Search Results - artificial+intelligence+(ai)+%26+machine+learning

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An automated image analysis pipeline for diagnosing and predicting cardiac allograft vasculopathy
Docket # 22-9888 Patent Pending Check back for additional information once patent is published.
Published: 3/18/2025   |   Inventor(s): Eliot Peyster, Andrew Janowczyk, Abigail Swamidoss, Samhith Kethireddy
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Cardiovascular
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Digital Health
MRI Scan Time Reduction Method Using Deep Learning
A reconstruction algorithm based on a generative diffusion model for multi-coil, highly undersampled non-Cartesian MRI allowing drastic reduction of scan time Problem: MRI suffers from slow data acquisition due to hardware constraints, leading to prolonged scan times and challenges like reduced patient compliance and motion artifacts. Current acceleration...
Published: 3/18/2025   |   Inventor(s): Chamith Rajapakse, Trevor Chan
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Radiology, Software
Category(s): Technology Classifications > Imaging, Technology Classifications > Medical Devices
SMOOTHLLM: Defending Large Language Models Against Jailbreaking Attacks
An algorithm designed to defend Large Language Models (LLMs) against jailbreaking attacks that significantly reduces attack success rates. Problem: Despite efforts to align LLM outputs with ethical standards, the models exhibit persistent weaknesses against adversarial attacks that bypass alignment mechanisms and safety guardrails, commonly known as...
Published: 1/28/2025   |   Inventor(s): George Pappas, Alexander Beck Robey, Seyed Hamed Hassani, Eric Wong
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Software
Category(s): Technology Classifications > Business Ideas, Technology Classifications > Computer Information Systems
Machine-Learning Foundation Model For The Early Detection Of Neurodegenerative Diseases
A machine learning technique that identifies biomarkers from neuroimaging data, allowing for identification and treatment of populations vulnerable to neurodegenerative diseases. Problem: Neurodegenerative diseases such as Alzheimer’s disease (AD) impact an estimated twenty-four million people worldwide, with prevalence increasing with global...
Published: 1/17/2025   |   Inventor(s): Saurabh Sihag, Alejandro Ribeiro
Keywords(s): Aging, Artificial Intelligence (AI) & Machine Learning, Neurodegenerative Diseases, Neurology, Platform Technology, Radiology
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Digital Health, Technology Classifications > Imaging
Physical Neural Network for Fast, Scalable, and Power-Efficient Machine Learning Computation
A physical embodiment of a locally-learning neural network, which learns faster than current CPU-based nets. Problem: Machine learning is a ubiquitous tool that has found uses in engineering, science, and medicine. Neural networks are some of the most powerful machine learning algorithms, but they train very slowly when they become large. This hampers...
Published: 10/24/2024   |   Inventor(s): Samuel Dillavou, Douglas Durian, Andrea Liu, Menachem (Nachi) Stern, Marc Miskin
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Electronic Materials, Internet of Things, Nanotechnology, Software
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components
PanoRadar: A High Resolution, Radio Frequency-Based 3D Imaging System
A radio frequency-based 3D imaging system that can generate LiDAR-comparable images with reduced power and processing needs. Problem: With the emergence of robotic and autonomous systems in areas such as transportation, search and rescue, construction, healthcare assistance, and warehouse management, radio frequency (RF) signal-based sensing and imaging...
Published: 1/17/2025   |   Inventor(s): Mingmin Zhao, Gaoxiang Luo, Yifei Li, Haowen Lai
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Autonomous Vehicles, Imaging Agents
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components, Technology Classifications > Imaging
SCALPEL or Secure Compartments Automatically Learned and Protected by Execution Using Lightweight Metadata
SCALPEL is a lightweight optimization tool for automatically compartmentalizing policies for hardware-accelerated enforcement in a tagged architecture. The tool also creates a layer or protection (or hardening) by learning and allowing certain privileges based on learned expectations. Problem: The languages of operating systems, device drivers and embedded...
Published: 1/8/2025   |   Inventor(s): Andre DeHon, Nicholas Roessler
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Internet of Things, Software
Category(s): Technology Classifications > Hardware & Components, Technology Classifications > Computer Information Systems
Photoactivated Selective Release (PHASR) of Droplets from Microwell Arrays
A photoresponsive polymer layer that can be integrated into microfluidic devices for selective release of unique droplets Problem: Droplet microfluidics are used for single molecule detection and analysis, such as isolation of protein biomarkers for monitoring of disease progression. Current techniques for recovering unique molecules or cells from droplet...
Published: 1/17/2025   |   Inventor(s): Daeyeon Lee, Junhyong Kim, Yongwon Choi, Syung-Hun Han
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Microfluidics, Nanotechnology
Category(s): Technology Classifications > Chemical Processes and Synthesis, Technology Classifications > Research Tools & Reagents
Antimicrobial Peptides (AMPs) Mined from Human Gut Metagenome Are Effective Against Antibiotic Resistant Pathogens
The collective genomes of the human gut microbiome, known as the metagenome, encode peptides that are effective against antibiotic-resistant bacteria. Problem: Antimicrobial resistance poses a major threat to public health. The development of drug-resistance outpaces traditional drug discovery approaches. As a result, the supply of drugs available to...
Published: 6/26/2024   |   Inventor(s): Cesar de la Fuente-Nunez, Marcelo Der Torossian Torres, Ami Bhatt, Erin Brooks
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Bioengineering, Infectious Disease, Microbiome, Protein/Peptide (Non-Antibody)
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Therapeutics
High-Speed Computational Architecture For Reduced Latency In Big Data Processing
Novel computational architecture designs to reduce the latency time to process large volumes of data utilizing the reconfiguration of memory and storage; streamlining read/write functions to include computational logic within the register file; and programmable schedule and memory utilization within a configurable load/store unit. Problem: The execution...
Published: 11/8/2024   |   Inventor(s): Jing Li, Jialiang Zhang
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Software
Category(s): Technology Classifications > Hardware & Components, Technology Classifications > Computer Information Systems
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