Search Results - software+%26+algorithms+%3e+ai+algorithms

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Linking the Gap Between Traumatic Brain Injuries & Cognitive Impairments Through the Creation of Machine Learning Based Diagnostic & Prognostic Clinic (Case No. 2026-251)
Summary: UCLA researchers have developed a machine learning-based clinical decision support tool that predicts patient-specific cognitive impairments following traumatic brain injury (TBI) using neuroimaging and multimodal clinical data. The software leverages MRI-derived structural brain information to generate individualized diagnostic and prognostic...
Published: 4/30/2026   |   Updated: 4/30/2026   |   Inventor(s): Sonya Ashikyan, Martin Monti, Jeffrey Chiang
Keywords(s):  
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Digital Health, Software & Algorithms > Bioinformatics, Medical Devices, Medical Devices > Medical Imaging, Medical Devices > Medical Imaging > CT, Medical Devices > Medical Imaging > MRI, Therapeutics > CNS and Neurology, Therapeutics
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
A Low-Cost Non-invasive Fruit Ripeness Sensing System (Case No. 2025-007)
Summary: Researchers in the Department of Computer Science at UCLA developed an affordable, non-invasive fruit ripeness estimation system to improve operational efficiency of food manufacturing systems. Background: Fruit waste accounts for a significant portion of global waste due to consumer purchasing trends and grower harvesting issues. Consumers...
Published: 4/1/2026   |   Updated: 4/1/2026   |   Inventor(s): Omid Abari, Shanmu Wang
Keywords(s): acoustics, Agriculture, Cellular agriculture, Continuous-Wave Radar, frequency modulation, millimeter-wave, mmWave backscatter network, Radiofrequency Ablation
Category(s): Software & Algorithms > Data Analytics, Optics & Photonics, Optics & Photonics > Remote Sensing, Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > AI Algorithms
A Wearable Magnetoelastic Patch for Cervical Spines Care (Case No. 2026-076)
Summary: UCLA researchers have developed a soft, wearable magnetoelastic patch designed for real-time, non-invasive monitoring of cervical spine pressure and motion, enabling early detection and personalized care for infants with potential neck or spine disorders. Background: Infant cervical spine injuries present a significant diagnostic challenge...
Published: 2/4/2026   |   Updated: 2/4/2026   |   Inventor(s): Jun Chen
Keywords(s): Neurosurgery/Spine
Category(s): Diagnostic Markers > Pediatrics, Electrical > Electronics & Semiconductors, Electrical > Flexible Electronics, Electrical > Sensors, Materials > Fabrication Technologies, Mechanical > Sensors, Medical Devices > Monitoring And Recording Systems, Software & Algorithms > AI Algorithms, Therapeutics
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
Aerodynamics-Informed Design Optimization of Vehicles with Machine Learning (Case No. 2025-083)
Intro Sentence: UCLA researchers from the Department of Mechanical and Aerospace Engineering have developed a machine-learning–guided aerodynamic optimization framework that accelerates the design of electric vehicles by coupling high-fidelity simulations with data-driven shape prediction. Background: Electric vehicle (EV) technologies have...
Published: 11/5/2025   |   Updated: 11/5/2025   |   Inventor(s): Kunihiko Taira, Jonathan Tran, Kai Fukami, Daisuke Umehara, Kenta Inada, Yoshimichi Ono, Kenta Ogawa
Keywords(s):  
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Materials, Materials > Functional Materials, Energy & Environment
Prototype Software for Neuron-Centric Memory Architecture in AI (Case Nos. 2025-327/328)
Summary: Researchers at UCLA’s Department of Integrative Biology & Physiology and Neurobiology have pioneered the first prototype of a novel, neuron-centric AI architecture featuring intracellular memory and adaptive computation capabilities, designed to enhance deep learning performance and efficiency. Background: Deep learning leverages...
Published: 12/10/2025   |   Updated: 10/23/2025   |   Inventor(s): Alain Glanzman, David Glanzman
Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence algorithms, artificial intelligence augmentation, artificial intelligence/machine learning models, artificial intelligence-generated content, Artificial Neural Network, Artificial Neural Network Artificial Neuron, artificial-intelligent materials, generative artificial intelligence, Medical artificial intelligence (AI), Neuron, neurons, Software, Software & Algorithms, Software Development Tools, Software-enabled learning
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Electrical, Electrical > Computing Hardware
Interactive Systems and Methods for Identifying Target Proteins in Drug Discovery (Case No. 2025-098)
Summary: UCLA researchers from the Department of Electrical and Computer Engineering have developed a novel computational system for target protein identification, enabling integrative drug discovery. Background: Target identification (Target ID) in drug discovery involves the identification and evaluation of protein candidates that could interact...
