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Accelerated Image Reconstruction (MRI)
Comparison of the adaptive unrolled method's effectiveness against two other contemporary deep unrolling techniques (M1 and M2). M1 produces a blurry reconstruction, M2 results in a clear but structurally inaccurate output. In contrast, the adaptive unrolling method achieves reconstruction that closely matches the Ground Truth in both sharpness...
Published: 12/17/2024
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Inventor(s): Bingyu Xin, Dimitris Metaxas
Keywords(s):
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Medical Imaging, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Artificial Intelligence & Machine Learning
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PRISM: Precise Identification of Species of the Microbiome
Invention Summary:
The human microbiome plays a critical role in health and disease, influencing conditions such as cardiovascular disease, cancer, and autoimmune disorders. However, analysis of microbial genetics data has struggled to overcome the effects of false positive and false negative data. Computational methods are further constrained...
Published: 12/17/2024
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Inventor(s): Bassel Ghaddar, Subhajyoti De
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Cancer, Technology Classifications > Diagnostics, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms
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Leveraging On‐board UAV Motion Estimation for Lightweight Macroscopic Crowd Identification
Crowd motion detected by our invention (top) versus competing algorithm (bottom)
Invention Summary:
Crowds can often be difficult to monitor in real time due to limitations of current algorithms and processing power. Drones provide a bird’s eye view of crowds but lack the on-board processing power to provide real-time feedback.
Rutgers...
Published: 12/12/2024
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Inventor(s): Dario Pompili, Muhammad Khizar Anjum
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Telecommunications & Networking
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Tao: Microarchitecture Simulation with Machine Learning
Simulation accuracy comparison with the state-of-the-art.
Invention Summary:
Microarchitecture designers rely on simulators to validate, optimize, and manufacture hardware that meets specific design requirements. Out of the current simulators, executive-driven simulators are often slow and require a high level of expertise, trace-driven simulators...
Published: 10/21/2024
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Inventor(s): Hang Liu, Santosh Pandey
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
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Risk Stratification Integrating mHealth and Artificial Intelligence
Portable Ultrasound Equipment improves patient access at the point of care
Invention Summary:
Cardiovascular disease is the leading cause of death in the United States, resulting in more than 600,000 deaths. Over 28 million Americans are diagnosed with heart disease and contribute more than $30 billion in healthcare-related expenses. Many...
Published: 7/29/2024
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Inventor(s): Partho Sengupta, Naveena Yanamala
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Medical Imaging
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Synthetic Echocardiogram from ECG
Steps used to develop a machine learning model to extract heart features from electrocardiography results
Invention Summary:
Echocardiography (echo) uses high-frequency sound waves to create images of the heart and show its size, shape, and function. It is a valuable tool for detecting blood clots, tumors, structural defects, muscle performance,...
Published: 7/29/2024
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Inventor(s): Partho Sengupta, Naveena Yanamala
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
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Dynamic Flow Phantom for Cardiac Intervention Pre-Planning and Testing
A 3D Patient-Specific Anatomical Heart Model
Invention Summary:
Heart disease is the leading cause of death for both men and women in the United States. During the past 50 years, the landscape for heart disease has been changed by pharmacological advancements and device innovation. Routine preoperative imaging is necessary for optimal planning...
Published: 10/7/2024
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Inventor(s): Partho Sengupta
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
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Low-cost pipeline for assessing tissue remodeling and fibrosis using ultrasound
Cardiac Ultrasound Fingerprinting is an approach for high throughput extraction of myocardial features
Invention Summary:
Tissue characterization of myocardial pathology has been an area of intense research and development due to the rising incidence of cardiovascular conditions and the growing geriatric population globally. Although Cardiac Magnetic...
Published: 5/10/2024
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Inventor(s): Partho Sengupta
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Healthcare & Life Sciences
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Standardized Individual Pain Assessment Tool
A pipeline for utilizing facial, motor, and cardiac signals to measure an individual’s pain threshold
Invention Summary:
Self‐reporting of a person’s subjective level of pain is highly variable. This is due to individual differences in the way human beings experience pain. At present, no objective physiological scale of pain exists...
Published: 10/7/2024
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Inventor(s): Elizabeth Torres, Mona Elsayed
Keywords(s): Autism
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
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IntelliGenes: AI/ML pipeline for biomarker discovery and patient diagnosis
A pipeline combining classical statistics and machine learning algorithms is used to identify disease-associated biomarkers and predict disease risk
Invention Summary:
Gene Expression Analysis and Genome‐wide association studies provide an unprecedented understanding of the genetic basis of human disease by uncovering millions of loci...
Published: 7/2/2024
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Inventor(s): Zeeshan Ahmed
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Healthcare & Life Sciences
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