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公开(公告)号：US10811142B2
公开(公告)日：2020-10-20
申请号：US15904793
申请日：2018-02-26
Applicant: IQVIA Inc.
Inventor： Sanam Sikander , Edmund Drage
Abstract: Implementations provide a method to consolidate data records of regimens for treating oncology conditions. The method includes: accessing data records each encoding multi-tier data characteristics of a regimen for treating a particular oncology condition; receiving a first data record encoding a first regimen specific to a first healthcare provider institution; parsing the first data record according to a hierarchy of the encoded multi-tier data characteristics; distributing a respective weight to each of the encoded data characteristics to account for the potentially missing data characteristic; comparing data characteristics of the first data record with data characteristics from the data records by applying the respective weight to each data characteristic at a particular tier of the hierarchy such that a respective compound score is generated for each data record; and based on the compound scores for all data records, determining a prevailing data record of regimen as matching the first data record.
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42.发明申请公开(公告)号：US20200265928A1
公开(公告)日：2020-08-20
申请号：US16280750
申请日：2019-02-20
Applicant: IQVIA Inc.
Inventor： Peter Hassett
Abstract: A method of managing consent using a computing device, the consent is given by a subject to one or more events in one or more studies, wherein the consent and the plurality of activities are changeable, the method including: authoring one or more first data forms describing the one or more events and one or more selections responsive to the one or more events; authoring, for each of the plurality of subjects, one or more second data forms including description of a plurality of preferences; forming, for a first of the plurality of subjects, an Informed Consent Forms document by combining the one or more first data forms of a first of the one or more studies and one or more second data forms for the first subject; and generating a manifest indicating the one or more events in the first study to which the first subject has granted consent.
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公开(公告)号：US10296927B2
公开(公告)日：2019-05-21
申请号：US14136706
申请日：2013-12-20
Applicant: IQVIA INC.
Inventor： Luis Soria , Sivakumar Nadarajah
Abstract: A method includes receiving data encoding search results from at least one search engine, each of the at least one search engine applying an ontology in a corresponding social-media channel, the ontology refined to account for at least one healthcare product and at least one event; retrieving a database that includes relationships between identified event and healthcare indication, the database being developed from historical sales activities of healthcare products and healthcare indications for the healthcare products; and analyzing the search results by: determining at least one event identified by the search results; comparing the at least one event with the retrieved database to determine a corresponding healthcare indication; identifying a healthcare product with the determined corresponding healthcare indication; and correlating the search results about the identified healthcare product with historical sales activities of the identified healthcare product to determine a sales trend for the identified healthcare product during a projected period.
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公开(公告)号：US12288038B2
公开(公告)日：2025-04-29
申请号：US17728460
申请日：2022-04-25
Applicant: IQVIA Inc.
Inventor： Robert Etches , Jaromir Dzialo
IPC: G06F40/51 , G06F18/22 , G06F40/279 , G06F40/47 , G06F40/58
Abstract: Systems, methods, devices, and non-transitory, computer-readable storage media are disclosed for matching a service requester with a service provider via a taxonomy based directed graph. The method includes: receiving a keyword associated with a service; accessing a directed graph including a root node and nodes connected by edges, each node having a title; identifying a second node of the directed graph for each of service providers, each second node having a title matching a skill of a respective service provider; determining a distance between the first node and each second node along the directed graph; and ranking the service providers based at least in part on the distance between the first node and each second node. Systems, methods, devices, and non-transitory, computer-readable storage media are further disclosed for determining and storing a quality score for the revised linguistic content.
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公开(公告)号：US20250124529A1
公开(公告)日：2025-04-17
申请号：US18989609
申请日：2024-12-20
Applicant: IQVIA Inc.
Inventor： Virupaxkumar Bonageri , Rajneesh Patil , Nithyanandan Thangavelu , Jian Huang , Vijay Pratap A
Abstract: Aspects of the subject matter described in this specification are embodied in systems and methods that utilize machine-learning techniques to evaluate clinical trial data using one or more learning models trained to identify anomalies representing adverse events associated with a clinical trial investigation. In some implementations, investigation data collected at a clinical trial site is obtained. A set of models corresponding to the clinical trial site is selected. Each model included in the set of models is trained to identify, based on historical investigation data collected at the clinical trial site, a distinct set of one or more indicators that indicate a compliance risk associated with the investigation data. A score for the clinical trial site is determined based on the investigation data relative to the historical investigation data. The score represents a likelihood that the investigation data is associated with at least one indicator representing the compliance risk.
