Patents by Inventor Gigi Y.C. Yuen-Reed
Gigi Y.C. Yuen-Reed has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 11967418Abstract: A mechanism is provided in a data processing system comprising at least one processor and at least one memory, the at least one memory comprising instructions executed by the at least one processor to cause the at least one processor to implement a healthcare analytics management system. A healthcare analytics development sub-system of the healthcare analytics management system develops an analytics pipeline of a set of analytics assets for a selected healthcare based on a set of business needs for a healthcare analytics client and a healthcare analytics model based on the set of analytics assets and the set of business needs. The healthcare analytics model links to the analytics pipeline. A model deployment module of a healthcare analytics operation sub-system of the healthcare analytics management system deploys the healthcare analytics model on a set of computing devices of the selected healthcare consumer.Type: GrantFiled: July 8, 2022Date of Patent: April 23, 2024Inventors: Francisco P Curbera, Shilpa N. Mahatma, Yajuan Wang, Rose M Williams, Gigi Y. C Yuen-Reed
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Publication number: 20230027897Abstract: A method for creating a question answering system includes receiving user stories, wherein each of the user stories is structured as a plurality of first phrasal entities within a template; applying a Natural Language Processing to discover first data relationships between the first phrasal entities and first context relationships between the first phrasal entities; constructing a knowledge graph that captures second data relationships and second contextual relationships of a plurality of second phrasal entities; enriching the KG by linking the first phrasal entities to the second phrasal entities to form enriched phrasal entities in the KG; receiving a selection of ones of the enriched phrasal entities for completing a story template; identifying a technical requirement based on the selection of the enriched phrasal entities; and training a model matching at least one of the user stories to the technical requirement.Type: ApplicationFiled: July 26, 2021Publication date: January 26, 2023Inventors: Gigi Y. C. Yuen-Reed, Kimberly Dunwoody, Subhro Das, Tricia Garrett
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Publication number: 20220344039Abstract: A mechanism is provided in a data processing system comprising at least one processor and at least one memory, the at least one memory comprising instructions executed by the at least one processor to cause the at least one processor to implement a healthcare analytics management system. A healthcare analytics development sub-system of the healthcare analytics management system develops an analytics pipeline of a set of analytics assets for a selected healthcare based on a set of business needs for a healthcare analytics client and a healthcare analytics model based on the set of analytics assets and the set of business needs. The healthcare analytics model links to the analytics pipeline. A model deployment module of a healthcare analytics operation sub-system of the healthcare analytics management system deploys the healthcare analytics model on a set of computing devices of the selected healthcare consumer.Type: ApplicationFiled: July 8, 2022Publication date: October 27, 2022Inventors: Francisco P. Curbera, Shilpa N. Mahatma, Yajuan Wang, Rose M. Williams, Gigi Y.C. Yuen-Reed
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Patent number: 11424023Abstract: A mechanism is provided to implement a healthcare analytics management system. A healthcare analytics development sub-system develops an analytics pipeline of a set of analytics assets for a selected healthcare based on a set of business needs for a healthcare analytics client and a healthcare analytics model based on the set of analytics assets and the set of business needs. A model deployment module of a healthcare analytics operation sub-system deploys the healthcare analytics model on a set of computing devices of the selected healthcare consumer. Responsive to detecting a performance deviation of the deployed healthcare analytics model from the set of business needs, a model feedback module determines improvement needs for the healthcare analytics model. The model feedback module feeds the improvement needs back to the healthcare analytics development sub-system. The healthcare analytics development sub-system customizes the healthcare analytics model based on the improvement needs.Type: GrantFiled: March 23, 2017Date of Patent: August 23, 2022Assignee: International Business Machines CorporationInventors: Francisco P. Curbera, Shilpa N. Mahatma, Yajuan Wang, Rose M. Williams, Gigi Y. C. Yuen-Reed
