Method and system for purely geometric machine learning based fractional flow reserve

LM Itu, P Sharma, S Rapaka, T Passerini… - US Patent …, 2019 - Google Patents
A method and system for determining hemodynamic indices, such as fractional flow reserve
(FFR), for a location of interest in a coronary artery of a patient is disclosed. Medical image …

Machine learning using clinical and simulated data

C Villongco - US Patent 11,547,369, 2023 - Google Patents
A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood
flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular …

Identify ablation pattern for use in an ablation

C Villongco, AM Monko - US Patent 11,259,871, 2022 - Google Patents
Systems are provided for generating data representing elec tromagnetic states of a heart for
medical, scientific, research, and/or engineering purposes. The systems generate the data …

Generating simulated anatomies of an electromagnetic source

C Villongco - US Patent 11,564,641, 2023 - Google Patents
A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood
flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular …

Guiding implantation of an energy delivery component in a body

RJ Krummen - US Patent 11,338,131, 2022 - Google Patents
A system for guiding implantation of an energy delivery component of a cardiac pacing
device at a fixation location within a heart of a patient is provided. During a procedure to …

System and method for annotation of anatomical tree structures in 3d images

A Birenbaum, O Barasofsky - US Patent App. 17/518,421, 2022 - Google Patents
Abstract Systems and method of manually and automatically generating 3D models and
correcting 3D models by identifying vasculature withing image scan data and constructing a …

Augmentation of images with source locations

C Villongco - US Patent 12,048,488, 2024 - Google Patents
Abstract Systems are provided for generating data representing electromagnetic states of a
heart for medical, scientific, research, and/or engineering purposes. The systems generate …

Heart graphic display system

C Villongco - US Patent 11,490,845, 2022 - Google Patents
A system is provided for displaying heart graphic information relating to sources and source
locations of a heart disorder to assist in evaluation of the heart disorder. A heart graphic …

Bootstrapping a simulation-based electromagnetic output of a different anatomy

C Villongco - US Patent 11,344,263, 2022 - Google Patents
Abstract Systems are provided for generating data representing electromagnetic states of a
heart for medical, scientific, research, and/or engineering purposes. The systems generate …

Classification relating to atrial fibrillation based on electrocardiogram and non-electrocardiogram features

C Villongco - US Patent 12,064,215, 2024 - Google Patents
Abstract Systems are provided for generating data representing electromagnetic states of a
heart for medical, scientific, research, and/or engineering purposes. The systems generate …