Patents by Inventor Jacob Aptekar
Jacob Aptekar 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: 11977550Abstract: Generating a synthetic longitudinal dataset includes identifying subsequence patterns in records defining event sequences for patients. Feature vectors are determined, each characterizing a corresponding one of the records, based on the subsequence patterns. The feature vectors are embedded in a lower dimension space. A seed record is iteratively selected from among the records and in each iteration: subsequence patterns are identified in a subset of the records. Instances of subsequence patterns in the seed record are replaced with instances of similar subsequence patterns identified in the subset of the records to form a modified seed record. The iterations are repeated until all of the records have been selected as the seed record. The modified seed records are combined to form the synthetic dataset.Type: GrantFiled: April 12, 2023Date of Patent: May 7, 2024Assignee: MEDIDATA SOLUTIONS, INC.Inventors: Jacob Aptekar, Mandis S. Beigi, Pierre-Louis Bourlon, Jason Mezey, Afrah Shafquat, Jimeng Sun
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Patent number: 11640446Abstract: A method for generating a synthetic dataset from an original dataset includes encoding categorical features of the original dataset, embedding the encoded dataset in a low-dimensional space, selecting a seed record from the embedded dataset, identifying a plurality of nearest neighbor records to the seed record, generating a new record by randomly selecting features from the plurality of nearest neighbor records, and concatenating the new record into the synthetic dataset. For a synthetic dataset that contains N records, which may be the same as or different from the number of records in the original dataset, the selecting, identifying, generating, and concatenating operations operate a total of N times on the records in the embedded dataset.Type: GrantFiled: August 19, 2021Date of Patent: May 2, 2023Assignee: Medidata Solutions, Inc.Inventors: Mandis Beigi, Jacob Aptekar, Afrah Shafquat, Jason Mezey
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Publication number: 20230060848Abstract: A method for generating a synthetic dataset from an original dataset includes encoding categorical features of the original dataset, embedding the encoded dataset in a low-dimensional space, selecting a seed record from the embedded dataset, identifying a plurality of nearest neighbor records to the seed record, generating a new record by randomly selecting features from the plurality of nearest neighbor records, and concatenating the new record into the synthetic dataset. For a synthetic dataset that contains N records, which may be the same as or different from the number of records in the original dataset, the selecting, identifying, generating, and concatenating operations operate a total of N times on the records in the embedded dataset.Type: ApplicationFiled: August 19, 2021Publication date: March 2, 2023Inventors: Mandis Beigi, Jacob Aptekar, Afrah Shafquat, Jason Mezey
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Publication number: 20210065415Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device including a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database, wherein the graph database includes a set of nodes and a set of edges, identify a region of interest within a graph described by the graph database, construct a feature space from the region of interest, and extract explanatory variables from the feature space.Type: ApplicationFiled: September 10, 2020Publication date: March 4, 2021Applicant: dRISK, Inc.Inventors: Robert Chess Stetson, Kris Chaisanguanthum, Boris Revechkis, Jacob Aptekar
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Patent number: 10776965Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device including a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database, wherein the graph database includes a set of nodes and a set of edges, identify a region of interest within a graph described by the graph database, construct a feature space from the region of interest, and extract explanatory variables from the feature space.Type: GrantFiled: April 21, 2017Date of Patent: September 15, 2020Assignee: dRISK, Inc.Inventors: Robert Chess Stetson, Kris Chaisanguanthum, Boris Revechkis, Jacob Aptekar
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Patent number: 10713258Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device includes a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database including a set of nodes and a set of edges, determine a source node within the set of nodes, locate a set of related nodes based on the source node and the set of edges, recursively locate a set of sub-related nodes based on the set of related nodes and the set of edges, generate a representation of the set of related nodes from the perspective of the source node, and recursively update the generated representation of the set of sub-related nodes from the perspective of the source node and the related nodes.Type: GrantFiled: July 14, 2017Date of Patent: July 14, 2020Assignee: dRISK, Inc.Inventors: Robert Chess Stetson, Jacob Aptekar
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Publication number: 20170316059Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device includes a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database including a set of nodes and a set of edges, determine a source node within the set of nodes, locate a set of related nodes based on the source node and the set of edges, recursively locate a set of sub-related nodes based on the set of related nodes and the set of edges, generate a representation of the set of related nodes from the perspective of the source node, and recursively update the generated representation of the set of sub-related nodes from the perspective of the source node and the related nodes.Type: ApplicationFiled: July 14, 2017Publication date: November 2, 2017Applicant: Helynx, Inc.Inventors: Robert Chess Stetson, Jacob Aptekar
