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1. WO2020139906 - IMAGING MODALITY SMART FIND MAINTENANCE SYSTEMS AND METHODS

Publication Number WO/2020/139906
Publication Date 02.07.2020
International Application No. PCT/US2019/068516
International Filing Date 26.12.2019
IPC
G06Q 10/00 2012.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
CPC
G06N 3/04
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
G06N 3/0454
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
04Architectures, e.g. interconnection topology
0454using a combination of multiple neural nets
G06N 3/084
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
084Back-propagation
G06N 3/10
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
10Simulation on general purpose computers
G06Q 10/20
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
10Administration; Management
20Product repair or maintenance administration
G06T 2207/30168
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
2207Indexing scheme for image analysis or image enhancement
30Subject of image; Context of image processing
30168Image quality inspection
Applicants
  • GENERAL ELECTRIC COMPANY [US]/[US]
Inventors
  • NUTHI, Sridhar
  • ALLEN, Nicholas
Agents
  • KIM, Patrick
  • QUINN, Thomas F., Jr.
Priority Data
16/232,36726.12.2018US
Publication Language English (EN)
Filing Language English (EN)
Designated States
Title
(EN) IMAGING MODALITY SMART FIND MAINTENANCE SYSTEMS AND METHODS
(FR) SYSTÈMES ET PROCÉDÉS DE MAINTENANCE DE DÉTECTION INTELLIGENTE DE MODALITÉ D'IMAGERIE
Abstract
(EN)
Methods, apparatus, systems and articles of manufacture to provide an image modality maintenance smart find are disclosed. The example method includes identifying an imaging device based on an image of the imaging device. The method further includes determining at least one of a make, a model, or a modality of the imaging device based on the identification. The method further includes identifying a fleet of imaging devices corresponding to the imaging device. The method further includes storing error information corresponding to an issue of the imaging device in correspondence with the fleet of imaging devices and update a model corresponding to the fleet based on the error information. The method further includes deploying the model to a device of a technician.
(FR)
La présente invention concerne des procédés, des appareils, des systèmes et des articles manufacturés pour fournir une détection intelligente de maintenance de modalité d'image. Le procédé donné à titre d'exemple consiste à identifier un dispositif d'imagerie sur la base d'une image du dispositif d'imagerie. Le procédé comprend en outre la détermination d'au moins l'un parmi une taille, un modèle ou une modalité du dispositif d'imagerie sur la base de l'identification. Le procédé comprend en outre l'identification d'une flotte de dispositifs d'imagerie correspondant au dispositif d'imagerie. Le procédé consiste en outre à stocker des informations d'erreur correspondant à un problème du dispositif d'imagerie en correspondance avec la flotte de dispositifs d'imagerie et à mettre à jour un modèle correspondant à la flotte sur la base des informations d'erreur. Le procédé comprend en outre le déploiement du modèle sur un dispositif d'un technicien.
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