580 patents
Page 3 of 29
Utility
Predictive Data Analysis Techniques Using a Hierarchical Risk Prediction Machine Learning Framework
9 Nov 23
Various embodiments of the present disclosure provide methods, apparatuses, systems, computing devices, computing entities, and/or the like for performing predictive data analysis operations using a hierarchical risk prediction machine learning framework that comprises an initially-deployed risk prediction machine learning model, a dynamically-deployed risk prediction machine learning model, and a risk aggregation machine learning model.
Paul J. Godden, Melanie Majerus, Ahmed Selim, Nancy Joan Mendelsohn, Erin A. Satterwhite, Gregory J. Boss
Filed: 5 May 22
Utility
Machine learning for machine-assisted data classification
7 Nov 23
Methods, apparatus, systems, computing devices, computing entities, and/or the like for employing machine learning concepts to accurately predict categories for unseen data assets, present the same to a user via a user interface for review, and assign the categories to the data assets responsive to user interaction confirming the same.
David S. Elliman
Filed: 14 Jul 22
Utility
Patient treatment status notification system
7 Nov 23
A patient treatment status notification system in a healthcare facility with multiple examination rooms includes a first electronic visual status indicator and a second electronic visual status indicator to be installed outside a first examination room, an indicator control circuit configured to communicate with and control the first and second electronic visual status indicators of the first examination room, a manual input device for the first examination room configured to receive user input representing change of a treatment status of a patient assigned to the first examination room, a switch multiplexer configured to communicate with and receive the user input from the manual input device for the first examination room, and a central control processor coupled to the indicator control circuit and the switch multiplexer to update the treatment status of the first examination room.
Lawrence D Garber, Logan M Garber, Sean M McCarthy, Scott G Pilate
Filed: 5 Apr 18
Utility
Methods and Systems to Detect Eating
2 Nov 23
Embodiments include methods and systems for automated eating detection.
Steven Catani, Jed Ludlow, Tyler Stigen, Joseph A. Roxas, Nino Paul D. Batanay
Filed: 7 Jul 23
Utility
Supervised and Unsupervised Machine Learning Techniques for Communication Summarization
2 Nov 23
Various embodiments provide for summarization of an interaction, conversation, encounter, and/or the like in at least an abstractive manner.
Suman Roy, Vijay Varma Malladi, Ayan Sengupta
Filed: 2 May 22
Utility
Natural Language Processing Techniques Using Hybrid Reason Code Prediction Machine Learning Frameworks
2 Nov 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 a hybrid reason code prediction machine learning framework.
Suman Roy, Thomas G. Sullivan, Vijay Varma Malladi, Matthew J. Stewart, Abraham G. Tesfay, Gaurav Ranjan
Filed: 28 Apr 22
Utility
System for Predicting Healthcare Spend and Generating Fund Use Recommendations
2 Nov 23
This disclosure describes techniques that include a method for estimating healthcare costs, the method comprising applying, by a computing system, a machine learning (ML) model to a user subgraph of a current user to generate an estimated healthcare cost of the current user for a future time period, wherein the user subgraph of the current user is graph data comprising nodes and edges that represent information associated with medical care of the current user; and generating, by the computing system, a user interface including a budget for the future time period that includes the estimated healthcare cost and a list of selectable medical expense categories, wherein each of the selectable medical expense categories includes an associated cost.
Adam Russell, Thomas C. Linden, Brendan J Moriarity, Elliot C. Johnson, Robert Kahn Rossmiller
Filed: 2 May 22
Utility
Ontology Change Graph Publishing System
26 Oct 23
A method comprising: generating, by a computing system, a change graph that represents a change to an ontology graph; generating, by the computing system, an impact score for the change graph by applying at least one of a deterministic rule and a machine learning technique to the change graph; and outputting, by the computing system, the change graph and the impact score for the change graph to a subscriber system.
