580 patents
Utility
Convolutional Machine Learning Models Using Multiple Tiling Mechanisms
18 Jan 24
As described herein, various embodiments of the present invention disclose techniques that improve efficiency of performing image-based machine learning operations on large images while limiting accuracy drawbacks of partial processing of those large images by using composite-tiled image embeddings for composite-tiled images generated by merging multiple tiled images that are generated using multiple tiling mechanisms.
Rama Krishna Singh, Ravi Pande, Priyank Jain
Filed: 13 Jul 22
Utility
Machine Learning Techniques Using Model Deficiency Data Objects for Tensor-based Graph Processing Models
11 Jan 24
Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for generating a model deficiency data object for a tensor-based graph processing machine learning model.
Paul J. Godden, Erik A. Nystrom, Gregory J. Boss
Filed: 7 Jul 22
Utility
Predictive Data Analysis Operations Using a Relationship Machine Learning Framework
11 Jan 24
Various embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive data analysis, wherein an opportunity prediction is generated for an input data object using a relationship matrix database object and based at least in part on a network segment associated with the input data object.
Conor Breen, Kevin Larkin, Octavio Palomo Sanchez, Jamie Howard
Filed: 4 Nov 22
Utility
Machine learning techniques for detecting splinting activity
9 Jan 24
Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing splinting activity detection.
Jon Kevin Muse, Marilyn L. Gordon, Komal Khatri, Gregory J. Boss
Filed: 14 Jul 21
Utility
Targeted data retrieval and decision-tree-guided data evaluation
9 Jan 24
There is a need for more effective and efficient data evaluation.
Ravi Narasimhan
Filed: 31 Aug 22
Utility
Systems and methods for automated digital image content extraction and analysis
9 Jan 24
Systems and methods are configured to extract images from provided source data files and to preprocess such images for content-based image analysis.
Russell H. Amundson, Saurabh Bhargava, Rama Krishna Singh, Ravi Pande, Vishwakant Gupta, Destiny L. Babjack, Gaurav Mantri, Abhinav Agrawal, Sapeksh Suman
Filed: 4 Mar 21
Utility
Cross-variant polygenic predictive data analysis
9 Jan 24
There is a need for more effective and efficient predictive data analysis solutions for processing genetic sequencing data.
Kenneth Bryan, Megan O'Brien, David S. Monaghan, Chirag Chadha
Filed: 8 Sep 22
Utility
Methods, apparatuses, and systems for gradient detection of significant incidental disease indicators
9 Jan 24
Computer program products, methods, systems, apparatus, and computing entities are described for identifying significant incidental findings from medical records.
Brian C. Potter, Mark L Morsch, Emily V. Ho
Filed: 11 Nov 21
Utility
Patient Treatment Status Notification System
4 Jan 24
A system is described.
Lawrence D. Garber, Logan M. Garber, Sean M. McCarthy, Scott G. Pilate
Filed: 14 Sep 23
Utility
Monitoring a distributed ledger network using hierarchical validation workflows
2 Jan 24
Various embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for multi-node system monitoring using one or more distributed ledgers, wherein a ledger entry request received from a miner node computing entity is validated based at least in part on executing a hierarchical validation workflow that comprises an ordered sequence of L validation iterations, wherein each of one or more ith non-initial validation iterations is performed based at least in part on an association of an (i−1)th validation iteration with a non-affirmative validation determination.
Gregory J. Boss, Adam Russell, Ramprasad Anandam Gaddam, Robert Kahn Rossmiller
Filed: 12 Dec 22
Utility
Dynamic delivery of modified user interaction electronic document data objects based at least in part on defined trigger events
2 Jan 24
There is a need to automatically provide one or more electronic documents to the user.
Garry Choy, Rick A. Hamilton, Rafael Campos Do Amaral E Vasconcellos, Gregory J. Boss, Kerrie L. Holley
Filed: 8 Dec 22
Utility
Medical identity theft alert system
2 Jan 24
A computing system may receive a verification of benefits (VoB) request that identifies a subscriber and a healthcare provider that submitted the VoB request.
Brad K. Sitler, Thomas R. Gilbertson
Filed: 26 Apr 19
Utility
Jugular venous pressure (JVP) measurement
2 Jan 24
Embodiments of the invention provide apparatuses, systems, and methods for more accurate remote monitoring of a user's body.
Marilyn L. Gordon, Gregory J. Boss, Rama S. Ravindranathan, Jon Kevin Muse, Guerino Bonetti
Filed: 1 Dec 22
Utility
Generation of Feature Stores
28 Dec 23
A method for generating a feature store comprises receiving an indication of user input indicating a database management system and a server system hosting a target database; and in response to receiving the indication of user input: determining a connection string for the target database; using the connection string to connect to the target database via the database management system; after connecting to the target database, generating a structure of the feature store in the target database; and populating the feature store with predefined feature values.
Harmeet S. Gambhir
Filed: 22 Jun 22
Utility
Natural Language Processing Machine Learning Frameworks Trained Using Multi-task Training Routines
28 Dec 23
Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing natural language processing operations using an attention-based text encoder machine learning model that is trained using a multi-task training routine that is associated with two or more training tasks (e.g., a multi-task training routine that is associated with two or more sequential training tasks, a multi-training routine that is associated with two or more concurrent training tasks, and/or the like).
Suman Roy, Ayan Sengupta, Michael Bridges, Amit Kumar
Filed: 22 Jun 22
Utility
Natural Language Processing Machine Learning Frameworks Trained Using Multi-task Training Routines
28 Dec 23
Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing natural language processing operations using an attention-based text encoder machine learning model that is trained using a multi-task training routine that is associated with two or more training tasks (e.g., a multi-task training routine that is associated with two or more sequential training tasks, a multi-training routine that is associated with two or more concurrent training tasks, and/or the like).
Suman Roy, Ayan Sengupta, Michael Bridges, Amit Kumar
Filed: 22 Jun 22
Utility
Natural Language Processing Machine Learning Frameworks Trained Using Multi-task Training Routines
28 Dec 23
Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing natural language processing operations using an attention-based text encoder machine learning model that is trained using a multi-task training routine that is associated with two or more training tasks (e.g., a multi-task training routine that is associated with two or more sequential training tasks, a multi-training routine that is associated with two or more concurrent training tasks, and/or the like).
Suman Roy, Ayan Sengupta, Michael Bridges, Amit Kumar
Filed: 22 Jun 22
Utility
Machine-learning Based Irrelevant Sentence Classifier
28 Dec 23
There is a need for more effective, efficient, and accurate computer text comprehension.
Rajesh SABAPATHY, Chirag MITTAL, Gourav AWASTHI, Aditya Teja JOSYULA
Filed: 3 Oct 22
Utility
Machine-learning Based Transcript Summarization
28 Dec 23
There is a need for more effective and efficient predictive natural language summarization.
Rajesh SABAPATHY, Chirag MITTAL, Gourav AWASTHI, Aditya Teja JOSYULA
Filed: 3 Oct 22
Utility
Search Analysis and Retrieval Via Machine Learning Embeddings
21 Dec 23
Various embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for retrieving relevant items for user queries by generating, using a search engine machine learning model, a prediction-based action for the query input wherein query input embeddings of the query input are generated.
Laura D. Hamilton, Vinit Garg, Ayush Tomar, Martin R. Linenweber, Preet Kamal S. Bawa, David Armbrust, Rupesh Kartha, Lun Yu
Filed: 21 Oct 22