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Patent number: 11355231Abstract: A mechanism is provided to implement a healthcare analytics management system. A healthcare analytics development sub-system develops an analytics pipeline of a set of analytics assets for a selected healthcare based on a set of business needs for a healthcare analytics client and a healthcare analytics model based on the set of analytics assets and the set of business needs. A model deployment module of a healthcare analytics operation sub-system deploys the healthcare analytics model on a set of computing devices of the selected healthcare consumer. Responsive to detecting a performance deviation of the deployed healthcare analytics model from the set of business needs, a model feedback module determines improvement needs for the healthcare analytics model. The model feedback module feeds the improvement needs back to the healthcare analytics development sub-system. The healthcare analytics development sub-system customizes the healthcare analytics model based on the improvement needs.Type: GrantFiled: December 6, 2017Date of Patent: June 7, 2022Assignee: International Business Machines CorporationInventors: Francisco P. Curbera, Shilpa N. Mahatma, Yajuan Wang, Rose M. Williams, Gigi Y. C. Yuen-Reed
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Patent number: 11250948Abstract: Computer-implemented methods, systems, and computer readable media are provided for identifying and optimizing performance drivers of a healthcare related system. Healthcare related data may be analyzed to produce performance information pertaining to performance indicators for performance drivers of the healthcare related system. From the performance information, changes in the sets of performance indicators over time for the performance drivers may be determined and performance drivers with determined changes satisfying a threshold may be identified. An impact of the determined changes in the performance indicators to the identified performance drivers and contributions to the determined impact from one or more factors may be identified. Factors of the identified performance drivers with opposing utilization trends may be identified and an impact of the identified factors on the performance drivers may be determined.Type: GrantFiled: January 31, 2019Date of Patent: February 15, 2022Assignee: International Business Machines CorporationInventors: Ta-Hsin Li, Gigi Y. C. Yuen-Reed, Huijing Jiang, Kevin N. Tran, Bob Kelley, Thomas Halvorson
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Patent number: 11163561Abstract: Embodiments of the present invention disclose a method, a computer program product, and a computer system for mapping components of non-distributed environments to distributed environments. A computer receives a data pipeline configured for a non-distributed environment and identifies one or more bottleneck components of the data pipeline. In addition, the computer converts data used in the pipeline to a format compatible with a distributed environment and installs the necessary computing libraries necessary for operating the pipeline within the distributed environment. The computer further converts the code of the pipeline to a code that is compatible with the distributed environment and optimizes components of the pipeline for use in the distributed environment.Type: GrantFiled: May 20, 2020Date of Patent: November 2, 2021Assignee: International Business Machines CorporationInventors: Rachita Chandra, Italo Buleje, Gigi Y. C. Yuen-Reed, Shilpa N. Mahatma, Kevin N. Tran
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Patent number: 11132622Abstract: A bioinformatics system for autonomous hypothesis generation for relatedness of seemingly independent concepts having tenuous or no prior known relationship in a knowledgebase. Independent concept pairs are identified in a question, and they are evaluated in light of lists of their similar concepts, and in light input documents, word embeddings, and co-occurrence matrices that are organized as a time series. Relationships between the independent concepts are hypothesized based on temporal analysis of relatedness measures of their similar concepts, measured via candidate connecting concepts.Type: GrantFiled: December 27, 2017Date of Patent: September 28, 2021Assignee: International Business Machines CorporationInventors: Vishrawas Gopalakrishnan, Kevin N. Tran, Fang Lu, Gigi Y. C. Yuen-Reed
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Patent number: 10891275Abstract: Embodiments of the present invention disclose a method, a computer program product, and a computer system for enriching data. A computer receives a limited dataset and a target insight. In addition, the computer identifies an applicable richer dataset and determines a population relatedness between the limited dataset and the applicable richer dataset. Moreover, the computer calculates estimators of features using the richer dataset as well as calculates estimators for features using the limited dataset. The computer then updates the estimators of the limited dataset using estimators of the richer dataset and evaluates the updated estimators. Lastly, the computer provides a data collection recommendation as it relates to the limited dataset based on the evaluation.Type: GrantFiled: December 26, 2017Date of Patent: January 12, 2021Assignee: International Business Machines CorporationInventors: Hyuna Yang, Gigi Y. C. Yuen-Reed, Yajuan Wang
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Publication number: 20200286596Abstract: A computer system generates and manages clinical studies. A first collection of clinical documents is analyzed to extract clinical study goals and corresponding clinical study design components. A second collection of documents is analyzed to extract value sets indicating a mapping between clinical concepts and data elements of clinical information. The extracted clinical study design information and value sets are stored in a hierarchical structure within a repository that relates the clinical study goals, design components, concepts, and the data elements. A new clinical study is generated for a desired clinical study goal based on pattern recognition applied to the extracted clinical study design information and value sets in the repository using the repository. Embodiments of the present invention further include a method and program product for generating and managing clinical studies in substantially the same manner described above.Type: ApplicationFiled: March 4, 2019Publication date: September 10, 2020Inventors: Hyuna Yang, Vishrawas Gopalakrishnan, Gigi Y.C. Yuen-Reed
