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OBD (On-board diagnostics) for Indian Motorcycles


OBD (On-board diagnostics) for Indian Motorcycles
After picking up a BS6 Motorcycle I myself have been forced to adapt to the ways of the EFI people and one of their ritualistic practices is hooking up a OBD reader to their Motorcycles.
Now an OBD Reader needn t need an introduction as it s fairly common these days but an issue us motorcyclists are familiar with is that we do not have the Luxury Car owners get to have by directly plugging a sensor into their ports as most if not all motorcycles come with a variation of smaller connectors that usually need an adapter to be bought or made. ....

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Amazon gets EUA for direct-to-consumer, at-home COVID-19 test


Dive Brief:
Amazon has received emergency use authorization from FDA for a direct-to-consumer kit for at-home, unsupervised self-collection of COVID-19 samples.
The tech giant first landed an EUA for its Amazon Real-Time RT-PCR Test for Detecting SARS-CoV-2 in March. In later filings, Amazon subsidiary STS Lab Holdco secured clearance for self-collection and a second EUA for a DTC product.
Amazon established laboratories in Kentucky and the U.K. to process COVID-19 tests for employees that could serve as a launchpad for entering the wider diagnostics market.
Dive Insight:
Amazon has been edging into healthcare for years, acquiring online pharmacy PillPack in 2018 before disclosing its on-demand healthcare service earlier this year. As COVID-19 spread, Amazon initiated an in-house COVID-19 testing service for employees, initially in the U.S. and later in the U.K. The site in the U.K. has now reportedly processed 900,000 samples. ....

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Medical AI models rely on 'shortcuts' that could lead to misdiagnosis of COVID-19


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Artificial intelligence promises to be a powerful tool for improving the speed and accuracy of medical decision-making to improve patient outcomes. From diagnosing disease, to personalizing treatment, to predicting complications from surgery, AI could become as integral to patient care in the future as imaging and laboratory tests are today.
But as University of Washington researchers discovered, AI models like humans have a tendency to look for shortcuts. In the case of AI-assisted disease detection, these shortcuts could lead to diagnostic errors if deployed in clinical settings.
In a new paper published May 31 in
Nature Machine Intelligence, UW researchers examined multiple models recently put forward as potential tools for accurately detecting COVID-19 from chest radiography, otherwise known as chest X-rays. The team found that, rather than learning genuine medical pathology, these models rely instead on shortcut learning to draw spurious associat ....

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