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A Transformer-Based Diffusion Probabilistic Model for Vital Signs Forecasting
The model proposed in this technology, Transformer-based Diffusion Probabilistic Model for Sparse Time Series Forecasting (TDSTF), is a novel deep-learning algorithm that can be used for vital signs forecasting, data synthesis, simulation, and digital twins. Trained and tested on data from over 46,000 patients, the TDSTF technology merges transformer...
Published: 5/2/2024
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Inventor(s): Ao Li, Ping Chang, Huayu Li, Janet Roveda
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Web & Internet
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MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features
Medical Time Series Representation Learning, known as MTS-LOF, uses the strengths of contrastive learning and Masked Autoencoder (MAE) methods, providing more sophisticated, context-rich representations, while also clarifying the interplay between temporal and structural dependencies in healthcare data. MTS-LOF is ideal for integration into numerous...
Published: 5/2/2024
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Inventor(s): Ao Li, Huayu Li, Ana Carreon-Rascon
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Web & Internet, Technology Classifications > Software & Information Technology > Health IT
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ARTHUR (Autonomous Remote Telesurgery for Healing in Underserved Regions)
This invention introduces the ability to perform laser-based wound debridement remotely using computer vision and AI. The invention pioneers the remote execution of such procedures, offering a glimpse into a future where medical interventions can be conducted from a distance, potentially revolutionizing healthcare accessibility and efficiency. This...
Published: 4/8/2024
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Inventor(s): Geoffrey Gurtner
Keywords(s):
Category(s): Technology Classifications > Life Sciences > Biologics, Technology Classifications > Healthcare Portfolios > Diabetes, Metabolism, Endocrinology & Obesity, Technology Classifications > Healthcare Portfolios > Dermatology, Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Mobile Application, Technology Classifications > Software & Information Technology > Human Machine Interface
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Deep Learning Algorithm for Detection of Cortical Arousal During Sleep
This invention is an end-to-end deep learning algorithm to detect cortical arousals during sleep using a one-night single lead electrocardiogram (ECG) signal. It is used to accurately detect arousal in home sleep tests, by reducing the false negative rate. The model combines both convolutional neural networks (CNN) and recurrent neural networks (RNN).
Background:
Sleep...
Published: 3/28/2024
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Inventor(s): Ao Li, Siteng Chen, Stuart Quan, Linda Powers, Janet Roveda
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Sleep Disorders, Technology Classifications > Software & Information Technology > Health IT
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Machine Learning Protocol to Improve Clinical Diagnosis, Prognosis and Disease Subtyping for Spectrum Disorders
This innovation is a proposed machine learning-based software designed to improve diagnosis, prognosis, and clinical management of rare diseases, a category encompassing over 10,000 conditions with new additions each year. Currently, the field grapples with a scarcity of effective solutions, with only 5% of rare diseases having established therapeutic...
Published: 1/10/2024
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Inventor(s): Michael Hammer, Joshua Hack, Joseph Watkins
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology
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A Resistive Breathing Circuit for use in Lowering Blood Pressure
This invention is a training application for breath training devices that guides the user through a five minute/day exercise regimen shown to lower peripheral vascular resistance and in turn, blood pressure. The simplicity and effectiveness offered by the daily sessions make this tool a practical solution for those aiming to manage their blood pressure...
Published: 1/24/2024
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Inventor(s): E. Fiona Bailey
Keywords(s):
Category(s): Technology Classifications > Medical Devices > Therapeutic, Technology Classifications > Software & Information Technology > Health IT
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TROVE: A Translational Resource for Omics-Based Validation of Expression Datasets
Translational Resource for Omics-Based Validation of Expression (TROVE) is a solution-oriented query-able disease database that integrates various -omic data from animals and humans, reflective of the One Health paradigm. The innovation is focused on dataset integration and identification, to immediately provide targeted solutions for identified infection/immunity...
Published: 7/24/2023
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Inventor(s): Gayatri Vedantam, Virinchipuram Viswanathan, Bryan Roxas
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Bioinformatics, Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology, Technology Classifications > Life Sciences > Biomarkers, Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Life Sciences > Vaccines
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Virtual Reality Neuropsychological Assessment (VRNA) System
This technology is a computerized neuropsychological assessment system to rapidly measure cognitive and behavioral abilities and impairments. This system operates by extracting multiple, simultaneous performance metrics while the patient is in a virtual reality (VR) game-like scenario. As the patient is playing this challenging VR video game, the VRNA...
Published: 8/9/2023
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Inventor(s): William Killgore, Janet Roveda, Jerzy Rozenblit, Ao Li, Huayu Li
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Physical Medicine & Rehabilitation, Technology Classifications > Medical Devices > Diagnostic, Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Mobile Application, Technology Classifications > Software & Information Technology > Bioinformatics, Technology Classifications > Software & Information Technology
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Use of an Individual's Own Neural Network-Based Text To Speech Voice in Patients without Vocal Capacity Due to ALS and Other Conditions
This invention is a software system that helps generate a natural sounding synthetic voice from a small amount of audio files. The audio files can be from an individual’s own voice so that when their speech becomes later impaired, their same voice can still be generated.
Background:
Currently, there is technology available that is able to...
Published: 7/24/2023
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Inventor(s): Kevin Gaffney
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Human Machine Interface
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Decision Support Logic for Long QT
This technology is a clinical decision support system that can help to increase the awareness of the appropriate physician. This innovation can swiftly evaluate whether a patient’s heart rate is beating at an arrhythmic interval. This new clinical decision support system will be able to diminish the risk of sudden death due to inpatient cardiac...
Published: 4/3/2023
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Inventor(s): Steven Curry, Craig Heise, Tyler Gallo, Corneliu Antonescu
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Infectious Diseases, Technology Classifications > Healthcare Portfolios > Health Education, Medical Training and Operations, Technology Classifications > Software & Information Technology > Databases & Data Mining, Technology Classifications > Software & Information Technology > Health IT
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