Survey of Machine Learning Techniques To Predict Heartbeat Arrhythmias

Survey of Machine Learning Techniques To Predict Heartbeat Arrhythmias

Abstract - Many works in biomedical computer science research use machine learning techniques to give accurate results. However, these techniques may not be feasible for real-time analysis of data pulled from live hospital feeds. In this project, different machine learning techniques are compared from various sources to find one that…

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UK Digital Twin Environment to Transport Clinical Specimens using AI

UK Digital Twin Environment to Transport Clinical Specimens using AI

Introduction: The Institute for Biomedical Informatics is always looking for ways to improve the efficiency of our hospital system. One way to do this is through the transportation of clinical specimens from Chandler Hospital to Shriner's Hospital and Good Samaritan Hospital using AI pathfinding and collision avoidance. By training a…

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Using NVIDIA Speech AI and Rasa to Create a Multi-Use Chatbot

Using NVIDIA Speech AI and Rasa to Create a Multi-Use Chatbot

Introduction: An issue for our healthcare facilities as well as many others around the country is better understanding the needs of patients. If a patient has experienced a form of trauma, talking to a doctor face-to-face may be difficult. This is where the NVIDIA Omniverse can help doctors extract vital…

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Creation of a Distributed LoRaWAN Network to Cover the UK Campus

Creation of a Distributed LoRaWAN Network to Cover the UK Campus

Abstract - Long Range Wide Area Network (LoRaWAN) is an emerging technology that uses low-cost, low-energy intermediate gateways between a central network and end devices. Starting in 2009, LoRaWAN has gained popularity and has been deployed in many environments including agriculture, healthcare, and cities. With the tremendous amount of data…

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Agent-based Laboratory Instrumentation and Data Integration

Agent-based Laboratory Instrumentation and Data Integration

A growing number of devices are used in clinical laboratories resulting in an increase in data volume and diversity. Many devices that find their way to clinical laboratories originate in areas of basic science and lack both device instrumentation and supporting software integrations to be used in clinical settings. In…

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Medical Image Annotation and Curation Platform (MiACp)

Medical Image Annotation and Curation Platform Imaging has been used in medicine for decades, most notably in the areas of ophthalmology, dermatology, and radiology. In recent years high-resolution scanners have been developed and the field of digital pathology has emerged. The convergence of both high-quality image data, across medical domains,…

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Genomic Pipeline Management System (GPMS)

Genomics Processing at University of Kentucky Healthcare With the recent development of next-generation sequencing (NGS,) more institutions are looking to leverage genomic sequencing for both academic research purposes as well as clinical cancer diagnostic assistance. In clinical applications, this can take the form of pipelines which translate some or all…

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High-Performance Storage

High-Performance Storage Research Several of us in the lab have been working with various distributed storage vendors (Dell EMC, IBM, DDN, etc.) and clustered filesystems for many years. In the area of high-performance computing (HPC) Lustre, Spectrum Scale (GPFS), and BeeGFS are very popular. Traditional HPC filesystems are very mature…

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