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open-source, low-cost ventilator
CSAIL article

It can be hard to keep track of all the numbers, statistics, and charts swirling around the internet -- we’re inundated with information that can be rapidly disseminated and dissected. To carve through some of the sludge, here’s a selected highlight of recent computer science related efforts to fight COVID-19. 

Sam Madden
Faculty Co-Director, SystemsThatLearn@CSAIL
Professor, MIT EECS
Big Data
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PatternEx human-machine collaboration
MIT news article

MIT startup PatternEx starts with the assumption that algorithms can’t protect a system on their own. The company has developed a closed loop approach whereby machine-learning models flag possible attacks and human experts provide feedback. The feedback is then incorporated into the models, improving their ability to flag only the activity analysts care about in the future.