Search Results - software+%26+algorithms+%3e+image+processing

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Highly Accelerated Multi-Dimensional MRI Using Physics-Guided Self-Supervised Deep Learning Reconstruction (Case No. 2026-164)
Summary: UCLA researchers in the Department of Radiological Sciences have developed a novel physics-guided, self-supervised deep learning framework for multi-dimensional magnetic resonance imaging that delivers superior image quality and preserves spatiotemporal fidelity at high acceleration rates. Background: Magnetic resonance imaging (MRI) is...
Published: 6/5/2026   |   Updated: 6/5/2026   |   Inventor(s): Xiaodong Zhong, Jun Lyu, John Finn
Keywords(s):  
Category(s): Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing, Software & Algorithms > Digital Health, Software & Algorithms > Data Analytics, Medical Devices, Medical Devices > Medical Imaging, Medical Devices > Medical Imaging > MRI
Copyright: Cytoripple (Case No. 2026-139)
Summary: A UCLA researcher in the Department of Medicine, Hematology Oncology has developed a computational framework to model subcellular orientation for spatial biology Background: Spatial biology allows researchers to map the coordinates of proteins with subcellular resolution, revolutionizing our understanding of disease. Critical cellular processes...
Published: 6/3/2026   |   Updated: 6/3/2026   |   Inventor(s): Katie Campbell, Daniel Chen, Taejus Yee
Keywords(s):  
Category(s): Diagnostic Markers, Diagnostic Markers > Immunology, Diagnostic Markers > Cancer, Platforms, Platforms > Diagnostic Platform Technologies, Software & Algorithms, Software & Algorithms > Image Processing, Software & Algorithms > Programs, Software & Algorithms > Bioinformatics, Software & Algorithms > Data Analytics, Software & Algorithms > Digital Health
Active Electromagnetic Interference Suppression for Magnetic Resonance Imaging-Guided Interventions (Case No. 2026-217)
Summary: UCLA researchers in the Department of Radiological Sciences have developed a software-based active electromagnetic interference suppression solution for real-time MRI-guided interventions. Background: Microwave ablation (MWA) has emerged as the preferred thermal ablation modality for treating non-surgical patients with primary and metastatic...
Published: 4/16/2026   |   Updated: 4/14/2026   |   Inventor(s): Holden Wu, Qing Dai
Keywords(s):  
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing, Medical Devices, Medical Devices > Medical Imaging, Medical Devices > Medical Imaging > MRI, Life Science Research Tools, Life Science Research Tools > Microscopy And Imaging, Life Science Research Tools > Lab Equipment, Medical Devices > Monitoring And Recording Systems, Therapeutics, Therapeutics > CNS and Neurology, Therapeutics > Immunology And Immunotherapy, Therapeutics > Inflammation And Inflammatory Diseases, Mechanical, Mechanical > Instrumentation, Mechanical > Sensors, Electrical, Electrical > Electronics & Semiconductors, Electrical > Signal Processing, Electrical > Instrumentation, Electrical > Imaging
Lesion Estimation with Geometric Object Measurement (LE-GEOM) (Case No. 2025-077)
Summary: UCLA researchers in the Department of Radiology have developed a novel, automated approach for tumor assessment by determining RANO-compliant tumor diameters from tumor segmentation data. Background: MRI tumor measurements are critical in both clinical trials and clinical practice. Traditionally, radiologists manually assessed tumors by...
Published: 2/26/2026   |   Updated: 1/29/2026   |   Inventor(s): Benjamin Ellingson, Francesco Sanvito, Catalina Raymond
Keywords(s):  
Category(s): Life Science Research Tools, Life Science Research Tools > Microscopy And Imaging, Medical Devices, Medical Devices > Medical Imaging, Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Image Processing, Software & Algorithms > Bioinformatics
Misalignment Resilient Diffractive Optical Networks (Case No. 2020-885)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed and experimentally validated a comprehensive training scheme that greatly enhances the robustness of diffractive networks to 3D misalignments and fabrication tolerances in their physical implementation. Background: As an optical machine learning framework,...
Published: 1/28/2026   |   Updated: 1/27/2026   |   Inventor(s): Aydogan Ozcan
Keywords(s): Optical Communication , Optical computing, optical implementation, Optical networks, optical processor
Category(s): Software & Algorithms, Software & Algorithms > Image Processing, Optics & Photonics
Monitoring Structural Health Using Diffractive Optical Processors (Case No. 2025-201)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel structural health monitoring system that is highly accurate and cost effective, addressing limitations in current infrastructure and civil health monitoring and a rise in public safety concerns. Background: The need for structural health monitoring...
