Big Data

More data is being generated than can be analysed - but enough of it is being studied to spot patterns in behaviour and genes to speed up drug discovery and development.

Though the data scientists need to make sure they feed in the right data. For example, in a study designed to detect hip fractures, it turned out the AI was using the patient's age and particularly the imaging device model to make its prediction. This worked because portable scanners are only used then the patient is too immobile to get to a hospital - and this limitation turned out to be a bigger indicator than any details on the image itself.

Resources

Company Berg Health - AI-powered biotechnology company.

Company Apixio - Healthcare AI technology platform.

Company NextIT - Intelligent virtual assistants (IVAs) and enterprise chatbots.

Company AiCure - AI and advanced data analytics company that monitors patient behavior.

Company Lumiata - Innovative AI company in the healthcare space.

Company Lark - AI-based digital care platform that helps members better manage their costliest chronic conditions.

Institute German Research Centre for Artificial Intelligence (DFKI) - Nonprofit contract research institute for software technology based on artificial intelligence methods.

Company Ao Air - Respiratory protection with a better form of mask.

Company NetraMark Corp - Combines proprietary QML/ML algorithms with cross-domain expertise to bring ML commercialization into reality.

Company BIOS Health - BIOS is developing a full-stack neural interface platform.

More Big Data resources

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Made possible by Calico's research expertise and Google AI's machine learning tech

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