System and method for multidimensional extension of database information using inferred groupings
First Claim
1. A system for generating an inferred data grouping, comprising:
- an input interface receiving clinically relevant source data; and
an inference engine, the inference engine communicating with the input interface to access the clinically relevant source data and generate an inferred data grouping based on the clinically relevant source data and an inference measure.
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Abstract
A system and method for receiving medical or other database information and pregrouping and extending that data include a data enhancement layer configured to generate additional stored dimensions capturing the data and relevant attributes. Data sources such as hospitals, laboratories and others may therefore communicate their clinical data to a central warehousing facility which may assemble and extend the resulting aggregated data for data mining purposes. Varying source format and content may be conditioned and conformed to a consistent physical or logical structure. The source data may be extended and recombined into additional related dimensions, pre-associating meaningful attributes for faster querying and storage. The attributes, data and other pieces of information may likewise in embodiments be subjected to an inference analysis to determine whether previously unidentified or unexploited relationships may exist within the universe of source data, for instance using correlation, inference or other analytic techniques. Newly detected, identified or inferred data groupings, which may for instance reveal hidden trends or patterns residing in the data, may then be added back to the enhanced data groupings. Users running analytics against the resulting medical or other datamarts may therefore access a richer set of related information, more powerful sets of predictive models as well as have their queries and other operations run more efficiently.
61 Citations
34 Claims
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1. A system for generating an inferred data grouping, comprising:
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an input interface receiving clinically relevant source data; and
an inference engine, the inference engine communicating with the input interface to access the clinically relevant source data and generate an inferred data grouping based on the clinically relevant source data and an inference measure. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A method for generating an inferred data grouping, comprising:
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receiving clinically relevant source data; and
generating an inferred data grouping based on the clinically relevant source data and an inference measure. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20, 28, 29, 30)
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21. An inferred data grouping, the inferred data grouping being generated by a method comprising:
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receiving clinically relevant source data; and
generating an inferred data grouping based on the clinically relevant source data and an inference measure. - View Dependent Claims (22, 23, 24, 25, 26, 27)
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31. A predictive output, the predictive output being generated based on an inferred data grouping generated by a method comprising:
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receiving clinically relevant source data; and
generating an inferred data grouping based on the clinically relevant source data and an inference measure. - View Dependent Claims (32, 33, 34)
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Specification