Decision Support and Information Management System for Breast Cancer

Classification of mammographic microcalcification clusters with machine learning confidence levels

Autori: Andrik Rampun, Hui Wang, Bryan Scotney, Philip Morrow, Reyer Zwiggelaar
Pubblicato in: 14th International Workshop on Breast Imaging (IWBI 2018), 2018, Pagina/e 35, ISBN 9781-510620087
Editore: SPIE
DOI: 10.1117/12.2318058

Local Septenary Patterns for Breast Density Classification in Mammograms

Autori: Rampun, Andrik; Scotney, Bryan; Wang, Hui; Morrow, Philip
Pubblicato in: Irish Machine Vision and Image Processing 2018 (IMVIP 2018), Numero 1, 2018
Editore: Irish Machine Vision and Image Processing 2018 (IMVIP 2018)
DOI: 10.5281/zenodo.1465955

Architecture for a Multimodal and Domain-Independent Clinical Decision Support System Software Development Kit.

Autori: Muro, Naiara; Larburu, Nekane; Torres, Jordi; Kerexetab, Jon; Artolab, Garazi; Arrueb, Mónica; Macía, Iván; Séroussi, Brigitte
Pubblicato in: 41st International Engineering in Medicine and Biology Conference (EMBC2019), Numero 1, 2019
Editore: 41st International Engineering in Medicine and Biology Conference (EMBC2019)
DOI: 10.5281/zenodo.3353723

Feature selection and weighing for case-based reasoning system using random forests

Autori: Booma Devi Sekar, Hui Wang
Pubblicato in: Data Science and Knowledge Engineering for Sensing Decision Support, 2018, Pagina/e 421-429, ISBN 978-981-327-323-8
Editore: WORLD SCIENTIFIC
DOI: 10.1142/9789813273238_0055

Weighting Experience-Based Decision Support on the Basis of Clinical Outcomes' Assessment

Autori: Muro, Naiara; Larburu, Nekane; Bouaud, Jacques; Seroussi, Brigitte
Pubblicato in: Studies in Health Technology and Informatics,, Numero Volume 244: The Practice of Patient Centered Care: Empowering and Engaging Patients in the Digital Era, 2017, Pagina/e 33 - 37
Editore: IOS Press
DOI: 10.3233/978-1-61499-824-2-33

Confidence Analysis for Breast Mass Image Classification

Autori: Andrik Rampun, Hui Wang, Bryan Scotney, Philip Morrow, Reyer Zwiggelaar
Pubblicato in: 2018 25th IEEE International Conference on Image Processing (ICIP), 2018, Pagina/e 2072-2076, ISBN 978-1-4799-7061-2
Editore: IEEE
DOI: 10.1109/ICIP.2018.8451782

Combining the Generic Entity-Attribute-Value Model and Terminological Models into a Common Ontology to Enable Data Integration and Decision Support.

Autori: Bouaud, Jacques; Guézennec, Gilles; Séroussi, Brigitte
Pubblicato in: Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018, Numero 1, 2018, Pagina/e 541 - 545
Editore: European Federation for Medical Informatics (EFMI) and IOS Press
DOI: 10.3233/978-1-61499-852-5-541

Implementing Guideline-Based, Experience-Based, and Case-Based Approaches to Enrich Decision Support for the Management of Breast Cancer Patients in the DESIREE Project

Autori: Seroussi, Brigitte; Lamy, Jean-Baptiste; Muro, Naiara; Larburu, Nekane; Sekar, Booma Devi; Guézennec, Gilles; Bouaud, Jacques
Pubblicato in: Volume 255: Decision Support Systems and Education,, Numero 1, 2018, Pagina/e 190 - 194.
Editore: IOS Press
DOI: 10.3233/978-1-61499-921-8-190

Reconciliation of multiple guidelines for decision support: a case study on the multidisciplinary management of breast cancer within the DESIREE project.

Autori: Séroussi, Brigitte; Guezennec, Gilles; Lamy, Jean-Baptiste; Muro, Naiara; Larburu, Nekane; Sekar, Booma Devi; Prebet, Coralie; Bouaud, Jacques
Pubblicato in: AMIA Annual Symposium Proceedings, Online Archive, ©2017 AMIA, Numero 2, 2017, Pagina/e PMID: 29854222
Editore: AMIA Annual Symposium Proceedings, Online Archive
DOI: 10.5281/zenodo.1466821

Taking into Account the Complementarity of Contemporary Breast Cancer Guidelines to Leverage Decision Support in the DESIREE Project.

