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1. (WO2018042211) MULTI-MODAL MEDICAL IMAGE PROCESSING
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Pub. No.: WO/2018/042211 International Application No.: PCT/GB2017/052583
Publication Date: 08.03.2018 International Filing Date: 05.09.2017
IPC:
G06T 7/00 (2017.01)
[IPC code unknown for G06T 7]
Applicants:
KHEIRON MEDICAL TECHNOLOGIES LTD [GB/GB]; Monmouth House 58-64 City Road London EC1Y 2AL, GB
Inventors:
KECSKEMETHY, Peter; GB
RIJKEN, Tobias; GB
Agent:
BARNES, Philip; GB
Priority Data:
1615051.805.09.2016GB
Title (EN) MULTI-MODAL MEDICAL IMAGE PROCESSING
(FR) TRAITEMENT MULTIMODAL D'IMAGES MÉDICALES
Abstract:
(EN) The present invention relates to the identification of regions of interest in medical images. More particularly, the present invention relates to the identification of regions of interest in medical images based on encoding and/or classification methods trained on multiple types of medical imaging data. Aspects and/or embodiments seek to provide a method for training an encoder and/or classifier based on multimodal data inputs in order to classify regions of interest in medical images based on a single modality of data input source.
(FR) La présente invention concerne l'identification de régions d'intérêt dans des images médicales. Plus particulièrement, la présente invention concerne l'identification de régions d'intérêt dans des images médicales sur la base de procédés d'encodage et/ou de classification avec apprentissage sur de multiples types de données d'imagerie médicale. Des aspects et/ou des modes de réalisation concernent un procédé d'apprentissage d'un encodeur et/ou d'un classificateur sur la base d'entrées de données multimodales afin de classer des régions d'intérêt dans des images médicales sur la base d'une modalité unique de source d'entrée de données.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)