Clinicians often produce large amounts of data, from patient metrics to drug component analysis. Classical statistical analysis can provide a peek into data interactions, but in many cases, machine learning can provide additional insight into new features. Recently, with the boom of new artificial intelligence models, these clinicians are more…
SmartState: A Protocol-Driven Human Interface
This project leverages recent advancements in conversational artificial intelligence (AI), speech-to-text, natural language understanding (NLU)[1], and finite-state machines to automate protocols, specifically in research settings. This application must be generalized, fully customizable, and irrespective of any research study. These parameters allow new research protocols to be created quickly once envisioned.…
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…
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…
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…
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…
Genomics Processing System
https://github.com/ResearchWorx/Cresco-GObjectIngestion-Plugin
Hepatitis A Predictor
Link to Hepatitis A Predictor
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,…
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…