened up endless possibilities for creativity, allowing architects, designers, and artists to produce visual models rapidly. However, this technology is responsible for creating deepfakes, which are highly realistic but fake images and videos. Deepfakes can be used to spread misinformation,...
Published: 10/4/2024   |   Inventor(s): Guangyu Nie, Changhoon Kim, Yezhou Yang, Yi Ren
Keywords(s):  
Category(s): Physical Science, Wireless & Networking, Intelligence & Security, Artificial Intelligence/Machine Learning