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Publication number: 20200278863Abstract: Embodiments of the present invention disclose a method, a computer program product, and a computer system for mapping components of non-distributed environments to distributed environments. A computer receives a data pipeline configured for a non-distributed environment and identifies one or more bottleneck components of the data pipeline. In addition, the computer converts data used in the pipeline to a format compatible with a distributed environment and installs the necessary computing libraries necessary for operating the pipeline within the distributed environment. The computer further converts the code of the pipeline to a code that is compatible with the distributed environment and optimizes components of the pipeline for use in the distributed environment.Type: ApplicationFiled: May 20, 2020Publication date: September 3, 2020Inventors: RACHITA CHANDRA, ITALO BULEJE, Gigi Y.C. Yuen-Reed, Shilpa N. Mahatma, Kevin N. Tran
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Publication number: 20200251205Abstract: Computer-implemented methods, systems, and computer readable media are provided for identifying and optimizing performance drivers of a healthcare related system. Healthcare related data may be analyzed to produce performance information pertaining to performance indicators for performance drivers of the healthcare related system. From the performance information, changes in the sets of performance indicators over time for the performance drivers may be determined and performance drivers with determined changes satisfying a threshold may be identified. An impact of the determined changes in the performance indicators to the identified performance drivers and contributions to the determined impact from one or more factors may be identified. Factors of the identified performance drivers with opposing utilization trends may be identified and an impact of the identified factors on the performance drivers may be determined.Type: ApplicationFiled: January 31, 2019Publication date: August 6, 2020Inventors: Ta-Hsin Li, Gigi Y. C. Yuen-Reed, Huijing Jiang, Kevin N. Tran, Bob Kelley, Thomas Halvorson
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Patent number: 10705836Abstract: Embodiments of the present invention disclose a method, a computer program product, and a computer system for mapping components of non-distributed environments to distributed environments. A computer receives a data pipeline configured for a non-distributed environment and identifies one or more bottleneck components of the data pipeline. In addition, the computer converts data used in the pipeline to a format compatible with a distributed environment and installs the necessary computing libraries necessary for operating the pipeline within the distributed environment. The computer further converts the code of the pipeline to a code that is compatible with the distributed environment and optimizes components of the pipeline for use in the distributed environment.Type: GrantFiled: April 20, 2018Date of Patent: July 7, 2020Assignee: International Business Machines CorporationInventors: Rachita Chandra, Italo Buleje, Gigi Y. C. Yuen-Reed, Shilpa N. Mahatma, Kevin N. Tran
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Publication number: 20190333155Abstract: A method, computer system, and a computer program product for generating and reporting a plurality of health insurance cost predictions via private transfer learning is provided. The present invention may include retrieving a set of source data, and a set of target data. The present invention may then include creating and anonymizing a plurality of source data sets, and at least one target data set. The present invention may further include generating one or more source learner models, and a target learner model. The present invention may then include combining the one or more generated source learner models and the generated target learner model to generate a transfer learner. The present invention may further include generating a prediction based on the generated transfer learner.Type: ApplicationFiled: April 27, 2018Publication date: October 31, 2019Inventors: Karthikeyan Natesan Ramamurthy, Emily A. Ray, Dennis Wei, Gigi Y.C. Yuen-Reed
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Publication number: 20190324745Abstract: Embodiments of the present invention disclose a method, a computer program product, and a computer system for mapping components of non-distributed environments to distributed environments. A computer receives a data pipeline configured for a non-distributed environment and identifies one or more bottleneck components of the data pipeline. In addition, the computer converts data used in the pipeline to a format compatible with a distributed environment and installs the necessary computing libraries necessary for operating the pipeline within the distributed environment. The computer further converts the code of the pipeline to a code that is compatible with the distributed environment and optimizes components of the pipeline for use in the distributed environment.Type: ApplicationFiled: April 20, 2018Publication date: October 24, 2019Inventors: RACHITA CHANDRA, ITALO BULEJE, Gigi Y.C. Yuen-Reed, Shilpa N. Mahatma, Kevin N. Tran
