Identifying and ranking risk factors using trained predictive models

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United States of America Patent

PATENT NO 11355245
APP PUB NO 20170323075A1
SERIAL NO

15144948

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Embodiments are directed to methodologies, systems and computer program products for generating, for each of a plurality of risk factors in a patient database containing information of a plurality of patients, an index of input values for the risk factor. For each patient P of the plurality of patients, a series of local impact scores is computed for the patient. Computing the series of local impact scores for the patient includes calculating a risk score for the patient with respect to each of the indexed input values for each of the plurality of risk factors. For at least one of the plurality of patients, at least some of the plurality of risk factors are ranked based at least partly on the computed local impact scores for each of the at least some risk factors, and an indication of the ranked risk factors for the at least one patient is provided.

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Patent Owner(s)

  • IBM CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Krause, Josua New York, US 2 31
Ng, Kenney Arlington, US 49 470
Perer, Adam Pittsburgh, US 13 384

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