In 2021, our team started development of a LoRaWAN network (see link) to cover the University of Kentucky campus/hospital and most, if not all, of Lexington (see link). This project is still active as we continue to develop new applications, but creating infrastructure to support this network has become a…
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.…
ReConnect
A project in collaboration with the Healthier Futures Lab (HealthFuL) Cigarette smoking remains the number one cause of preventable morbidity and mortality in the U.S.. developing novel, efficacious smoking cessation interventions that are accessible, scalable, and sustainable to smokers, especially among vulnerable populations (e.g., low SES), will make a significant…
RAM: Remote Alcohol Monitoring
A project in collaboration with the Healthier Futures Lab (HealthFuL) Contingency management is a highly efficacious treatment that can reduce drug and alcohol use. In contingency management treatments, tangible rewards (e.g., money, privileges, or prizes) are provided contingent upon verified abstinence from the target substance. Among adults with alcohol…
Distributed Pharmaceutical Supply Management Using Hyperledger Fabric
Blockchain technology is a still emerging field that is seeing increased usage beyond its conception in decentralized banking. One field where that poses a unique challenge for blockchain adoption is healthcare, where data security of Protected Health Information (PHI) is of utmost importance. [caption id="" align="aligncenter" width="2031"] https://www.slalom.com/insights/how-blockchain-will-disrupt-your-industry[/caption] This project,…
Blockchain Applications for Healthcare Communications
Abstract- As a relatively new technology, Blockchain’s applications are still being explored in many fields. Its usage for the secure storage of data makes it an ideal candidate to update the modern healthcare communication system. Currently, hospitals in the United States have no good way to securely communicate important patient…
CARE-KY: Community Asset Registry for the Empowerment of Kentucky
Community Asset Registry for the Empowerment of Kentucky (CARE-KY) provides a repository of free or reduced-cost programs that can help to meet residents' needs with things like food, housing, transportation, utilities, family and community support, and personal safety. CARE-KY was developed in collaboration with the Kentucky Consortium for Accountable Health…
Running Simulations on the Cloud for Reinforcement Learning
For patients visiting a large hospital system for the first time it can be overwhelming to figure out where you need to go, or to even find someone who can point you in the right direction. Employees in the hospital have similar struggles when moving samples from one building to…
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…
Regional Networking
All public universities in the state of Kentucky are connected to the Kentucky Regional Optical Network (KyRON). This research network provides connectivity between institutions, shared regional data centers, and Internet2 services. Peer institutions are connected to KyRON at a minimum of 10Gb and as high as 100Gb connections. KyRON connectivity…