We developed an AI model for detection of ultrasound image adequacy and positivity for FAST exam (Focused Assessment with Sonography in Trauma [1]). The results are accepted for publication in Journal of Trauma and Acute Care Surgery. We deployed the model (based on Densenet-121 [2]) on an edge device (Nvidia…
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,…
Library support for Philips iSyntax format
The Philips iSyntax format is not directly supported by common open source digital pathology libraries. Currently, in order to use iSyntax files outside of the Philips environment one must either use the iSyntax SDK or convert iSyntax files to a supported format such as TIFF. The iSyntax SDK Terms &…
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…
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…
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…
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…
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…
Edge-enabled Distributed Network Measurement
Abstract: In the area of network monitoring and measurement a number of good tools are already available. However, most mature tools do not account for changes in network management brought about through Software Defined Networking (SDN). New tools developed to address the SDN paradigm often lack both observation scope and…