Catalog Search Results
Author
Publisher
O'Reilly Media
Pub. Date
[2017]
Physical Desc
1 online resource (1 streaming video file (1 hr., 46 min., 43 sec.))
Language
English
Description
"One of the most exciting and practical goals of combining healthcare with technology is to mine large quantities of data to discover what, if anything, has eluded researchers--either through a lack of sufficiently large datasets or a lack of human ability to notice unlikely relationships. Unsupervised learning is a promising avenue for pursuing this goal, because unsupervised machine learning techniques do not require existing human knowledge to...
Author
Publisher
O'Reilly Media
Pub. Date
[2017]
Physical Desc
1 online resource (1 streaming video file (1 hr., 58 min., 5 sec.))
Language
English
Description
"Linear methods have traditionally been the workhorse of data analysis in many domains, and health-related applications are no exception. However, linear methods have a lot more to offer than standard regression analysis. This video explains why linear thinking remains a powerful and sophisticated way to think about data for prediction, causal analysis, and optimization in health tech. Designed for data scientists and for data savvy health care managers...
3) Deep learning for health tech: neural network applications in healthcare using Python and TensorFlow
Author
Publisher
O'Reilly Media
Pub. Date
[2017]
Physical Desc
1 online resource (1 streaming video file (1 hr., 33 min., 17 sec.))
Language
English
Description
"Neural networks have been widely adopted across many industries as the ultimate pattern recognition tool. While their current uses in healthcare are limited, neural networks have a promising future in diagnostic and decision making applications, because of their ability to mimic--and improve on--human capabilities in health-related advice and treatment. This video explains the basics of neural networks; shows examples of training neural networks...
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