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1. (WO2019032723) SYSTEMS, DEVICES, AND METHODS FOR IMAGE PROCESSING TO GENERATE AN IMAGE HAVING PREDICTIVE TAGGING
Latest bibliographic data on file with the International BureauSubmit observation

Pub. No.: WO/2019/032723 International Application No.: PCT/US2018/045840
Publication Date: 14.02.2019 International Filing Date: 08.08.2018
IPC:
A61B 5/0275 (2006.01) ,G06K 9/66 (2006.01)
A HUMAN NECESSITIES
61
MEDICAL OR VETERINARY SCIENCE; HYGIENE
B
DIAGNOSIS; SURGERY; IDENTIFICATION
5
Measuring for diagnostic purposes; Identification of persons
02
Measuring pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography; Heart catheters for measuring blood pressure
026
Measuring blood flow
0275
using tracers, e.g. dye dilution
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
K
RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9
Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62
Methods or arrangements for recognition using electronic means
64
using simultaneous comparisons or correlations of the image signals with a plurality of references, e.g. resistor matrix
66
references adjustable by an adaptive method, e.g. learning
Applicants:
ALLEN INSTITUTE [US/US]; 615 Westlake Avenue N. Seattle, Washington 98109, US
Inventors:
JOHNSON, Gregory; US
OUNKOMOL, Chawin; US
COLLMAN, Forrest; US
SESHAMANI, Sharmishtaa; US
Agent:
LI, Chen; US
MILLS, Jeffrey K.; US
Priority Data:
62/543,33309.08.2017US
62/560,04318.09.2017US
62/568,74905.10.2017US
62/647,45623.03.2018US
62/651,76503.04.2018US
Title (EN) SYSTEMS, DEVICES, AND METHODS FOR IMAGE PROCESSING TO GENERATE AN IMAGE HAVING PREDICTIVE TAGGING
(FR) SYSTÈMES, DISPOSITIFS ET PROCÉDÉS DE TRAITEMENT D'IMAGE POUR GÉNÉRER UNE IMAGE PRÉSENTANT UN MARQUAGE PRÉDICTIF
Abstract:
(EN) A computing device, method, system, and instructions in a non-transitory computerreadable medium for performing image analysis on 3D microscopy images to predict localization and/or labeling of various structures or objects of interest, by predicting the location in such images at which a dye or other marker associated with such structures would appear. The computing device, method, and system receives sets of 3D images that include unlabeled images, such as transmitted light images or electron microscope images, and labeled images, such as images captured with fluorescence tagging. The computing device trains a statistical model to associate structures in the labeled images with the same structures in the unlabeled light images. The processor further applies the statistical model to a new unlabeled image to generate a predictive labeled image that predicts the location of a structure of interest in the new image.
(FR) La présente invention concerne un dispositif informatique, un procédé, un système et des instructions dans un support lisible par ordinateur non transitoire pour effectuer une analyse d'image sur des images de microscopie 3D afin de prédire la localisation et/ou le marquage de diverses structures ou de divers objets d'intérêt, par prédiction de l'emplacement dans de telles images où un colorant ou un autre marqueur associé à ces structures apparaît. Le dispositif informatique, le procédé et le système reçoivent des ensembles d'images 3D qui comprennent des images non marquées, telles que des images de lumière transmise ou des images de microscope électronique, et des images marquées, telles que des images capturées avec un marquage par fluorescence. Le dispositif informatique entraîne un modèle statistique pour associer des structures dans les images marquées aux mêmes structures dans les images de lumière non marquées. Le processeur applique en outre le modèle statistique à une nouvelle image non marquée pour générer une image marquée prédictive qui prédit l'emplacement d'une structure d'intérêt dans la nouvelle image.
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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 Organization (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (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)