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SYNTHETIC DATA GENERATION WHILE PRESERVING OBSERVABLE AND MISSING DATA DISTRIBUTIONS
Model illustrating synthetic data generation
Invention Summary:
Developers and analysts often require large, accurately labeled datasets when training AI models, though it can be unrealistically time-consuming and expensive, and in many cases impossible due to privacy and confidentiality, to obtain real-world datasets. Algorithms...
Published: 3/12/2023
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Inventor(s): Jaideep Vaidya, Hafiz Asif, Xinyue Wang
Keywords(s):
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
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Tracking Facial Features Using Cluster of Point Distribution Models
Invention Summary:
There is a need to address automobile driver alertness and driver fatigue aiding towards safe driving solutions. There is also a demand for higher levels of security to combat any threats to safety of our homes or our nation.
Rutgers researchers have developed a technology for real-time tracking of facial feature shapes, and...
Published: 2/28/2023
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Inventor(s): Dimitris Metaxas, Atul Kanaujia
Keywords(s):
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Medical Imaging, Technology Classifications > Healthcare & Life Sciences
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MONITORING VITAL SIGNS OF MULTIPLE PERSONS VIA SINGLE PHASED-MIMO RADAR
BR and HR estimation by applying frequency analysis on the phase of mmWave signals
Invention Summary:
Existing real-time cardiovascular disease monitoring methods are mostly based on wearable solutions, such as finger pulse meters, smart watches, electro-cardiograms (ECGs). These methods are intrusive, costly, require direct contact with...
Published: 2/9/2023
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Inventor(s): Athina Petropulu, Zhaoyi Xu, Chung-Tse Wu
Keywords(s):
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Telecommunications & Networking
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Autonomic Cloud Federation
Invention Summary:
The integration of cloud service types/vendors is non-trivial and has many requirements for business applications. Although there is a proliferation of cloud offerings, it has been widely noted that “no single provider successfully addresses all segments of the market.”
Rutgers researchers have developed...
Published: 1/24/2023
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Inventor(s): Manish Parashar
Keywords(s):
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
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Mobile Health Diagnostic for Schizophrenia
Invention Summary:
Schizophrenia is a psychiatric disorder characterized by hallucinations, disorganized thought, delusions, and a decline in both mental and physical functioning. The disorder affects about 1% of the population. Early detection and treatment significantly improves patient response to treatment; and can prevent progression to full...
Published: 11/3/2022
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Inventor(s): Thomas Papathomas, Attila Farkas
Keywords(s): Mental Health, Neurological disorder & neuropathic pain
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Medical Devices, Technology Classifications > Software & Algorithms, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Diagnostics
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Image Processing for Light Mobile Ultrasound Devices
Invention Summary:
Ultrasound and other medical imaging devices generate images by scanning biological structures and/or tissues of patients. These images aid in the diagnosis of serious illnesses such as cancer. Issues such poor quality and clarity of scanned images or conditions associated with the patient during scans or skill of the...
Published: 10/8/2022
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Inventor(s):
Keywords(s):
Category(s): Technology Classifications, Technology Classifications > Software & Algorithms
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Collision-Free Dynamic Window Approach for Moving Obstacles
Invention Summary:
Collision avoidance systems are used in many applications like robots, electric wheelchairs, and autonomous vehicles for navigating around static obstacles. Dynamic window approach (DWA) is popular and known as a collision-free navigation algorithm for static obstacles, but it will often collide with moving obstacles...
Published: 8/29/2022
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Inventor(s): Zhimin Xi
Keywords(s): Robotics
Category(s): Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright
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Novel ChABC formulation with machine learning-guided automation
Invention Summary:
Spinal cord injury (SCI) leads to the formation of scar tissue. The scarring leads to the toughening of the extracellular matrix, or the cellular environment. One of the major concerns of SCI is the prevention of neuronal connection recovery, which can lead to paralysis or reduced control of the nervous system. For...
Published: 10/12/2022
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Inventor(s): Adam Gormley, Matthew Tamasi, Shashank Kosuri, Michael Webb, Carlos Borca, Roshan Patel
Keywords(s): Biomaterials, Polymers & Composites, Proteins, Spinal Cord
Category(s): Technology Classifications > Biomaterials, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Physical Sciences & Engineering, Technology Classifications > Polymers/Composites/Materials, Technology Classifications > Software & Algorithms, Technology Classifications > Therapeutics
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Correcting Flawed Photograph Effects in Captured Medical Images
Background:
Ultrasound and other medical imaging devices scan biological structures or tissues of a patient to aid in the diagnosis of serious illnesses such as cancer. Clarity and poor quality of scanned images due to conditions associated with the patient at time of image capture, or the skill of the technician capturing the scanned image can lead...
Published: 12/2/2022
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Inventor(s): Richard Mammone, Christine Podilchuk
Keywords(s): Digital Health, Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Diagnostics, Technology Classifications > Medical Imaging
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Correcting Image Distortion in Captured Medical Images
Background:
There are many instances where quick and easy interpretation of a medical images, such as an x-ray, CT scan, MRI or ultrasound is useful. In these instances, the digital transfer of medical images between systems, providers, or users is difficult and time consuming due to the lack of interoperability of software protocols between imaging...
Published: 12/2/2022
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Inventor(s): Richard Mammone, Christine Podilchuk
Keywords(s): Digital Health, Imaging
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Medical Imaging, Technology Classifications > Diagnostics
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