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Publication number: 20190197431Abstract: A bioinformatics system for autonomous hypothesis generation for relatedness of seemingly independent concepts having tenuous or no prior known relationship in a knowledgebase. Independent concept pairs are identified in a question, and they are evaluated in light of lists of their similar concepts, and in light input documents, word embeddings, and co-occurrence matrices that are organized as a time series. Relationships between the independent concepts are hypothesized based on temporal analysis of relatedness measures of their similar concepts, measured via candidate connecting concepts.Type: ApplicationFiled: December 27, 2017Publication date: June 27, 2019Inventors: Vishrawas Gopalakrishnan, Kevin N. Tran, Fang Lu, Gigi Y. C. Yuen-Reed
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Publication number: 20190197139Abstract: Embodiments of the present invention disclose a method, a computer program product, and a computer system for enriching data. A computer receives a limited dataset and a target insight. In addition, the computer identifies an applicable richer dataset and determines a population relatedness between the limited dataset and the applicable richer dataset. Moreover, the computer calculates estimators of features using the richer dataset as well as calculates estimators for features using the limited dataset. The computer then updates the estimators of the limited dataset using estimators of the richer dataset and evaluates the updated estimators. Lastly, the computer provides a data collection recommendation as it relates to the limited dataset based on the evaluation.Type: ApplicationFiled: December 26, 2017Publication date: June 27, 2019Inventors: Hyuna Yang, Gigi Y.C. Yuen-Reed, YAJUAN WANG
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Publication number: 20190172564Abstract: A system may predict costs for a set of members by building and using a predictive pipeline. The pipeline may be built using a set of historical data for training members. A set of member-level features can be identified by performing empirical testing on the set of historical data. The trained configurable predictive pipeline can generate a set of predictive data for each member, using historical test data for a set of testing members. The system can then generate a predictive report for each set of predictive data.Type: ApplicationFiled: December 5, 2017Publication date: June 6, 2019Inventors: Rachita Chandra, Vijay S. Iyengar, Dmitriy A. Katz, Karthikeyan Natesan Ramamurthy, Emily A. Ray, Moninder Singh, Dennis Wei, Gigi Y. C. Yuen-Reed, Kevin N. Tran
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Publication number: 20180276343Abstract: A mechanism is provided in a data processing system comprising at least one processor and at least one memory, the at least one memory comprising instructions executed by the at least one processor to cause the at least one processor to implement a healthcare analytics management system. A healthcare analytics development sub-system of the healthcare analytics management system develops an analytics pipeline of a set of analytics assets for a selected healthcare based on a set of business needs for a healthcare analytics client and a healthcare analytics model based on the set of analytics assets and the set of business needs. The healthcare analytics model links to the analytics pipeline. A model deployment module of a healthcare analytics operation sub-system of the healthcare analytics management system deploys the healthcare analytics model on a set of computing devices of the selected healthcare consumer.Type: ApplicationFiled: December 6, 2017Publication date: September 27, 2018Inventors: Francisco P. Curbera, Shilpa N. Mahatma, Yajuan Wang, Rose M. Williams, Gigi Y.C. Yuen-Reed
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Publication number: 20180276342Abstract: A mechanism is provided in a data processing system comprising at least one processor and at least one memory, the at least one memory comprising instructions executed by the at least one processor to cause the at least one processor to implement a healthcare analytics management system. A healthcare analytics development sub-system of the healthcare analytics management system develops an analytics pipeline of a set of analytics assets for a selected healthcare based on a set of business needs for a healthcare analytics client and a healthcare analytics model based on the set of analytics assets and the set of business needs. The healthcare analytics model links to the analytics pipeline. A model deployment module of a healthcare analytics operation sub-system of the healthcare analytics management system deploys the healthcare analytics model on a set of computing devices of the selected healthcare consumer.Type: ApplicationFiled: March 23, 2017Publication date: September 27, 2018Inventors: Francisco P. Curbera, Shilpa N. Mahatma, Yajuan Wang, Rose M. Williams, Gigi Y.C. Yuen-Reed