Another interesting thing Denso were involved with last year was the development of a COVID bio-sensor. It's a semiconductor sensor which aims to determine the virus infectivity. There's no mention of AI / machine learning but there may be room for that in the future especially given the ties Denso have with Brainchip. Brainchip have said there's a lot of untapped potential in the medical space so it will be interesting to see how it plays it.

Pure speculation, DYOR

https://www.denso.com/global/en/news/newsroom/2021/20211021-g01/

Universities and DENSO Develop Biosensor to Detect SARS-CoV-2 and Accelerate Development for practical application

— Collaboration results in simple, highly sensitive biotechnology and semiconductor technology that detects virus

Tokai University, Toyohashi University of Technology, Chubu University, and DENSO Corporation have been developing testing equipment to detect SARS-CoV-2 with support from the Japan Agency for Medical Research and Development (AMED)^*1. Universities and DENSO announced today that the group has succeeded in developing a biosensor based on a new mechanism and detecting SARS-CoV-2. The group will accelerate the development toward practical application to contribute to early diagnosis of infectious diseases, which is a key factor in limiting virus’ spread.

To prevent the medical system from being overwhelmed due to viral infectious diseases, it is essential to prevent the spread of viruses by early diagnosis and isolation. At present, PCR tests^*2 and antigen tests^*3 are used for the diagnosis of SARS-CoV-2. However, these tests cannot evaluate “virus infectivity,” which indicates the power of the detected virus to infect. PCR tests are characterized by its high virus detection sensitivity, but effort of sample pretreatment process imposes a high workload on medical professionals. Meanwhile, antigen tests are simple, but the detection accuracy varies. There has been growing demand for a high-sensitivity and simple detection method to evaluate viral infectiousness.

The universities and DENSO have been developing a biosensor for clinical testing equipment to enable high sensitive and quick quantitative detection of viral infectivity. Unlike PCR tests and antigen tests, the biosensor detects the spike protein^*4 on the virus surface, which triggers infection, by using a semiconductor sensor and aptamer.^*5 The group has succeeded in developing highly sensitive detection of SARS-CoV-2 with high sensitivity by using this technique for the first time in the world.^*6

The semiconductor sensor can quantitatively measure the viral load by using electrical signals. Thus, it is expected to be used to determine the status of infection and confirm the efficacy of treatment with high accuracy. An aptamer is small in size and binds selectively to various types of protein. It is also easy to design and can be mass-produced quickly, and so the aptamers can be used to detect unknown viruses.

The goal of the development of the biosensor by the universities and DENSO is to determine the infectivity of SARS-CoV-2 and offer novel tests which have virus detection sensitivity equivalent to that of PCR tests and which is as simple as antigen tests. The group will enhance the basic technology and accelerate the development toward practical application.

The universities and DENSO remain committed to preventing the spread of SARS-CoV-2 infection by harnessing the technologies that have been refined through the project.