METHOD AND SYSTEM FOR PROPAGATING LABELS TO PATIENT ENCOUNTER DATA
First Claim
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1. A computer-implemented method of propagating labels to a set of clinical encounter data, the computer having at least one processor and memory, comprising:
- receiving a set of labeled coded encounter data, each coded encounter including encounter-related features associated with a patient'"'"'s encounter with a healthcare organization and a set of codes associated with the encounter-related features, and each coded encounter including a label indicative of a label attribute;
receiving a set of unlabeled patient encounter data; and
,using at least one of the computer'"'"'s processors, algorithmically propagating labels to the set of unlabeled patient encounter data based on the set of labeled patient encounter data, to produce resulting labeled coded encounter data.
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Abstract
Methods and systems for propagating labels, such as “good” or “bad”, to unlabeled patient encounter data. Patient encounters, partially labeled but mostly unlabeled, is represented as nodes in a network, and labels are propagated from labeled nodes to unlabeled nodes based on the similarity of the unlabeled nodes to neighboring nodes. The resulting patient encounter data may be used for, for example, a training data set, or for other purposes.
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Citations
20 Claims
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1. A computer-implemented method of propagating labels to a set of clinical encounter data, the computer having at least one processor and memory, comprising:
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receiving a set of labeled coded encounter data, each coded encounter including encounter-related features associated with a patient'"'"'s encounter with a healthcare organization and a set of codes associated with the encounter-related features, and each coded encounter including a label indicative of a label attribute; receiving a set of unlabeled patient encounter data; and
,using at least one of the computer'"'"'s processors, algorithmically propagating labels to the set of unlabeled patient encounter data based on the set of labeled patient encounter data, to produce resulting labeled coded encounter data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A system for propagating labels to a set of clinical encounter data, the system implemented on a computer having at least one processor and memory, comprising:
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a first storage module containing labeled coded encounter data, each coded encounter including encounter-related features associated with a patient'"'"'s encounter with a healthcare organization and a set of codes associated with the encounter-related features, and each coded encounter including a label indicative of a label attribute; a second storage module containing unlabeled coded encounter data; and
,a software-implemented label propagation module operative to; (a) receive a set of labeled coded encounter data from the first storage module; (b) receive a set of unlabeled patient encounter data from the second storage module; and
,(c) algorithmically propagate labels to the set of unlabeled patient encounter data based on the set of labeled patient encounter data, to produce resulting labeled coded encounter data. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification