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Vaccine NLP
by Jo-Fai Chow March 14, 2022 H2O AI Cloud Healthcare

A population and public health NLP solution from H2O.ai Health Powered by NVIDIA GPUs and NVIDIA AI Social media platforms such as Twitter and Reddit have become invaluable tools for communication between individuals or groups and are widely used globally. As messages on these platforms can instantly be accessed by all users and remain on […]

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Expression Biomarker AI
by Jo-Fai Chow March 14, 2022 H2O AI Cloud Healthcare

A drug discovery AI solution from H2O.ai Health Powered by NVIDIA GPUs and NVIDIA AI In a healthy individual, each cell type has its own metabolic program, carrying out specific functions. This organization is disrupted in disease, either as a cause or a result of it, or both, and this disruption is reflected in the […]

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Gene Mutation AI and the Future of Cancer Research
by Jo-Fai Chow March 14, 2022 H2O AI Cloud Healthcare

A genomics AI solution from H2O.ai Health Powered by NVIDIA GPUs and NVIDIA AI Cancer is a multifactorial disease with exact causes we have only recently begun to understand. While inherited germline mutations are understood to create a genetic predisposition to the disease, stochastic accumulation of somatic mutations over a person’s lifespan is usually the […]

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Gene Mutation AI
by Jo-Fai Chow March 14, 2022 H2O AI Cloud Healthcare

A genomics AI solution from H2O.ai Health Powered by NVIDIA GPUs and NVIDIA AI As precision medicine becomes more widespread, both medical diagnosis and drug discovery are increasingly relying on and leveraging the individual’s genomic and phenotypic profiles. From the multiple types and subtypes of cancer to heart disease, to obesity or the immune response, […]

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Mission Impossible: Improving Patient Care Through Automated Document Processing
by Jo-Fai Chow February 3, 2022 Document AI H2O AI Cloud Healthcare

Don’t tell Bob Rogers’ team something can’t be done. When Rogers embarked on an ambitious project to automate the processing of the more than 1.4 million electronically faxed documents received annually by the Center for Digital Health Innovation at the University of California, San Francisco (UCSF CDHI), advisors and vendors initially told him the project […]

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Three Ways Data and AI is Helping Against COVID19
by Erika Kamholz April 1, 2020 AI4Good Data Science Healthcare Machine Learning

We are in the midst of a global crisis that epidemiologists have warned us about. As of today, 180 countries and sovereign regions have confirmed cases of patients infected with COVID19 (from here). Putting aside evidence that indicates the virulence of the disease could be much worse, the fast spread of the virus and the […]

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Modelling Currently Infected Cases of COVID-19 Using H2O Driverless AI
by Erika Kamholz March 30, 2020 AI4Good Explainable AI GLM H2O Driverless AI Healthcare Machine Learning Machine Learning Interpretability Responsible AI Technical Time Series

In response to the wake of the pandemic called COVID-19, H2O.ai organized a panel discussion to cover AI in healthcare, and some best practices to put in place in order to achieve better outcomes. The attendees had many questions that we did not have the time to cover thoroughly throughout the course of that 1-hour […]

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Igniting the AI in Healthcare Community
by Patrick Moran March 28, 2020 AI4Good Community Data Science Healthcare

Yesterday we held our first Community Discussion on AI in Healthcare. Our CEO and founder, Sri Ambati led the discussion between Niki Athanasiadou, Marios Michailidis, one of our Grandmasters, and myself. We had nearly 1,300 participants registered from over 45 countries, and over half of those joined live others are viewing the replay. Many were […]

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COVID-19: Doing Good with Data + AI
by Erika Kamholz March 26, 2020 AI4Good Data Science Healthcare Machine Learning Time Series

During times of severe societal strain, individuals have historically shown an inclination to offer aid and assistance. Often these sacrifices have been at great cost to life or livelihood. In other cases, the efforts have been seemingly more mundane but nevertheless still essential. The efforts of the over 10,000 women code breakers of World War […]

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Patient Healthcare
How H2O.ai is Reinventing Healthcare with AI
by Saurabh Kumar March 23, 2020 AI4Good Data Science Healthcare

H2O.ai is hosting a virtual Meetup on AI and Healthcare: Best Practices for Better Outcomes. Join us on 26th March, for a community discussion to collaborate with us and leading healthcare organizations to share ideas and best practices including predicting hospital staffing needs, ICU transfers, as well as sepsis detection and more. Register for the […]

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