Enabling a 6X Increase in COVID-19 Testing Efficiency
As part of Neura’s newest offering, VisuScore fuse the platforms behavioral intelligence insights with pandemic data to create a risk score. The score is employed by HMOs and labs to grade the probability of a positive or negative result on a four level scale ranging from “highest probability” to “lowest probability.
Three out of four models did not assign batches with even a single positive test to its lowest probability classification and the fourth assigned only a single positive test. These results point to Neura’s human behavior driven based testing approach playing a pivotal role in breaking infectious chains faster, and potentially saving millions of dollars by reducing the number of tests required.
Since the FDA's approval of pool testing, governments and countries have begun to adopt this testing method as a way to control the spread of COVID-19. Neura’s solution is a significant leap forward in the deployment of behavioral-intelligence tech in dealing with the pandemic, crucial to government efforts in controlling further outbreaks.
In Neura’s study with HY Laboratories, Neura’s ViruScore predicted the correct outcome of tests with 98% accuracy out of a population of 1,000 tests.
Effectively, Neura was able to create a population sample with 2% positive infection rate, creating an optimal environment for pool testing enabling the HMO to increase testing capacity by 6X.
Predictive AnalyticsBehavior intelligence to identify new COVID-19 eruption zones and safe areas.
Population Infection DensityIdentify virus saturation to determine pool testing scoring.
High-Risk IndicatorDetect highest risks using Super and Social Spreader insights.
Public SafetyUncover low infection rate saturation in order to increase pool testing.
Detect & RespondControl COVID-19 outbreaks by identifying the rapid spread of the virus.
Cost EffectiveIncrease the number of individuals that can be tested per kit while maintaining result accuracy.
Retail Business Case Study
Restart the economy safely while ensuring proper COVID-19 risk mitigation measures are in place.
Neura deployed a real-time economy restart insights platform, including micro-segmentations in order to stay in compliance with changing guidelines. We equip businesses with predictive analytics and visibility into areas, businesses, and populations with risk of future outbreaks.
Data-driven decision making for controlled business reopening as well as information for social distancing compliance according to geographies in order to communicate reliable and critical information to populations.Read More >
Municipality Case Study
Our social distancing index was used as a predictor of COVID-19 outbreaks.
Neura deployed a system to help the government predict cities with an increased risk of COVID-19 outbreaks, providing a social-distancing index that has taken into account millions of anonymized data points building a behavioral model of population density and migrations.
During the peak of COVID-19, a high correlation was proven between Neura's index and the percentage of COVID-19 cases in 3 distinct cities. The scores were shared with health authorities enabling data driven COVID-19 policy decisions.Read More >
Health Organization Case Study
Enabled one of the world's largest HMO's to effectively deploy COVID-19 screening tests.
Neura's technology generated metrics such as social distancing index, human encounter rates, personal mobility patterns and behavioral segmentation, Neura was able to accurately map and calculate the infection rate potential for members of the Health Maintenance Organization.
Through the merging of our machine learning behavioral segmentation with the HMO's epidemiological data base, our client was able to optimally utilize scarce screening tests on patients where it would be most impactful.Read More >