Skip to main content

CovidDeep, A Rapid Screening App

 

NeuTigers Launches CovidDeep, A Rapid Screening App Using Wearable Sensor Data to Detect COVID-19 Infection

Using edge AI and wearable biosensors, an app detects COVID within two minutes—even in asymptomatic patients.



 CovidDeep an app from Brooklyn-based NeuTigers is powered by deep neural networks that identify patterns within sensor readings taken by wearable devices. It was developed at an Italian hospital during some of the worst days of the pandemic. CovidDeep provides rapid, real-time screening - so individuals can self-quarantine sooner, get treatment faster, and the world can get back to work and restart the economy. Now, it is launched for businesses who want to rapidly screen residents or employees, such as healthcare workers.

In early March 2020, the NeuTigers team began adapting their StarDeep health platform (an AI system under development to detect diabetes) to screen for COVID-19. The platform relies on ultra-efficient AI algorithms that run directly on small devices, such as smartphones or watches.

This technique, called edge AI, allows a person’s private health data to remain on their device, rather than being sent to the cloud, a practice that some apps and AI applications have faced criticism for.

The team achieved an accuracy of up to 98.1% in testing with real and synthetic datasets, as outlined in a preprint paper published on arXiv and currently under peer review at a leading journal. Now, with data from over 500 people, the CovidDeep app takes 2 minutes to complete and is 90%+ accurate at predicting the presence of COVID-19 infection, according to a company press release this week.

CovidDeep- How it works:

To use CovidDeep, a user answers a short health history and symptom questionnaire on the app and inputs health sensor data. Currently, some of the data comes from an Empatica wristband: galvanic skin response, skin temperature, and inter-beat interval, the time between heartbeats. The rest is recorded by other off-the-shelf devices: blood pressure is measured with a blood pressure monitor, and blood oxygen saturation levels taken with a pulse oximeter.

 




Dr. Adel Laoui, CEO and Founder of NeuTigers.

Combatting COVID – Today and Tomorrow :

"CovidDeep has been developed as a rapid screening tool to help businesses such as hospitality venues maintain a COVID-19 safe environment," says Dr. Adel Laoui, CEO and Founder of NeuTigers.

The application is currently being sold to businesses and is not directly available to consumers. Laoui says the company will continue to adapt it for other health wearables, such as smart watches made by Fitbit and Apple. In the future, NeuTigers plans to apply the StarDeep platform to the detection of depression, Alzheimer’s disease and more.

Smart device-based tools have been touted as one of the best possible ways to quickly screen large populations for COVID and other infections. A recent popular avenue has been smartphone-based apps that detect COVID in the sound of a cough.

If a person receives a positive result on any such app, they should see a healthcare professional to follow up with diagnostic testing.

“Whether helping frontline healthcare workers, employers keeping the workplace safe, assisting airlines in reestablishing consumer confidence in travel, helping students to stay in schools, or providing fast access to sporting and entertainment venues, the applications of CovidDeep are endless,” added Laoui.

Comments

Post a Comment

Popular posts from this blog

Pegasus Spyware: Flying Through The Air

 Hundreds of millions of people can't imagine life without their smartphones. Almost every aspect of their daily lives, from the most mundane to the most intimate, is within easy reach and hearing distance of their smartphones. Only few people realize that their phones may be used as surveillance devices, with someone hundreds of miles away secretly extracting their messages, photographs, and location while also activating their microphone and recording them in real time. Such capabilities are present in Pegasus, a spyware produced by NSO Group, an Israeli maker of mass surveillance weapons. What is Pegasus? Pegasus is a hacking software – or spyware – that is developed, marketed and licensed to governments around the world by the Israeli company NSO Group. It has the capability to infect billions of phones using either iOS or Android operating systems. The spyware is named after Pegasus, the white winged horse from Greek mythology. It is named so because it "flies through the...
Post a Comment
Read more

Difference Between Analysts and Statisticians

DIFFERENCE BETWEEN ANALYSTS AND STATISTICIANS In today’s digital landscape, data has become one of the biggest and most important assets for almost all organizations. Data can be fetched from anywhere and it’s actually transforming the way we live. Statistics and analytics are two branches of data science. Analysts specialize in exploring what’s in your data, statisticians focus more on inferring what’s beyond it. Let’s have a look at basic analytics? Try googling the weather. Whenever you use a search engine, you’re doing basic analytics. You’re pulling up weather data and looking at it. What expert analysts do? They’re all about taking a huge unexplored dataset and mining it for inspiration. Analysts are lightning-fast coders who can surf vast datasets quickly, they are data storytellers. Their mandate is to summarize interesting facts and to use data for inspiration. In some organizations those facts and that inspiration become input for human deci...
Post a Comment
Read more

HOW TO SEE INCOGNITO HISTORY AND DELETE IT

We have heard about private or incognito browsing. It’s the mode that doesn’t store anything in history. While it does store cookies, but are deleted after the session is exited. This mode is known as Incognito browsing in Google Chrome, Private Browsing in Mozilla Firefox, and InPrivate Browsing in Internet Explorer. Whatever we may want to call it, the mode works the same in all browsers. However, sometimes we might want to go back to a page that you previously opened. The question is – can you check your incognito history? Problem is, there is no easy way to go back to that page. So all are search queries we saw is effectively lost. Unless you can Google it up and it shows again. But if it’s not there on the first page of Google, it’s gone forever. But we can still get to know about the websites that have been browsed under the incognito mode. Yes, the private browsing mode has a loophole. You can see the browsing history of someone using incognito mode but only if you h...
Post a Comment
Read more