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Dates : 12 setembro 2021 » 17 setembro 2020

Place : Oaxaca
México
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Organizer : Casa Matemática Oaxaca (CMO) in Mexico, and the Banff International Research Station for Mathematica


Description :

Recent remarkable advances in learning-based methods are revolutionizing the field of image analysis resulting in a paradigm shift towards data-driven approaches. These methods have already shown tremendous success in a wide range of applications from computer vision such as object detection and object category classifications. To perform efficiently though, such methods typically require a large number of training sample and this requirement is highly impractical or impossible in applications from medical imaging where it is very laborious and expensive to generate labeled data. Another drawback of learning-based method is that they do not come with provable performance guarantees. One remedy to such limitations is to combine data-driven methods with prior knowledge through mathematical and/or physical models in such a way to optimize processing, reconstruction and analysis of medical imaging data without the need of extensive training. This workshop will bring together researchers with a different background ranging from optimization, inverse problem, numerical and harmonic analysis and machine learning to advance state-of-the-art methods combining data- and model-driven approaches for medical imaging.


Casa Matemática Oaxaca (CMO) in Mexico, and the Banff International Research Station for Mathematica organises its event entitled Integration of Model- and Data-Driven Methods for Medical Imaging to be held from 12 setembro 2021 to 17 setembro 2020 in Oaxaca, México. It covers various areas of Matemática e Estatística including 0. For more information, visit the website of the conference or contact the organizer.
Matemática e Estatística; Informática;
Keywords: Analysis, Integration, Machine Learning
Add to calendar 2021-09-12 2020-09-17 Europe/London Integration of Model- and Data-Driven Methods for Medical Imaging https://www.sciencedz.net/pt/conference/74984-integration-of-model-and-data-driven-methods-for-medical-imaging Oaxaca - México Casa Matemática Oaxaca (CMO) in Mexico, and the Banff International Research Station for Mathematica

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Conferences and seminars in México
Conferences and seminars in México in 2021
Conferences and seminars in Matemática e Estatística
Conferences and seminars in Matemática e Estatística in 2021
Conferences and seminars in Matemática e Estatística in México
Conferences and seminars in Matemática e Estatística in México in 2021
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Disclaimer : Temos como objectivo proporcionar informações precisas e confiáveis sobre os próximos eventos, mas não podemos aceitar a responsabilidade para o texto de anúncios ou boa-fé dos organizadores do evento. Por favor, não hesite em contactar-nos se você observar informações incorretas ou enganosas e vamos tentar corrigi-lo.We are not involved in the organization of any of the events listed and we do not handle registration payments on behalf of the organizers.