Autori: Prebet, Coralie; Bouaud, Jacques; Guézennec, Gilles; Seroussi, Brigitte
Pubblicato in: Volume 247: Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, Numero 2, 2018, Pagina/e 755 - 759
Editore: European Federation for Medical Informatics (EFMI) and IOS Press
DOI: 10.3233/978-1-61499-852-5-755

Gathering Real World Evidence Through the Evaluation of Decision History

Autori: Muro, Naiara; Larburu, Nekane; Jacques Bouaud; Brigitte Seroussi
Pubblicato in: Studies in Health Technology and Informatics: 262: Health Informatics Vision: From Data via Information to Knowledge, Numero 2, 2019, Pagina/e 134 - 137
Editore: IOS Press
DOI: 10.3233/SHTI190035

Breast Cancer Digital Patient Model to Capture and Visualize Real World Data

Autori: Larburu, Nekane; Arrúe, Mónica; Macía, Iván; Kerexeta, Jon; Muro, Naiara
Pubblicato in: Numero 4, 2019
Editore: 32th IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS2019)
DOI: 10.5281/zenodo.3353629

Breast Density Classification using Local Septenary Patterns: A Multi-resolution and Multi-Topology Approach

Autori: Rampun, Andrik; Scotney, Bryan W.; Morrow, Philip J.; Wang, Hui
Pubblicato in: Numero 4, 2019
Editore: 32nd IEEE CBMS International Symposium on Computer-Based Medical Systems (IEEE CBMS2019)
DOI: 10.5281/zenodo.3353623

Hierarchical visual case-based reasoning for supporting breast cancer therapy

Autori: Lamy, Jean-Baptiste; Sekar, Boomadevi; Guézennec, Gilles; Bouaud, Jacques; Séroussi, Brigitte
Pubblicato in: Numero 2, 2019
Editore: 5th International Conference on Advances in Biomedical Engineering (ICABME 2019)
DOI: 10.5281/zenodo.3353732

Using the Recommendations Inferred by a Decision Support System to Compare Breast Cancer Clinical Practice Guidelines.

Autori: Seroussi, B.; Prebet, C.; Ngo, C.; Teixeira, L.; Guézennec, G.; Bouaud, J.
Pubblicato in: Studies in Health Technology and Informatics: 258: ICT for Health Science Research, Numero 4, 2019, Pagina/e 60-64
Editore: IOS Press
DOI: 10.3233/978-1-61499-959-1-60

DESIREE - a web-based software ecosystem for the personalized, collaborative and multidisciplinary management of primary breast cancer

Autori: Nekane Larburu, Naiara Muro, Monica Arrue, Roberto Alvarez, Jon Kerexeta
Pubblicato in: 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), 2018, Pagina/e 1-2, ISBN 978-1-5386-4294-8
Editore: IEEE
DOI: 10.1109/healthcom.2018.8531099

Intelligent Clinical Decision Support Systems for Patient-Centered Healthcare in Breast Cancer Oncology

Autori: Boomadevi Sekar, Jean-Baptiste Lamy, Naiara Muro, Amaia Ugarriza Pinedo, Brigitte Seroussi, Nekane Larburu, Gilles Guezennec, Jacques Bouaud, Frank Guijarro Masero, Monica Arrue, Hui Wang
Pubblicato in: 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), 2018, Pagina/e 1-6, ISBN 978-1-5386-4294-8
Editore: IEEE
DOI: 10.1109/healthcom.2018.8531128

Exploring Breast Cancer Patterns for Different Outcomes using Artificial Intelligence

Autori: Nekane Larburu, Monica Arrue, Naiara Muro, Roberto Alvarez, Jon Kerexeta
Pubblicato in: 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), 2018, Pagina/e 1-6, ISBN 978-1-5386-4294-8
Editore: IEEE
DOI: 10.1109/healthcom.2018.8531192

Breast Mass Classification in Mammograms using Ensemble Convolutional Neural Networks