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Patent number: 9740744Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device includes a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database including a set of nodes and a set of edges, determine a source node within the set of nodes, locate a set of related nodes based on the source node and the set of edges, recursively locate a set of sub-related nodes based on the set of related nodes and the set of edges, generate a representation of the set of related nodes from the perspective of the source node, and recursively update the generated representation of the set of sub-related nodes from the perspective of the source node and the related nodes.Type: GrantFiled: April 22, 2016Date of Patent: August 22, 2017Assignee: Helynx, Inc.Inventors: Robert Chess Stetson, Jacob Aptekar
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Publication number: 20170221240Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device including a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database, wherein the graph database includes a set of nodes and a set of edges, identify a region of interest within a graph described by the graph database, construct a feature space from the region of interest, and extract explanatory variables from the feature space.Type: ApplicationFiled: April 21, 2017Publication date: August 3, 2017Inventors: Robert Chess Stetson, Kris Chaisanguanthum, Boris Revechkis, Jacob Aptekar
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Publication number: 20160239545Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device includes a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database including a set of nodes and a set of edges, determine a source node within the set of nodes, locate a set of related nodes based on the source node and the set of edges, recursively locate a set of sub-related nodes based on the set of related nodes and the set of edges, generate a representation of the set of related nodes from the perspective of the source node, and recursively update the generated representation of the set of sub-related nodes from the perspective of the source node and the related nodes.Type: ApplicationFiled: April 22, 2016Publication date: August 18, 2016Inventors: Robert Chess Stetson, Jacob Aptekar
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Patent number: 9348947Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device includes a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database including a set of nodes and a set of edges, determine a source node within the set of nodes, locate a set of related nodes based on the source node and the set of edges, recursively locate a set of sub-related nodes based on the set of related nodes and the set of edges, generate a representation of the set of related nodes from the perspective of the source node, and recursively update the generated representation of the set of sub-related nodes from the perspective of the source node and the related nodes.Type: GrantFiled: June 27, 2014Date of Patent: May 24, 2016Assignee: Helynx, Inc.Inventors: Robert Chess Stetson, Jacob Aptekar
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Publication number: 20150033106Abstract: Systems and methods for visualizing and manipulating graph databases in accordance embodiments of the invention are disclosed. In one embodiment of the invention, a graph database manipulation device includes a processor and a memory configured to store a graph database manipulation application, wherein the graph database manipulation application configures the processor to obtain a graph database including a set of nodes and a set of edges, determine a source node within the set of nodes, locate a set of related nodes based on the source node and the set of edges, recursively locate a set of sub-related nodes based on the set of related nodes and the set of edges, generate a representation of the set of related nodes from the perspective of the source node, and recursively update the generated representation of the set of sub-related nodes from the perspective of the source node and the related nodes.Type: ApplicationFiled: June 27, 2014Publication date: January 29, 2015Inventors: Robert Chess Stetson, Jacob Aptekar
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Publication number: 20100092390Abstract: Methods for making collections of small particles having spin-lattice relaxation times greater than about 5 minutes are described. The long-T1 particles are useful as imaging agents for nuclear magnetic resonance imaging. In one embodiment, bulk silicon wafers are reduced to particles in a machining process, and the particles processed to obtain a collection of particles having an average size of about 300 nanometers and a T1 relaxation time of about 15 minutes. The particles can be subjected to post-fabrication processing to alter their surface composition or the chemical functionality of their surface. In certain embodiments, porous particles produced by the inventive methods can be loaded with pharmaceutical drugs and used to track and evaluate delivery and effectiveness of drugs.Type: ApplicationFiled: October 9, 2008Publication date: April 15, 2010Applicant: President and Fellows of Harvard CollegeInventors: Charles M. Marcus, Jacob Aptekar, Maja Cassidy