Daniel G. McCreary, Jeffrey L. Winkler
Filed: 21 Apr 22
Utility
Variable-output-space Prediction Machine Learning Models Using Contextual Input Embeddings
26 Oct 23
As described herein, various embodiments of the present invention use an output space refinement machine learning model to filter C of the B candidate predictive associations that are referred to herein as dynamically-preselected candidate predictive associations for each prediction input data object, with every prediction input data object being associated with a different subset of the dynamically-preselected candidate predictive associations, where C is less than B and is in some embodiments typically much less than B.
Abhay Shukla, Ramprasad Anandam Gaddam, Srinjay Nath, Deepak Singh
Filed: 26 Apr 22
Utility
Enhanced Calibration of Imaging Device Output
26 Oct 23
A method comprises: obtaining a current initial image generated by an image generator of an imaging device based on current input signals of sensors of the imaging device; and applying a transformation model to the current initial image to generate a current transformed image, wherein the transformation model is a machine-learning model that has been trained to generate transformed images that more closely resemble reference images generated by a reference image generator.
Kieran O'Donoghue, Mostafa Bayomi, Neill Michael Byrne, Michael J. McCarthy, Ahmed Selim
Filed: 21 Apr 22
Utility
Ensemble machine learning framework for predictive operational load balancing
24 Oct 23
There is a need for more effective and efficient constrained-optimization-based operational load balancing.
Kieran O'Donoghue, Michael J. McCarthy, Neill Michael Byrne, David Lewis Frankenfield
Filed: 21 Oct 22
Utility
System and Method for Automated Data Entry and Workflow Management
19 Oct 23
A system and method that provides for integrated data entry and workflow capabilities through one or more computing devices provided to personnel who work at various stations throughout a facility.
Matthew Nichols
Filed: 20 Jun 23
Utility
Systems and Methods for Processing Machine Learning Language Model Classification Outputs Via Text Block Masking
19 Oct 23
Various embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for processing document classification system outputs, wherein classification routine iterations are performed using masked document data objects comprising one or more masked text blocks.
Joel Stremmel, Eran Halperin, Brian Hill
Filed: 14 Oct 22
Utility
Relational database retrieval procedures for cohort-wise data comparisons
17 Oct 23
Embodiments of the present disclosure provide methods, apparatus, systems, computing devices, and computing entities for generating a comparison data value for each attribute of interest for one or more attributes of interest associated with a dataset.
Imran Siddiq
Filed: 6 Jun 22
Utility
Personalized Health Search Engine
12 Oct 23
Example devices and techniques are described for personalizing a health-related search.
Vidhya Krishnaprasad, Amanda R. Hoppock, Mary E. Ayala, Erin M. Moore
Filed: 6 Apr 22
Utility
Combined Deep Learning Inference and Compression Using Sensed Data
12 Oct 23
An example device is configured to encode first sensed data using a first encoder and to predict a first behavior based on the encoded first sensed data to create a first prediction using a first prediction model.
Damian Kelly, Megan O'Brien, Gregory Buckley, Colleen B. Caveney
Filed: 12 Apr 22
Utility
Predictive Data Analysis Operations Using a Hierarchical Intervention Recommendation Machine Learning Framework
12 Oct 23
Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive data analysis operations using a hierarchical intervention recommendation machine learning framework.
Ninad D. Sathaye, Manoj Kapoor, Gregory J. Boss, Raghav Bali
Filed: 12 Apr 22
Utility
Digital Image Processing Techniques Using Bounding Box Precision Models
12 Oct 23
Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing digital image processing operations.
Swaroop S. Shekar, Atul Subhash, Veera Raghavendra Chikka, Vamsi M. Bhandaru
Filed: 6 Apr 22
Utility
Prioritized data object processing under processing time constraints
10 Oct 23
Systems and methods are configured to perform prioritized processing of a plurality of processing objects under a time constraint.
David T. Cleere, Amanda McFadden, Barry A. Friel, William A. Dunphy, Christopher A. McLaughlin
Filed: 2 Aug 22
Utility
Label-based information deficiency processing
10 Oct 23
There is a need for more effective and efficient information deficiency processing.
Donald W. James, Kathrin Bujna, Daniel J. Mulcahy
Filed: 21 Jan 20