Scientific Validation
Know Labs is advancing the testing of Bio-RFID, progressing on the path to FDA submission for clearance as a medical-grade device. As we prioritize external validation of our technology and transparency in our progress, we are continuously adding to a growing body of evidence.
Technical Feasibility Clinical Study
May 5, 2023
A study titled, “Technical Feasibility of a Novel Sensor for Non-Invasive Blood Glucose Monitoring Compared to Dexcom G6®,” demonstrates that the Bio-RFID sensor can deliver stable, repeatable results in predicting blood glucose concentrations using the Dexcom G6® as a reference device. Results were presented at
American Association of Clinical Endocrinology (AACE) 2023 Annual Meeting.
Poster
Abstract
Proof of Principle Study in Collaboration with Mayo Clinic
April 21, 2023
A study titled, “Detecting Unique Analyte-Specific Radio Frequency Spectral Responses in Liquid Solutions – Implications for Non-Invasive Physiologic Monitoring,” was conducted in collaboration with Mayo Clinic and demonstrates the accuracy of Know Labs’ non-invasive Bio-RFID technology in quantifying different analytes in vitro. Results were presented at the
American Physiological Society 2023 Summit.
Poster
Abstract
Proof of Concept Clinical Study
February 28, 2023
This technical report titled, "Non-Invasive Blood Glucose Monitoring: A Validation of a Novel Sensor Compared to a Dexcom G6®," presents proof of concept for a new method to quantify blood glucose levels (BGL) in vivo non-invasively using RF methods by means of training a model to predict readings of the Dexcom G6®, as a proxy for BGL. The method uses a new type of sensing device that rapidly scans a wide band of RF frequencies. The report outlines data science techniques used to train a neural network model to make predictions, and includes metrics of model success and future directions of this work. Results were peer-reviewed by Know Labs Scientific advisory board.