Advanced Image Processing Algorithms for Breast Cancer Decision Support and Information Management System

M. Inmaculada García, Karen López-Linares, Andrik Rampun, Bryan W. Scotney, Philip J. Morrow, Remi Salmon, Marc Garbey, Stefan Audersch, Marina Azpíroz, Juan A. Romero, Vicente Belloch, José M. Santabárbara, Ivan Macia

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper reviews image analysis approaches developed within the DESIREE European project for the implementation of a decision support system (DSS) for breast cancer. These include robust algorithms for image segmentation, classification and imaging biomarker extraction, as well as a solution for the simulation of surgery outcomes, including a breast reconstruction module and a mechanical and healing model. These algorithms are integrated into the DSS to assist clinicians dealing with the heterogeneous information generated during the course of the disease.

Original languageEnglish (US)
Title of host publicationInnovation in Medicine and Healthcare Systems, and Multimedia - Proceedings of KES-InMed 2019 and KES-IIMSS 2019 Conferences
EditorsRobert J. Howlett, Yen-Wei Chen, Lakhmi C. Jain, Alfred Zimmermann
PublisherSpringer Science and Business Media Deutschland GmbH
Pages147-156
Number of pages10
ISBN (Print)9789811385650
DOIs
StatePublished - 2019
EventKES International conferences on Innovation in Medicine and Healthcare, KES-InMed 2019 and Intelligent Interactive Multimedia Systems and Services, KES-IIMSS 2019 - St. Julians, Malta
Duration: Jun 17 2019Jun 19 2019

Publication series

NameSmart Innovation, Systems and Technologies
Volume145
ISSN (Print)2190-3018
ISSN (Electronic)2190-3026

Other

OtherKES International conferences on Innovation in Medicine and Healthcare, KES-InMed 2019 and Intelligent Interactive Multimedia Systems and Services, KES-IIMSS 2019
CountryMalta
CitySt. Julians
Period6/17/196/19/19

Keywords

  • Breast
  • Cancer
  • Modeling
  • Radiomics
  • Segmentation

ASJC Scopus subject areas

  • Decision Sciences(all)
  • Computer Science(all)

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