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Constrained multiple instance learning for ulcerative colitis prediction using histological images

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Constrained multiple instance learning for ulcerative colitis prediction using histological images

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Del Amor, R.; Meseguer, P.; Lorenzo Parigi, T.; Villanacci, V.; Colomer, A.; Launet, L.; Bazarova, A.... (2022). Constrained multiple instance learning for ulcerative colitis prediction using histological images. Computer Methods and Programs in Biomedicine. 224:1-8. https://doi.org/10.1016/j.cmpb.2022.107012

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/192447

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Title: Constrained multiple instance learning for ulcerative colitis prediction using histological images
Author: del Amor, Rocío Meseguer, Pablo Lorenzo Parigi, Tommaso Villanacci, Vincenzo Colomer, Adrián Launet, Laetitia Bazarova, Alina Tontini, Gian Eugenio Bisschops, Raf De Hertogh, Gert Ferraz, Jose G. Götz, Martin Gui, Xianyong Hayee, Bu Hussain Lazarev, Mark Naranjo Ornedo, Valeriana
UPV Unit: Universitat Politècnica de València. Escuela Técnica Superior de Ingenieros de Telecomunicación - Escola Tècnica Superior d'Enginyers de Telecomunicació
Issued date:
Abstract:
[EN] Background and Objective: Ulcerative colitis (UC) is an inflammatory bowel disease (IBD) affecting the colon and the rectum characterized by a remitting-relapsing course. To detect mucosal inflammation as-sociated ...[+]
Subjects: Histologic remission , Location constraints , Neutrophils , Attention-embedding weights , Ulcerative colitis
Copyrigths: Reconocimiento - No comercial - Sin obra derivada (by-nc-nd)
Source:
Computer Methods and Programs in Biomedicine. (issn: 0169-2607 )
DOI: 10.1016/j.cmpb.2022.107012
Publisher:
Elsevier
Publisher version: https://doi.org/10.1016/j.cmpb.2022.107012
Project ID:
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-105142RB-C21/ES/CARACTERIZACION DE NEOPLASIAS DE CELULAS FUSIFORMES EN IMAGENES HISTOLOGICAS/
...[+]
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-105142RB-C21/ES/CARACTERIZACION DE NEOPLASIAS DE CELULAS FUSIFORMES EN IMAGENES HISTOLOGICAS/
info:eu-repo/grantAgreement/UPV//PAID-10-21/
info:eu-repo/grantAgreement/EC/H2020/860627/EU
info:eu-repo/grantAgreement/GVA//PROMETEO%2F2019%2F109//COMUNICACION Y COMPUTACION INTELIGENTES Y SOCIALES/
info:eu-repo/grantAgreement/GVA//INNEST%2F2021%2F321/
info:eu-repo/grantAgreement/GVA//IDIFEDER%2F2020%2F030/
info:eu-repo/grantAgreement/MIU//FPU20%2F05263/
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Thanks:
This work has received funding from Horizon 2020, the European Unions Framework Programme for Research and Innovation, under grant agreement No. 860627 (CLARIFY) , the Spanish Ministry of Economy and Competitiveness through ...[+]
Type: Artículo

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