@inproceedings{861cacac1a0d4a83993d43862670a351,
title = "Advanced Image Processing Algorithms for Breast Cancer Decision Support and Information Management System",
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.",
keywords = "Breast, Cancer, Modeling, Radiomics, Segmentation",
author = "Garc{\'i}a, {M. Inmaculada} and Karen L{\'o}pez-Linares and Andrik Rampun and Scotney, {Bryan W.} and Morrow, {Philip J.} and Remi Salmon and Marc Garbey and Stefan Audersch and Marina Azp{\'i}roz and Romero, {Juan A.} and Vicente Belloch and Santab{\'a}rbara, {Jos{\'e} M.} and Ivan Macia",
note = "Funding Information: This research was undertaken as part of the Decision Support and Information Management System for Breast Cancer (DESIREE) project. The project has received funding from the European Union{\textquoteright}s Horizon 2020 research and innovation programme under grant agreement No. 690238. Funding Information: Acknowledgements This research was undertaken as part of the Decision Support and Information Management System for Breast Cancer (DESIREE) project. The project has received funding from the European Union{\textquoteright}s Horizon 2020 research and innovation programme under grant agreement No. 690238. Publisher Copyright: {\textcopyright} 2019, Springer Nature Singapore Pte Ltd.; KES International conferences on Innovation in Medicine and Healthcare, KES-InMed 2019 and Intelligent Interactive Multimedia Systems and Services, KES-IIMSS 2019 ; Conference date: 17-06-2019 Through 19-06-2019",
year = "2019",
doi = "10.1007/978-981-13-8566-7_14",
language = "English (US)",
isbn = "9789811385650",
series = "Smart Innovation, Systems and Technologies",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "147--156",
editor = "Howlett, {Robert J.} and Yen-Wei Chen and Jain, {Lakhmi C.} and Alfred Zimmermann",
booktitle = "Innovation in Medicine and Healthcare Systems, and Multimedia - Proceedings of KES-InMed 2019 and KES-IIMSS 2019 Conferences",
address = "Germany",
}