Published: 10/1/2025   |   Updated: 10/1/2025   |   Inventor(s): Xiang Chen, Youngseung Jeon, Christopher Hwang, Ziwen Li, Jesus Campagna, Varghese John, Whitaker Cohn, Eunice Jun
Keywords(s): AI-driven drug discovery, Alzheimer’s disease target discovery, Bioinformatics software platform, Drug, Drug Discovery, Functional annotation of proteins, High-throughput docking, large language models (LLMs), Ligand-protein docking, Mechanism-of-action prediction, Molecular docking simulation, Multi-criteria decision support, Neurodegenerative disease therapeutics, Pathway-centric drug targeting, personalized medicine, PPI-Comparator, PPI-Explorer, Protein structure prediction, Protein-protein interaction (PPI) analysis, Rational drug design, Retrieval-augmented generation (RAG), Semantic similarity modeling, Small molecule screening, Systems biology interface, Target identification (Target ID), Therapeutic impact modeling, User-guided AI exploration
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Digital Health, Life Science Research Tools, Life Science Research Tools > Research Methods, Platforms, Platforms > Drug Delivery
Method and Apparatus for Segmentation of Dense MR Images Using Deep Learning with Domain Adaptation (Case No. 2025-208)
Summary: UCLA researchers from the Department of Radiological Sciences have developed a deep learning-based segmentation framework that enables fully automated and reproducible analysis of left ventricular (LV) function in Displacement Encoding with Stimulated Echoes (DENSE) MRI. Background: Myocardial strain is a key metric for analyzing how much...
Published: 10/17/2025   |   Updated: 8/15/2025   |   Inventor(s): Xiaodong Zhong, Siyue Li, Kim-Lien Nguyen
Keywords(s): acute myocardial infarction, adjustable mount, aneurysm drainage, automatic leveling, bedside decisions, blood pressure monitoring, cardiac cycle, Cardiac Electrophysiology, Cardiac failure, Cardiac Magnetic Resonance Imaging, Cardiac MRI, Cardiovascular, Cardiovascular Disease, Cardiovascular Disease Nephropathy, cardiovascular diseases, cardiovascular monitoring, cerebrospinal fluid (CSF) drainage, Cine MRI, clamp, critical-care, CSF drainage, Deep learning MRI, DENSE MRI, laser alignment, Left ventricular segmentation, lumbar drains, Motion analysis, MRI, multiparametric MRI (mpMRI), Myocardial strain, non-invasive cardiac monitoring, operator variability, passive reflective target, phlebostatic axis measurement, Pseudo-labeling, radial MRI, Segment Anything Model (SAM), self-leveling system, transducer alignment, Unsupervised domain adaptation (UDA)
Category(s): Medical Devices > Cardiac, Electrical > Imaging, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing, Therapeutics > Cardiovascular, Therapeutics > Radiology, Medical Devices > Medical Imaging > MRI, Medical Devices > Medical Imaging
Methods and Systems for Low-Cost Medical Image Annotation Using Non-experts (Case No. 2025-108)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed an AI-based interface designed to enable individuals without specialized training to identify arthritis in medical imaging. Background: The use of artificial intelligence (AI) for medical imaging analysis holds great promise for the future of healthcare....
Published: 11/6/2025   |   Updated: 7/23/2025   |   Inventor(s): Xiang Chen, Youngseung Jeon, Christopher Hwang
Keywords(s): 3D tissue imaging, AI-guided diagnostics, AI-guided medical imaging, AI-guided medical intervention, arthritis, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence algorithms, artificial intelligence augmentation, artificial intelligence/machine learning models, Artificial Neural Network, bioimaging, Computer-Aided Diagnosis, computer-aided radiology, Diagnostic Markers & Platforms, Diagnostic Test, diagnostics, generative artificial intelligence, Image Analysis, Image Resolution, Imaging, infrared thermal imaging, Machine Learning, machine learning modeling, machine perception, Magnetic Resonance Imaging Medical Physics, Magnetic Resonance Imaging Pathology, Medical artificial intelligence (AI), Medical diagnostics, Medical Imaging, Microscopy And Imaging, non-invasive imaging, osteoarthritis, radial MRI, radiologic imaging, Radiology, Radiology / Radiomitigation, radiosurgery
Category(s): Software & Algorithms, Software & Algorithms > AI Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Digital Health, Software & Algorithms > Image Processing, Life Science Research Tools, Life Science Research Tools > Lab Equipment, Life Science Research Tools > Microscopy And Imaging, Medical Devices, Medical Devices > Medical Imaging, Medical Devices > Monitoring And Recording Systems, Therapeutics, Therapeutics > Musculoskeletal Disease, Therapeutics > Radiology
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