WO2025003829 - DETERMINING CONDUCTIVITIES OF MEDICAL IMAGES BASED ON MEASURED RESISTANCES

National phase entry is expected:
Publication Number WO/2025/003829
Publication Date 02.01.2025
International Application No. PCT/IB2024/055958
International Filing Date 18.06.2024
Title **
[English] DETERMINING CONDUCTIVITIES OF MEDICAL IMAGES BASED ON MEASURED RESISTANCES
[French] DÉTERMINATION DE CONDUCTIVITÉS D'IMAGES MÉDICALES SUR LA BASE DE RÉSISTANCES MESURÉES
Applicants **
NOVOCURE GMBH
Inventors
BERGER, Brian
SHAPIRA, Nadav
Priority Data
63/524,511   30.06.2023   US
18/745,184   17.06.2024   US
Application details
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Quotation for National Phase entry

Country StagesTotal
China Filing, Examination, Granting2086
EPO Filing, Examination, Granting8159
Japan Filing, Examination, Granting2171
South Korea Filing, Examination, Granting2084
USA Filing, Examination, Granting4740
MasterCard Visa
Total: 19,240

The term for entry into the National Phase has expired. This quotation is for informational purposes only

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Abstract[English] A method for generating at least one transducer location for delivering tumor treating fields to a subject is provided. The method includes obtaining a medical image of a subject, the medical image having a plurality of voxels, the medical image representing a plurality of tissue types of the subject, wherein at least one voxel is associated with each tissue type. The method further includes determining, using a trained machine learning model and the medical image of the subject, conductivities for the tissue types of the subject in the medical image, the trained machine learning model trained with medical images of a plurality of other subjects and resistances obtained from the application of tumor treating fields to the other subjects. The method further includes identifying a location of a tumor in the medical image and generating at least one transducer location for delivering tumor treating fields to the subject.[French] L'invention concerne un procédé permettant de générer au moins un emplacement de transducteur pour délivrer des champs de traitement de tumeur à un sujet. Le procédé consiste à obtenir une image médicale d'un sujet, l'image médicale ayant une pluralité de voxels, l'image médicale représentant une pluralité de types de tissu du sujet, au moins un voxel étant associé à chaque type de tissu. Le procédé consiste en outre à déterminer, à l'aide d'un modèle d'apprentissage automatique entraîné et de l'image médicale du sujet, des conductivités pour les types de tissu du sujet dans l'image médicale, le modèle d'apprentissage automatique entraîné étant entraîné avec des images médicales d'une pluralité d'autres sujets et des résistances obtenues à partir de l'application de champs de traitement de tumeur aux autres sujets. Le procédé consiste en outre à identifier un emplacement d'une tumeur dans l'image médicale et à générer au moins un emplacement de transducteur pour délivrer des champs de traitement de tumeur au sujet.

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