Search Results - artificial+intelligence

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Batch Processing for Imaris Stitcher (Case No. 2025-089)
Summary: Researchers in UCLA’s Department of Neurobiology have developed a novel software tool that enhances the capabilities of Imaris Stitcher. The tool enables batch processing and automated execution of multiple image stitching jobs, significantly improving workflow efficiency and reducing hands-on time. This results in readily available,...
Published: 5/13/2025   |   Inventor(s): Ian Bowman, Mitchell Rudd, Hong Wei Dong
Keywords(s): 3D tissue imaging, 3D ultrasound imaging, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence algorithms, artificial intelligence augmentation, artificial intelligence/machine learning models, artificial-intelligent materials, bioimaging, Cell Counting/Imaging, cell imaging, cell mapping, computational imaging, Data Acquisition, Data Aggregator, Data Analytics, Data Recovery, Data Structure, Fluorescence Microscope, histopathology images, Image Analysis, image restoration, image signal processing, Imaging, Magnetic Resonance Imaging, Medical artificial intelligence (AI), Medical Imaging, Microscope, Microscopy, Microscopy And Imaging, Molecular Imaging, multi-contrast imaging, Neuroimaging, non-invasive imaging, pathology image analysis, Phase-Contrast Imaging, three dimensional imaging, volumetric image
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Digital Health, Software & Algorithms > Image Processing
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: 5/12/2025   |   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
Smart IoT System for Longitudinal Real-time Physiological Monitoring of Cancer Patients Undergoing Treatment
Advantages Provides continuous, real-time patient monitoring from home Uses compact, low-cost IoT devices designed specifically for sleep monitoring in cancer patients Enables predictive analysis of sleep apnea using machine learning and longitudinal data Improves comfort and accessibility over traditional in-lab sleep studies Summary Cancer...
Published: 5/9/2025   |   Inventor(s): Trung Le, Quoc Nguyen
Keywords(s): Artificial Intelligence, Wearable Monitoring Equipment
Category(s): Technology Classifications > Medical > Medical Devices
Microbiome Reporting Program
Advantages: Transforms complex microbiome data into easy-to-read clinical reports Uses AI to generate real-time, personalized recommendations Works with multiple data types including Fastq, Excel, and 3rd-party reports Continuously updates insights with the latest research and datasets Summary: Microbiome testing has made huge scientific progress,...
Published: 5/7/2025   |   Inventor(s): Hariom Yadav, Shalini Jain, Rohit Shukla, Bhavya Seerapu, Vamsi Kummaragunta
Keywords(s): Artificial Intelligence, Digital Healthcare
Category(s): Technology Classifications > Medical > Medical Diagnostics
Quantum Polar Metric Learning: Efficient Classically Learned Quantum Embeddings
Background Recent studies have showed the ability of Quantum Computers to produce atypical patterns which are hard to produce classically, which gives them a distinct advantage in the domain of machine learning. However, most devices today are considered Noisy Intermediate Scale Quantum (NISQ) devices, which are limited in the circuit breadth and suffer...
Published: 4/22/2025   |   Inventor(s): Vinayak Sharma, Aviral Shrivastava
Keywords(s): Artificial Intelligence, Quantum Computing
Category(s): Artificial Intelligence/Machine Learning, Physical Science, Wireless & Networking
Custom AI Co-Pilot for Software Security Pen-Testing
Advantages: Helps scale pen-testing efforts by assisting human testers with AI Learns from each test and gets better over time Built to match real-world workflows using open-source tools and prompts Outperforms traditional tools like SonarQube with prompt customization Summary: Penetration testing is critical for finding security flaws in software....
Published: 4/18/2025   |   Inventor(s): Xinming (Simon) Ou, Dmitry Goldgof, Jarred Ligatti, Lawrence Hall
Keywords(s): Artificial Intelligence, Cybersecurity
Category(s): Technology Classifications > Data/AI > Cybersecurity - Data/AI
Automated Hidden Neuron Optimization for MLPs
Advantages: Maximizes accuracy with fewer neurons through automated, adaptive neural network tuning Reduces data size by over 80% using advanced hybrid feature selection Ensures scalable, overfitting-resistant models with cross-validation and early stopping built-in Summary: Determining the optimal number of hidden neurons in Multilayer Perceptrons...
Published: 4/18/2025   |   Inventor(s): Srinivas Katkoori, Susmitha Boyidapu, Lakshmi Kavya Kalyanam
Keywords(s): Artificial Intelligence, Datasets, Machine Learning
Category(s): Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Datasets
An Automated False Data Injection Attack Generator for Testing and Verification of Networked Control Systems
Advantages: Automated security testing for networked control systems (NCSs), eliminating the need for manual attack scenario creation Reinforcement learning (RL)-based approach efficiently generates attack scenarios to identify vulnerabilities Proven stability using Lyapunov-based analysis, ensuring attack generation with convergence guarantees Adaptable...
Published: 4/4/2025   |   Inventor(s): Arman Sargolzaei, Farahnaz Javidi Niroumand
Keywords(s): Artificial Intelligence, Autonomous Vehicle, Cybersecurity
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Data/AI > Cybersecurity - Data/AI
Universal and Efficient Detection of Adversarial Data through Nonuniform Impact on Network Layers
Advantages: Universal and real-time detection across image, video, and audio domains Lightweight and highly efficient, operating orders of magnitude faster than existing defenses Achieves 98% detection accuracy, significantly outperforming other methods Compatible with any Deep Neural Network (DNN) without requiring modifications Summary: Deep...
Published: 3/24/2025   |   Inventor(s): Yasin Yilmaz, Furkan Mumcu
Keywords(s): Artificial Intelligence, Cybersecurity
Category(s): Technology Classifications > Data/AI > Cybersecurity - Data/AI, Technology Classifications > Computer Science > C/S Cybersecurity
AI-Powered System for Objective Surgical Skill Assessment in Open Procedures (Case No. 2025-207)
Summary: UCLA researchers in the Department of Surgery have developed a deep-learning architecture to efficiently and accurately assess surgeon skill level for improved medical training. TITLE: AI-Powered System for Objective Surgical Skill Assessment in Open Procedures Background: Objectively assessing surgical trainee performance during open...
Published: 4/10/2025   |   Inventor(s): Peyman Benharash, Armin Alipour
Keywords(s): AI, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, deep-learning analysis algorithms, Education technology, image-guided surgery, medical bias reduction, Quality Control, Surgery, Surgical Instrument, Surgical Tools, teaching
Category(s): Life Science Research Tools > Lab Equipment, Life Science Research Tools > Research Methods, Medical Devices > Hospital Systems, Medical Devices > Monitoring And Recording Systems, Medical Devices > Surgical Tools, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Communication & Networking, Software & Algorithms > Digital Health
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