Autori: Andrik Rampun, Bryan W. Scotney, Philip J. Morrow, Hui Wang
Pubblicato in: 2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), 2018, Pagina/e 1-6, ISBN 978-1-5386-4294-8
Editore: IEEE
DOI: 10.1109/healthcom.2018.8531154

Breast cancer normal tissue complication modelling and parameter uncertainties

Autori: Sachpazidis, Ilias; Brualla González, Luis; Roselló Ferrando, Joan; González Sanchis, Amparo; Droukopoulos, Andreas; Papatheodorou, Athina; Azpíroz Puente, Marina
Pubblicato in: Not part of the Proceedings, Numero 1, 2017
Editore: Innovation in Medicine and Healthcare 2017 (InMed 2017)
DOI: 10.5281/zenodo.883865

Augmenting Guideline-based CDSS with Experts’ Knowledge

Autori: Nekane Larburu, Naiara Muro, Iván Macía, Eider Sánchez, Hui Wang, John Winder, Jacques Boaud, Brigitte Séroussi
Pubblicato in: Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies, Numero Volume 5, 2017, Pagina/e 370-376, ISBN 978-989-758-213-4
Editore: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006213903700376

Advanced Clinical Decision Support Systems Beyond Clinical Guidelines

Autori: Larburu, Nekane; Muro, Naiara
Pubblicato in: Numero 3, 2017
Editore: Congreso Europeo de Salud Digital: Innovando para avanzar que se celebrará en Donostia-San Sebastián
DOI: 10.5281/zenodo.884510

Breast Density Classification Using Multiresolution Local Quinary Patterns in Mammograms

Autori: Andrik Rampun, Philip Morrow, Bryan Scotney, John Winder
Pubblicato in: Proceedings of 21st Annual Conference on Medical Image Understanding and Analysis (MIUA 2017), 11 - 13 July 2017, Edinburgh, UK, Numero Communications in Computer and Information Science book series (CCIS) volume 723, July 2017, 2017, Pagina/e 365-376
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-60964-5_32

A Quantitative Study of Local Ternary Patterns for Risk Assessment in Mammography

Autori: Andrik Rampun, Philip J. Morrow, Bryan W. Scotney, John Winder
Pubblicato in: Proceedings of International Conference on Innovation in Medicine and Healthcare (KES InMed 2017), 21-23 June 2017, Vilamoura, Portugal, Numero Smart Innovation, Systems and Technologies, vol 71, June 2017, 2017, Pagina/e 283-286
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-59397-5_31

Breast Density Classification Using Local Ternary Patterns in Mammograms

Autori: Andrik Rampun, Philip Morrow, Bryan Scotney, John Winder
Pubblicato in: Proceedings of 14th International Conference on Image Analysis and Recognition (ICIAR 2017), 5-7 July 2017, Montreal, Canada, Numero Lecture Notes in Computer Science, vol 10317, July 2-17, 2017, Pagina/e 463-470
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-59876-5_51

Multimodal Imaging of the Breast to Retrieve the Reference State in the Absence of Gravity Using Finite Element Modeling

Autori: Remi Salmon, Thanh Chau Nguyen, Linda W. Moore, Barbara L. Bass, Marc Garbey
Pubblicato in: Proceedings of International Conference on Innovation in Medicine and Healthcare (KES InMed 2017), 21-23 June 2017, Vilamoura, Portugal, Numero Smart Innovation, Systems and Technologies, vol 71, 2017, 2017, Pagina/e 254-263
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-59397-5_27

Augmenting Guideline Knowledge with Non-Compliant Clinical Decisions: Experience-Based Decision Support

Autori: Naiara Muro, Nekane Larburu, Jacques Bouaud, Jon Belloso, Gerardo Cajaraville, Ander Urruticoechea, Brigitte Séroussi
Pubblicato in: Proceedings of International Conference on Innovation in Medicine and Healthcare (KES InMed 2017), 21-23 June 2017, Vilamoura, Portugal, Numero Smart Innovation, Systems and Technologies, vol 71, June 2017, 2017, Pagina/e 217-226
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-59397-5_23

