Posts Tagged ‘Watson’

4 Open Source Machine Learning Projects

deepdiveSerdar Yegulalp of InfoWorld recently wrote, “Over the last year, as part of the new enterprise services that IBM has been pushing on its reinvention, Watson has become less of a “Jeopardy”-winning gimmick and more of a tool. It also remains IBM’s proprietary creation. What are the chances, then, of creating a natural-language machine learning system on the order of Watson, albeit with open source components? To some degree, this has already happened — in part because Watson itself was built in top of existing open source work, and others have been developing similar systems in parallel to Watson. Here’s a look at four such projects.” Read more

Cognitive Computing and Humanity

watsonThe Wharton School of Business recently wrote, “Knowledge@Wharton spoke with Brad Becker, chief design officer for IBM Watson, about current and future applications of cognitive computing and how he hopes to make computers ‘more humane.’ An edited version of the conversation follows.” Asked how his background in user experience design affects his role in the Watson project, Becker commented, “[It’s based on] the idea that technology should work for people, not the other way around. For a long time, people have worked to better understand technology. Watson is technology that works to understand us. It’s more humane, it’s helpful to humans, it speaks our language, it can deal with ambiguity, it can create hypotheses, it can learn from us. And, of course, since it’s a computer, it can scale as much as needed and has recall far beyond what humans have.” Read more

How Health Startups are Using Big, Open Data

2837123918_f7308483d1_zJoel Gurin of Information Week recently wrote, “Watson‘s venture into healthcare is part of a new movement to data-driven medicine. The federal government has recently released large amounts of data from the Centers for Medicare and Medicaid Services and the Food and Drug Administration, among other agencies. At the same time, several other trends — the use of electronic medical records, an explosion of data about the human genome, and advances in data analysis — have given us the potential for a revolution in healthcare. We can look forward to more data-driven diagnostics, treatment plans, and predictive analytics to determine the best treatments more scientifically.” Read more

IBM Watson Group Invests in Pathway Genomics to Personalize Consumer Health

watsonThe Watson-powered Pathway Panorama mobile app will answer wellness related questions based on user’s genetics and devices

NEW YORK & SAN DIEGO, CA – 12 Nov 2014: Cognitive apps are in market today and continue to change the way professionals and consumers make decisions. To help accelerate this transformation, the IBM Watson Group announced an investment in Pathway Genomics Corporation, a clinical laboratory that offers genetic testing services globally, to help deliver the first-ever cognitive consumer-facing app based on genetics from a user’s personal makeup. Read more

IBM Launches Watson Explorer for Better Business Analytics

watsonDaniel Gutierrez of Inside Big Data reports, “IBM has announced the availability of a cognitive-infused Watson Explorer, a powerful combination of data exploration and content analytics capabilities. Typical organizations only use 12 percent of their data, leaving a wealth of untapped information across the enterprise that could be leveraged to make smarter decisions. Watson Explorer equips users with the information and analytics capabilities which can help them to deliver better performance and real-time results. Watson Explorer has enabled hundreds of customers to connect with their data, build information-centric applications and helped them to improve the quality and speed of their decision making.” Read more

Microsoft’s Azure Machine Learning Hopes to Give Watson a Run for Its Money

azure-machine-learningJeffrey Schwartz of Redmond Magazine recently wrote, “Nearly a year after launching its Hadoop-based Azure HDInsight cloud analytics service, Microsoft believes it’s a better and broader solution for real-time analytics and predictive analysis than IBM’s widely touted Watson. Big Blue this year has begun commercializing its Watson technology, made famous in 2011 when it came out of the research labs to appear and win on the television game show Jeopardy. Both companies had a large presence at this year’s Strata + Hadoop World Conference in New York, attended by 5,000 Big Data geeks. At the Microsoft booth, Eron Kelly, general manager for SQL Server product marketing, highlighted some key improvements to Microsoft’s overall Big Data portfolio since last year’s release of Azure HDInsight including SQL Server 2014 with support for in-memory processing, PowerBI and the launch in June of Azure Machine Learning.” Read more

How Watson Can Improve Cancer Patient Outcomes

watRob High, CTO of IBM Watson and Jho Low, CEO of Jynwel Capital recently shared their thoughts on Watson’s potential to drastically improve cancer care with Scientific American. The pair wrote, “Cutting-edge cancer therapies garner headlines, and one has to marvel at the advances in oncology research achieved over the past decade. Unfortunately, relatively few patients have access to advanced treatment plans at specialized cancer centers such as MD Anderson. Most receive far less effective cancer care, or no care at all. In addition, even the most devoted specialists cannot keep up with the ever-expanding body of medical literature. To fill these healthcare gaps, doctors and computer scientists at MD Anderson developed the MD Anderson Oncology Expert Advisor™ cognitive clinical decision support system (OEA™) [powered by Watson], which is being brought to life with the support of a $50 million gift from Jynwel Charitable Foundation to MD Anderson’s Moon Shots program.” Read more

Watson Teams Up with Standard Bank in Africa

watsonOluwabusayo Sotunde of Ventures Africa reports, “Africa’s most innovative bank, Standard Bank Plc has reached an agreement with leading IT services provider, IBM to implement the latter’s new Watson technology. IBM’s Watson technology breaks traditional barriers in computing by embracing artificial intelligence, natural language processing and dynamic learning when assisting customers and businesses with the interpretation of data. Head of Innovation and Channel Design at Standard Bank, Vuyo Mpako explained that the bank partnered with IBM so it could consolidate the technology into its operating system. This would enable Standard Chartered efficiently interpret and maximise its data.” Read more

IBM Unveils First Watson Machine-Learning APIs

WatsonSerdar Yegulalp of InfoWorld reports, “Those who have been chomping at the bit to use IBM’s Watson machine-intelligence service with their apps need gnaw no longer. Watson APIs are now available for public use, albeit only through IBM’s Bluemix cloud services platform. IBM’s Watson Developer Cloud now offers eight services for building what IBM describes as cognitive apps, with more services promised later on.” Read more

Watson Hopes to Speed Clinical Trial Research for Mayo Clinic

WatsonSean Hogan of IBM recently wrote in Forbes, “Clinical trial recruitment is a data-intensive task that typically requires clinicians and researchers to manually cross reference patient data with criteria for thousands of available clinical trials. Now, Mayo Clinic and IBM have plans to tackle this data-driven challenge with IBM Watson to quickly and accurately match patients with appropriate clinical trials. Using natural language processing and powerful data analytics capabilities, Watson will help Mayo clinicians quickly sift through millions of pages of clinical trial and patient data and complete this cumbersome process in seconds. The new Watson solution will help ensure that all eligible patients are considered for clinical trials and could help accelerate medical research.” Read more

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