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Patent Agency Ranking
公开(公告)号：US20250117713A1
公开(公告)日：2025-04-10
申请号：US18988184
申请日：2024-12-19
Applicant: IQVIA, Inc.
Inventor： Gary Shorter , Malcolm Postings , Kevin T. Saylor
Abstract: A GxP (good practice) platform is implemented to enable artificial intelligence (AI) algorithms to be tracked from creation through training and into production. Deployed algorithms are assigned a GxP chain ID that enables identification of production details associated with respective algorithms. Trained algorithms, each of which are respectively associated with a GxP chain ID, are containerized and can be utilized through an application programing interface (API) to provide a service. The GxP chain ID is linked to production details stored within a database, in which the production details can include information such as data used to train the algorithm, a history version, a date/time stamp when the algorithm was validated, software and hardware on which the algorithm was developed and trained, among other details. Changes to the algorithm can be tracked using an immutable ledger facilitated by the implementation of blockchain.
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公开(公告)号：US20250054640A1
公开(公告)日：2025-02-13
申请号：US18443857
申请日：2024-02-16
Applicant: IQVIA Inc.
Inventor： Scott Josephson , Gary Shorter
IPC: G16H50/70 , G06F16/901 , G06F16/903 , G06F40/30 , G06N5/02 , G06N5/04
Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for responding to a query. In some implementations, a computer obtains a query. The computer determines a meaning for each term in the query. The computer determines user data for the user that submitted the query. The computer identifies one or more ontologies based on the meanings for at least some of the terms. The computer identifies a knowledge graph based on the identified ontologies and the user data. The computer generates a response to the query by traversing a path of the identified knowledge graph to identify items in the knowledge graph based on the determined meaning for each of the terms. The computer generates path data that represents the path taken by the computer through the identified knowledge graph. The computer provides the generated response and the path data to the client device.
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公开(公告)号：US12154665B2
公开(公告)日：2024-11-26
申请号：US17461190
申请日：2021-08-30
Applicant: IQVIA Inc.
Inventor： Christopher Blum , Geoff Wall , John Giannouris
Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for creating source-specific, persistent patient identifiers for healthcare service providers. One method includes accessing a record of healthcare data, wherein the record includes patient identifying information (PII) associated with one or more persons to whom the healthcare data pertains. The portions of PII included in the accessed record of healthcare data are extracted from the accessed record and encrypted. Based on one or more business rules, one or more hashed tokens are created by applying one or more hashing functions to the extracted portions of PII. A source-specific identifier is received, the source-specific identifier having been encoded in a manner specific to an organization associated with the computer system and having been encoded with reference to the one or more hashed tokens. An association is stored between the source-specific identifier and the accessed record of healthcare data.
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公开(公告)号：US11996173B1
公开(公告)日：2024-05-28
申请号：US16813213
申请日：2020-03-09
Applicant: IQVIA Inc.
Inventor： Yong Cai , Bob Doyle , Dong Dai , Wenzhe Lu , Emily Zhao , Steven Rosztoczy
Abstract: A computer-assisted method to timely provide notifications of treatments, the method including receiving de-identified longitudinal medical records, each de-identified longitudinal medical record representing a record of a different anonymized patient and encoding information identifying a treatment received by the anonymized patient and receiving notification data including notification records, each notification record encoding information identifying a channel through which the notification was provided. The method includes determining a first channel impact model representing an impact of a notification provided through a first channel on a treatment being received, a second channel impact model representing an impact of a notification provided through a second channel on a treatment being received, and determining a multi-channel impact model representing an impact of notifications being provided through both the first channel and the second channel on a treatment being received.
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公开(公告)号：US20230335232A1
公开(公告)日：2023-10-19
申请号：US17789345
申请日：2022-04-15
Applicant: IQVIA Inc.
Inventor： Hui Jin , Daozhou Yao , Yubo He , Lei Chen , Huiying Sun , Yuan Liao , Zhenxing Li , Yue Wang
Abstract: Methods, systems, and apparatus for identifying an adverse event. In one aspect, a method includes obtaining first patient data; applying a machine learning model to the first patient data to identify information indicative of a first adverse event in the first patient data, in which the machine learning model is configured to: identify one or more named entities present in the first patient data; identify information indicative of the first adverse event based on the identified named entities; and output annotated patient data; obtaining feedback data on the annotated patient data, in which the feedback data is usable to refine the machine learning model; applying the refined machine learning model to second patient data to identify information indicative of a second adverse event in the second patient data; and providing information indicative of the second adverse events identified in the second patient data.
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