Methods and systems for analyzing accessing of medical data
Various aspects described herein relate to presenting electronic patient data accessing information. Data related to a plurality of access events, by one or more employees, of electronic patient data can be received. A set of access events of the plurality of access events can be determined as constituting, by the one or more employees, possible breach of the electronic patient data. An alert related to the set of access events can be provided based on determining that the set of access events constitute possible breach of the electronic patient data.
1 . A computer-implemented method for detecting a non-compliant access of electronic patient data, the computer-implemented method comprising:
receiving, by one or more processors, access data comprising a plurality of electronic patient data access events by a plurality of entities;
constructing, by the one or more processors, a plurality of fingerprint data for the plurality of entities based on the plurality of electronic patient data access events, wherein first fingerprint data of the plurality of fingerprint data for a first entity of the plurality of entities comprises patternable electronic patient data access behavior by the first entity;
determining, by the one or more processors, at least one electronic patient data access event of the plurality of electronic patient data access events constitutes a possible non-compliant access of the electronic patient data based on the plurality of fingerprint data, wherein determining the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data comprises:
applying one or more tags defined for anomaly identification to the first fingerprint data for the first entity, and
determining the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data based on a number of tags applied to the at least one electronic patient data access event; and
in response to determining the at least one electronic patient data access event of the plurality of electronic patient data access events constitutes the possible non-compliant access of the electronic patient data, causing, by the one or more processors, display of an indicator of the at least one electronic patient data access event on a user interface.
2 . The computer-implemented method of claim 1 , wherein the one or more tags comprise at least one of:
a negative tag indicative of an electronic patient data access event that comprises a non-compliant access;
a positive tag indicative of an electronic patient data access event that comprises a legitimate access; and
a neutral tag indicative of an electronic patient data access event that does not alone comprise a non-compliant access.
3 . The computer-implemented method of claim 1 , wherein constructing the plurality of fingerprint data for the plurality of entities includes:
filtering the access data by excluding one or more of the plurality of electronic patient data access events that correspond to one or more positive tags indicative of an electronic patient data access event that comprises a legitimate access.
4 . The computer-implemented method of claim 1 , wherein determining that the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data further comprises:
detecting one or more patterns of accessing the electronic patient data by the plurality of entities from the plurality of fingerprint data; and
determining whether the at least one electronic patient data access event is inconsistent with the one or more patterns.
5 . The computer-implemented method of claim 1 , wherein determining that the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data further comprises:
determining whether the at least one electronic patient data access event falls outside of a normal distribution or standard deviation of one or more patterns based on the plurality of fingerprint data.
6 . The computer-implemented method of claim 1 , further comprising:
generating, by the one or more processors, an alert associated with the at least one electronic patient data access event that constitutes the possible non-compliant access of the electronic patient data.
7 . The computer-implemented method of claim 6 , wherein interacting with the indicator causes a display of additional information corresponding to the at least one electronic patient data access event facilitating further investigation of the at least one electronic patient data access event.
8 . The computer-implemented method of claim 6 , wherein the alert is displayed based on one or more user queries.
9 . A system for detecting a non-compliant access of electronic patient data, the system comprising:
one or more processors; and
one or more computer readable storage media storing instructions which, when executed by the one or more processors, cause the one or more processors to perform operations comprising:
receiving access data comprising a plurality of electronic patient data access events by a plurality of entities;
constructing a plurality of fingerprint data for the plurality of entities based on the plurality of electronic patient data access events, wherein first fingerprint data of the plurality of fingerprint data for a first entity of the plurality of entities comprises patternable electronic patient data access behavior by the first entity;
determining at least one electronic patient data access event of the plurality of electronic patient data access events constitutes a possible non-compliant access of the electronic patient data based on the plurality of fingerprint data wherein determining the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data comprises:
applying one or more tags defined for anomaly identification to the first fingerprint data for the first entity, and
determining the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data based on a number of tags applied to the at least one electronic patient data access event; and
in response to determining the at least one electronic patient data access event of the plurality of electronic patient data access events constitutes the possible non-compliant access of the electronic patient data, causing display of an indicator of the at least one electronic patient data access event on a user interface.
10 . The system of claim 9 , wherein the one or more tags comprise at least one of:
a negative tag indicative of an electronic patient data access event that comprises a non-compliant access;
a positive tag indicative of an electronic patient data access event that comprises a legitimate access; and
a neutral tag indicative of an electronic patient data access event that does not alone comprise a non-compliant access.
11 . The system of claim 9 , wherein constructing the plurality of fingerprint data for the plurality of entities includes:
filtering the access data by excluding one or more of the plurality of electronic patient data access events that correspond to one or more positive tags indicative of an electronic patient data access event that comprises a legitimate access.
12 . The system of claim 9 , wherein determining the at least one electronic patient data access event that constitutes the possible non-compliant access of the electronic patient data further comprises:
detecting one or more patterns of accessing the electronic patient data by the plurality of entities from the plurality of fingerprint data; and
determining whether the at least one electronic patient data access event is inconsistent with the one or more patterns.
13 . The system of claim 9 , wherein determining that the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data further comprises:
determining whether the at least one electronic patient data access event falls outside of a normal distribution or standard deviation of one or more patterns based on the plurality of fingerprint data.
14 . The system of claim 9 , further comprising:
generating an alert associated with the at least one electronic patient data access event that constitutes the possible non-compliant access of the electronic patient data.
15 . The system of claim 14 , wherein interacting with the indicator causes a display of additional information corresponding to the at least one electronic patient data access event facilitating further investigation of the at least one electronic patient data access event.
16 . The system of claim 14 , wherein the alert is displayed based on one or more user queries.
17 . One or more non-transitory computer readable media storing instructions which, when executed by one or more processors, cause the one or more processors to perform operations for detecting a non-compliant access of electronic patient data, the operations comprising:
receiving access data comprising a plurality of electronic patient data access events by a plurality of entities;
constructing a plurality of fingerprint data for the plurality of entities based on the plurality of electronic patient data access events, wherein first fingerprint data of the plurality of fingerprint data for a first entity of the plurality of entities comprises patternable electronic patient data access behavior by the first entity;
determining at least one electronic patient data access event of the plurality of electronic patient data access events constitutes a possible non-compliant access of the electronic patient data based on the plurality of fingerprint data wherein determining the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data comprises:
applying one or more tags defined for anomaly identification to the first fingerprint data for the first entity, and
determining the at least one electronic patient data access event constitutes the possible non-compliant access of the electronic patient data based on a number of tags applied to the at least one electronic patient data access event; and
in response to determining the at least one electronic patient data access event of the plurality of electronic patient data access events constitutes the possible non-compliant access of the electronic patient data, causing display of an indicator of the at least one electronic patient data access event on a user interface.