Published: 12/5/2025   |   Updated: 12/5/2025   |   Inventor(s): Aydogan Ozcan, Ertugrul Taciroglu, Yuntian Wang, Yuhang Li
Keywords(s): 3D structures, Adaptive Optics, AI-generated images and content, all-optical diffractive computing, all-optical transformation, analog computing, analog optical computing, Analogue Electronics, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence algorithms, artificial intelligence augmentation, artificial intelligence/machine learning models, artificial-intelligent materials, civil engineering, civil infrastructure, civil monitoring, computational imaging, computational imaging task, Construction, deep diffractive network, Diffraction, diffractive design, diffractive image reconstruction, diffractive network, diffractive processor, diffractive surface, digital image reconstruction, electromagnetic spectrum, Electro-Optics, Image Analysis, Image Processing, Image Resolution, image restoration, image signal processing, Imaging, Infrastructure, Lens (Optics), linear optics, Nanostructure, optical processor, optically-guided structural monitoring, Optics, passive light-matter interactions, security imaging, Signal Reconstruction, Structural health monitoring, structural health monitoring (SHM), structure monitoring, Structures
Category(s): Electrical, Electrical > Signal Processing, Electrical > Imaging, Materials, Materials > Construction Materials, Electrical > Visual Computing, Electrical > Computing Hardware, Electrical > Instrumentation, Energy & Environment, Energy & Environment > Energy Efficiency, Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing, Software & Algorithms > Programs
Copyright: Locally Low-Rank Image Denoising for Multi-Coil Multi-Contrast Magnetic Resonance Imaging (Case No. 2025-056)
Summary: UCLA researchers have developed a software algorithm for locally low-rank denoising that improves image quality and diagnostic reliability in multi-coil, multi-contrast MRI by correcting complex noise and preserving fine image details. Background: Magnetic resonance imaging (MRI) is a powerful, non-invasive tool widely used in both research...
Published: 12/1/2025   |   Updated: 12/1/2025   |   Inventor(s): Shu-Fu Shih, Holden Wu
Keywords(s): 3D tissue imaging, AI-guided medical imaging, Biomedical Engineering, Cardiac MRI, Cine MRI, Deep learning MRI, DENSE MRI, Imaging, Magnetic Resonance Imaging, Magnetic Resonance Imaging Carotid Artery Stenosis, Magnetic Resonance Imaging Hypoxia (Medical), Magnetic Resonance Imaging Medical Physics, Magnetic Resonance Imaging Microangiopathy, Magnetic Resonance Imaging Pathology, Magnetic Resonance Imaging Spin Polarization, Medical artificial intelligence (AI), Medical Device, Medical Devices and Materials, Medical diagnostics, Medical Imaging, MRI, multiparametric MRI (mpMRI), radial MRI
Category(s): Electrical > Imaging, Electrical > Signal Processing, Life Science Research Tools > Research Methods, Medical Devices > Medical Imaging, Medical Devices > Medical Imaging > MRI, Software & Algorithms > Image Processing, Software & Algorithms
Method and Apparatus for Improving the Signal-To-Noise Ratio in Multi-Dimensional Magnetic Resonance Imaging Data (Case No. 2025-204)
Summary: UCLA researchers have developed a software-based denoising method that makes cardiac MRI images clearer and more reliable, enabling more accurate heart function measurements without requiring longer scan times. Background: Cardiac MRI is a powerful imaging tool for assessing heart health because it can provide detailed pictures of how the...
Published: 3/17/2026   |   Updated: 11/13/2025   |   Inventor(s): Xiaodong Zhong, Shu-Fu Shih, Holden Wu, Kim-Lien Nguyen
Keywords(s): 2D ultrasound imaging, 3D tissue imaging, 3D ultrasound imaging, AI-guided medical imaging, AI-guided medical intervention, bioimaging, Biologic Medical Product, Biomedical Engineering, Cardiac Magnetic Resonance Imaging, Image Analysis, Imaging, Magnetic Resonance Imaging, Magnetic Resonance Imaging Carotid Artery Stenosis, Magnetic Resonance Imaging Hypoxia (Medical), Magnetic Resonance Imaging Medical Physics, Magnetic Resonance Imaging Microangiopathy, Magnetic Resonance Imaging Pathology, Magnetic Resonance Imaging Spin Polarization, Magnetic Resonance Imaging Unmanned Aerial Vehicle, Medical artificial intelligence (AI), Medical Device, medical device cardiac monitoring, Medical Devices and Materials, Medical diagnostics, Medical Imaging
Category(s): Medical Devices > Cardiac, Medical Devices > Medical Imaging, Medical Devices > Medical Imaging > MRI, Software & Algorithms > Image Processing, Software & Algorithms
Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks (Case No. 2020-174)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a diffractive neural network that can process an all-optical, 3D printed neural network for deep learning applications. Background: Deep learning, a method of machine learning that mimics the human brain’s connectivity through a series of “neural...
Published: 10/17/2025   |   Updated: 10/17/2025   |   Inventor(s): Aydogan Ozcan, Yi Luo, Deniz Mengu, Yair Rivenson
Keywords(s):  
Category(s): Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing
Method and Apparatus for Acceleration of Dense MR Data Acquisition (Case No. 2025-226)
Summary: UCLA researchers from the Department of Radiological Sciences have developed a novel acquisition and reconstruction strategy that accelerates Displacement Encoding with Stimulated Echoes (DENSE) MRI, enabling faster and clinically feasible cardiac strain measurement. Background: Myocardial strain is an important biomarker for assessing how...
Published: 11/19/2025   |   Updated: 10/7/2025   |   Inventor(s): Xiaodong Zhong, Shu-Fu Shih
Keywords(s):  
Category(s): Electrical > Imaging, Electrical > Signal Processing, Medical Devices > Cardiac, Medical Devices > Medical Imaging, Medical Devices > Medical Imaging > MRI, Platforms > Diagnostic Platform Technologies, Software & Algorithms > Data Analytics, Software & Algorithms, Software & Algorithms > Image Processing
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