Method for automatic identification of segmented regions of a heart, the method being executed by a control unit and including the steps of: acquiring a heart mesh that is a 3D graphical representation of the heart, including a left ventricle, a right ventricle, a heart apex and a heart base; determining a heart base plane corresponding to the heart base; determining, based on the heart base and the heart apex, a left ventricular axis extending across the left ventricle, from the heart apex to the heart base; using the heart base plane and the left ventricular axis to identify segmented regions indicative of the left ventricle and the right ventricle, each segmented region being a respective portion of the heart mesh satisfying a respective first criterion about a distance range from the heart base plane and a respective second criterion about a circumferential angular range about the left ventricular axis.
Method for generating an activation map indicative of a time propagation of an action potential wavefront in a heart of a patient, the method being executed by a control unit and comprising the steps of: acquiring measured electrocardiography, ECG, data of the patient; generating, based on white noise, at least one set of identification parameters, each set of identification parameters identifying respective random ECG data and a respective random activation map that is indicative of a respective time propagation of a random action potential wavefront in the heart of the patient; generating, based on each set of identification parameters, said respective random ECG data; comparing the random ECG data and the measured ECG data to determine if there is correspondence between them; and if there is correspondence between the random ECG data and the measured ECG data, generating the activation map based on the at least one random activation map determined based on the at least one set of identification parameters used to obtain the random ECG data in correspondence with the measured ECG data.
Method, executed by a computer, for identifying a coronary sinus of a patient, comprising: receiving a 3D image of a body region of the patient; extracting 2D axial images of the 3D image taken along respective axial planes, 2D sagittal images of the 3D image taken along respective sagittal planes, and 2D coronal images of the 3D image taken along respective coronal planes; applying an axial neural network to each 2D axial image to generate a respective 2D axial probability map, a sagittal neural network to each 2D sagittal image to generate a respective 2D sagittal probability map, and a coronal neural network to each 2D coronal image to generate a respective 2D coronal probability map; generating, based on the 2D probability maps, a 3D mask of the coronary sinus of the patient.
G06V 10/32 - Normalisation of the pattern dimensions
G06V 10/774 - Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
G06V 10/82 - Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
G06V 10/44 - Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
G06V 10/25 - Determination of region of interest [ROI] or a volume of interest [VOI]
A61B 6/00 - Apparatus for radiation diagnosis, e.g. combined with radiation therapy equipment
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software relating to the medical field; Computer software for use in medical decision support systems; Machine learning software for healthcare; Artificial intelligence software for healthcare; Recorded data files; Data recorded electronically; Databases; Interactive databases; Electronic databases recorded on computer media; Application software; Bioinformatics software; Computer application software; Computer programmes for data processing; Data processing programs; Software; Data and image processing software for making three dimensional models; Interfaces for computers; Artificial intelligence apparatus; Artificial intelligence software; Artificial intelligence and machine learning software; Interactive software based on artificial intelligence; Data processing equipment; Artificial intelligence software for analysis; Cloud computing software; Machine learning software; Machine learning software for analysis. Automated processing of medical data; Data processing; Computerised data processing; Automated data processing; Electronic data processing; Online data processing services; On-line data processing services; Computerized file management. Designing of data processing programmes; Services for the design of electronic data processing software; Creation of computer programmes for data processing; Image processing software design; Medical research; Design and development of medical technology; Design and development of computer software for use with medical technology; Writing of programs for data processing; Writing of computer programs; Design, development and programming of computer software; Design and development of word processing software; Clinical research; Software as a service [SaaS] services featuring software for machine learning, deep learning and deep neural networks; Software as a service [SaaS] featuring software for deep neural networks; Platforms for artificial intelligence as software as a service [SaaS]; Software as a service [SaaS] featuring software for deep learning; Software as a service [SaaS] featuring software for machine learning; Software as a service [SaaS]; Research in the field of artificial intelligence technology; Development of data bases; Maintenance of data bases; Software development; Provision of information and data relating to medical and veterinary research and development; Research relating to data processing; Design and development of systems for data input, output, processing, display and storage; Design and development of data processing systems; Design and development of data display systems; Development and creation of computer programmes for data processing; Design and development of data processing software; Engineering services relating to automatic data processing; Compilation of data-processing programs; Programming of data processing programs; Preparation of data processing programmes; Creating programmes for data processing; Cloud computing.
09 - Scientific and electric apparatus and instruments
35 - Advertising and business services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Computer software relating to the medical field; Artificial intelligence software for healthcare; Machine learning software for healthcare; Computer software for use in medical decision support systems; Recorded data files; Data recorded electronically; Databases; Databases (electronic); Interactive databases; Electronic databases recorded on computer media; Computer documentation in electronic form; Application software; Computer programmes for data processing; Data processing terminals; Data processing programs recorded on machine-readable data carriers; Data and image processing software for making three dimensional models; Interfaces for computers; Artificial intelligence apparatus; Artificial intelligence software; Artificial intelligence software for analysis; Interactive software based on artificial intelligence; Artificial intelligence and machine learning software. Automated processing of medical data; Data processing; Computerised data processing; Automated data processing; Electronic data processing; Online data processing services; On-line data processing services; Computerized file management. Design and development of computer software for use with medical technology; Writing of programs for data processing; Installing computer programs; Computer programming for data processing; Engineering services relating to data processing; Compilation of data-processing programs; Design services for data processing systems; Creation of computer programmes for data processing; Research relating to data processing; Engineering services relating to automatic data processing; Design and development of data processing software; Design and development of systems for data input, output, processing, display and storage; Provision of information and data relating to medical and veterinary research and development; Maintenance of data bases; Development of data bases; Research in the field of artificial intelligence; Platforms for artificial intelligence as software as a service [SaaS]; Software as a service [SaaS] featuring software for deep neural networks; Software as a service [SaaS] services featuring software for machine learning, deep learning and deep neural networks; Medical research; Design and development of software for database management; Clinical research.
