Search Results - automation

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Artificial Neural Network Train-Time Poison Defense via Energy-Based Model Dynamics Sampling (Case No. 2024-199)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel preprocessing algorithm to purify imperceptibly poisoned training datasets that may lead to misclassification and maintain image quality. Background: Large datasets are important for the effectiveness of machine learning models, serving as the...
Published: 8/1/2024   |   Inventor(s): Gregory Pottie, Omead Pooladzandi, Sunay Bhat, Jeffrey Jiang
Keywords(s): AI algorithms, Algorithm, Artificial Intelligence, artificial intelligence augmentation, Automation, Autonomous driving, Big Data, Computer Aided Learning, Data Corruption, Digital Health, Machine Learning, Machine Learning Autonomous Car Gradient Descent
Category(s): Software & Algorithms, Platforms > Diagnostic Platform Technologies, Therapeutics > Radiology, Medical Devices > Monitoring And Recording Systems, Medical Devices > Neural Stimulation, Mechanical > Sensors
A Programming Language to Execute Biological Experiments (Command Line Biology/Biowrapper) (Case No. 2024-049)
Intro Sentence: UCLA researchers in the Department of Molecular and Medical Pharmacology have developed a programming language to automate biological experiments. Background: Manual labor is a common bottleneck in biological sciences, with automation technology still being unobtainable and impractical for most scientists in biomedical research....
Published: 9/3/2024   |   Inventor(s): Robert Damoiseaux, Michael Mellody, Ronan Bennett, Alejandro Huerta, Rutu Shah
Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence augmentation, Artificial Neural Network, artificial-intelligent materials, Automation, generative artificial intelligence, Machine Learning, machine learning modeling, Medical artificial intelligence (AI), Programmable Logic Device
Category(s): Software & Algorithms, Software & Algorithms > Data Analytics, Software & Algorithms > Programs, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing, Life Science Research Tools, Life Science Research Tools > Research Methods
Automatic System and Method for Tissue Sectioning, Staining, and Scanning
Abstract: Computer and imaging technologies led to the development of digital pathology and the capture and storage of pathological specimens as digitally formatted images. The use of artificial intelligence (AI) in digital pathology, such as in three-dimensional (3D) reconstruction, requires analyses of high volumes of data. This results in increased...
Published: 4/8/2024   |   Inventor(s): Zhengping (Ping) Zhuang, Young-Wan Moon
Keywords(s): AI, Artificial Intelligence, AUTOMATION, Digital Pathology, High-throughput, Histology, IMAGING, Zhuang
Category(s): Collaboration Sought > Licensing, TherapeuticArea > Oncology, TherapeuticArea > Neurology, TherapeuticArea > Infectious Disease, Application > Medical Devices, Application > Non-Medical Devices
Automated Digital Pathology Device for High-Throughput Demand
Abstract: Computer and imaging technologies led to the development of digital pathology and the capture and storage of pathological specimens as digitally formatted images. The use of artificial intelligence (AI) in digital pathology, such as in three-dimensional (3D) reconstruction, requires analyses of high volumes of data. This resulted in increased...
Published: 4/8/2024   |   Inventor(s): Zhengping (Ping) Zhuang, Young-Wan Moon, Anthony Cappadona
Keywords(s): AI, Artificial Intelligence, AUTOMATION, Digital Pathology, High-throughput, Histology, IMAGING, Zhuang
Category(s): Collaboration Sought > Licensing, TherapeuticArea > Infectious Disease, Application > Non-Medical Devices, TherapeuticArea > Neurology, Application > Medical Devices, TherapeuticArea > Oncology
Meal detection and size estimation for artificial pancreas devices using machine learning
­Summary The current technology can be used within an automated insulin delivery system to automate insulin delivery (AID) in response to meals. This technology has the potential to reduce the burden of a person living with type 1 diabetes using an AID and potentially improving glucose management by accurately and automatically delivering insulin...
Published: 9/19/2023   |   Inventor(s): Clara Mosquera-Lopez, Peter Jacobs, Leah Wilson, Jessica Castle
Keywords(s): Automation, Connected Devices, Software, Software - Other
Category(s): Software
2023-021 A Ferrobotic Swarm Technology for Accessible, Adaptable, and Automated Testing
Summary: UCLA Researchers in the Department of Electrical and Computer Engineering have developed an automated, algorithm-driven nucleic acid amplification test (NAAT) method that is easy to manufacture, distribute, and yields accurate results with reduced demand of testing reagents. Background: Major epidemics over the last two decades have emerged...
Published: 8/8/2023   |   Inventor(s): Dino Di Carlo, Sam Emaminejad, Haisong Lin, Wenzhuo Yu, Kiarash AmirMozafariSabet
Keywords(s): Algorithm, algorithm-based testing, automated testing, Automation, Cell Counting/Imaging, COVID-19, Ferrofluid, ferrorobotics, high throughput testing, Nanotechnology, nucleic acid amplification test (NAAT), Nucleic Acid Platform Systems, Nucleic Acids, polymerase chain reaction (PCR), pooling, Software & Algorithms, viral testing
Category(s): Software & Algorithms, Life Science Research Tools, Life Science Research Tools > Research Methods, Electrical > Electronics & Semiconductors, Diagnostic Markers, Life Science Research Tools > Cell Counting And Imaging, Platforms > Diagnostic Platform Technologies
2021-359 Seeing Through Random Diffusers Without a Computer
Summary: UCLA researchers in the department of Electrical and Computer Engineering have developed an all optics-based system that can perform image reconstruction at the speed of light for images distorted by light scattering and diffusion. Background: Imaging is an essential technique for everything from biomedical optics and atmospheric physics...
Published: 12/4/2023   |   Inventor(s): Aydogan Ozcan, Yi Luo, Ege Cetintas, Yair Rivenson
Keywords(s): Automation, Computer Vision, Digital Electronics, Electronics & Semiconductors, Optics, Photonics, Remote Sensing, Robotics, Signal Reconstruction, Turbines
Category(s): Electrical, Electrical > Electronics & Semiconductors, Electrical > Imaging, Mechanical, Mechanical > Instrumentation, Mechanical > Robotics, Optics & Photonics
Automated Eye Drop Dispenser
Facilitates administration of medicated drops This ophthalmic tool automates the administration of eye drops for easier and more accurate instillation. Certain patients, including those with coordination problems, some elderly individuals, and young children, lack the dexterity needed to gently pull down their lower eyelids and instill the prescribed...
Published: 2/2/2023   |   Inventor(s): Carrie Chauhan, Anuj Chauhan
Keywords(s): Automation, camera based motion estimation, eye drops
Category(s): Technology Classifications > Engineering > Chemical, Technology Classifications > Engineering > Materials, Technology Classifications > Human Health Care
A Microfluidic System for Automated Dissociation of Tissue
This invention is an automated system with the ability to dissociate a variety of soft biological tissues, such as those found in the heart or central nervous system, into viable single cells for culture preparation and other various uses. It includes a microfluidic device made from clear, low-cost, biocompatible materials integrated with imaging and...
Published: 8/1/2024   |   Inventor(s): Yitshak Zohar, Linda Restifo, Linan Jiang
Keywords(s): automation, drug discovery, flow shear, high throughput screening (HTS), microfluidics, primary neuron culture, tissue dissociation, viability
Category(s): Technology Classifications > Engineering & Physical Sciences > Devices & Instrumentation > Microfluidics, Technology Classifications > Research Tools > Screening assays