Title : Nanotechnologies and artificial neural networks for global rapid low-cost detection of any respiratory infections
Abstract:
The presentation shows ways to ensure express, precise and inexpensive detection of all known respiratory infections in every passenger in multimillion flows not slowing them down. 3× enhanced Rapid Parallel Search (RPS) technology for identifying sick and asymptomatic virus carriers is more feasible to immediate monitor every air traveler at international airports. Accelerated RPS technology suitable for checking the entire passenger traffic of the biggest airline hub in the world by 71 apparatuses located at each registration line without delay. About 233 RPS complexes are enough for daily screening a million citizens in in big town for hundreds of biological threats at the same time and allow to keep mass sports and culture events open by screening all spectators at the entrance. RPS uses a combination of time proved methods such as Scanning Electron Microscope (SEM) and a 99.999% human error-free identification algorithm similar to "Face ID" from “Apple Inc.”. The updated RPS uses Artificial Neural Networks (ANN) that process nano and subnano photos via the online cloud. The use of ANN located in the online cloud, rather than local ANN, makes RPS more reliable and faster. High-contrast subnano images of objects for better recognition and comparison obtained using the built-in SEM intelligent image processor system with linear alignment and averaging hundreds of frames fill the 3D Multi Angle Dataset (MAD). This reliable, quick, comparatively cheap and reagent-free key makes real-time worldwide digital biosurveillance systems and early ultra-express identification of any airborne infections possible by saliva test. Global update of network RPS machines for simultaneously detecting a new viruses and microorganisms will take several minutes to downloading new MAD from the Internet. The enhanced RPS uses a synchronized reload sequence, accelerated prescan operations, and is optimized for ultra-fast identification of all airborne, salivary infections and stopping their spread at any stage.
Audience Take Away Notes:
- The audience will learn how nanotechnologies make it possible to massively protect mankind against any known respiratory infections
- The RPS offers a reliable, quick, without reagent, comparatively cheap key to real-time international bio surveillance providing early, ultra-express identification of all airborne, salivary infections and stopping their spread at any stage, which will help the audience in their job
- The results of this study can be used by other educators to expand their research and teaching in the field of nanotechnology applications in medicine
- Proposed solution allows in big town to keep mass sports and culture events alive by screening all spectators at the entrance and could simplify or make a designer’s job more efficient
- RPS is making global digital health systems available for real-time biosurveillance
- The presentation shows how a synchronized reboot sequence, accelerated prescan operations, and global ANN can significantly improve the performance of biothreat testing