Clinical and genetic data exploitation for the breast unit management

Autori: Cabo Díez, M.; Moraga Alapont, P.; Azpíroz Puente, M.
Pubblicato in: Not part of the Proceedings (Abstract), Numero 3, 2017
Editore: Innovation in Medicine and Healthcare 2017 (InMed 2017)
DOI: 10.5281/zenodo.996238

Case-Based Decision Support System for Breast Cancer Management

Autori: Booma Devi Sekar, Jean-Baptiste Lamy, Nekane Larburu, Brigitte Séroussi, Gilles Guézennec, Jacques Bouaud, Naiara Muro, Hui Wang, Jun Liu
Pubblicato in: International Journal of Computational Intelligence Systems, Numero 12/1, 2018, Pagina/e 28, ISSN 1875-6883
Editore: Atlantis Press
DOI: 10.2991/ijcis.2018.25905180

Explainable artificial intelligence for breast cancer: A visual case-based reasoning approach

Autori: Jean-Baptiste Lamy, Boomadevi Sekar, Gilles Guezennec, Jacques Bouaud, Brigitte Séroussi
Pubblicato in: Artificial Intelligence in Medicine, Numero 94, 2019, Pagina/e 42-53, ISSN 0933-3657
Editore: Elsevier BV
DOI: 10.1016/j.artmed.2019.01.001

Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Autori: Andrik Rampun, Karen López-Linares, Philip J. Morrow, Bryan W. Scotney, Hui Wang, Inmaculada Garcia Ocaña, Grégory Maclair, Reyer Zwiggelaar, Miguel A. González Ballester, Iván Macía
Pubblicato in: Medical Image Analysis, Numero 57, 2019, Pagina/e 1-17, ISSN 1361-8415
Editore: Elsevier BV
DOI: 10.1016/j.media.2019.06.007

Breast Density Classification Using Local Quinary Patterns with Various Neighbourhood Topologies

Autori: Andrik Rampun, Bryan Scotney, Philip Morrow, Hui Wang, John Winder
Pubblicato in: Journal of Imaging, Numero 4/1, 2018, Pagina/e 14, ISSN 2313-433X
Editore: MDPI AG
DOI: 10.3390/jimaging4010014

Segmentation of breast MR images using a generalised 2D mathematical model with inflation and deflation forces of active contours

Autori: Andrik Rampun, Bryan W. Scotney, Philip J. Morrow, Hui Wang, John Winder
Pubblicato in: Artificial Intelligence in Medicine, Numero 97, 2019, Pagina/e 44-60, ISSN 0933-3657
Editore: Elsevier BV
DOI: 10.1016/j.artmed.2018.10.007

Fully automated breast boundary and pectoral muscle segmentation in mammograms

Autori: Andrik Rampun, Philip J. Morrow, Bryan W. Scotney, John Winder
Pubblicato in: Artificial Intelligence in Medicine, Numero 79, 2017, Pagina/e 28-41, ISSN 0933-3657
Editore: Elsevier BV
DOI: 10.1016/j.artmed.2017.06.001

DESIREE Project. Web-based software ecosystem for the personalized, collaborative and multidisciplinary management of primary breast cancer

Autori: Muro Amuchastegui, Naiara; Larburu Rubio, Nekane
Pubblicato in: POSTER, Numero 1, 2018
Editore: ONCO EMERGENCE FORUM 2018
DOI: 10.5281/zenodo.1486626

DESIREE DEMO - a web-based software ecosystem for the personalized, collaborative and multidisciplinary management of primary breast cancer

Autori: Larburu, Nekane; Muro, Naiara; Macía, Iván
Pubblicato in: Numero 2, 2019
Editore: 32th IEEE International Symposium on Computer-Based Medical Systems (IEEE CBMS2019)
DOI: 10.5281/zenodo.3353636

DESIREE - Decision Support and Information Management System for Breast Cancer

Autori: Azpíroz Puente, Marina
Pubblicato in: Numero 1, 2016
Editore: 35th Congress of Spanish Society of Senology and Mammary Pathology (SESPM 2016)
DOI: 10.5281/zenodo.1466892

Clinical study and multiscale modeling to predict the esthetic outcome of Breast Conservative Therapy

Autori: Salmon, Remi; Nguyen, Thanh Chau; Lesage, Anne-Cecile; Bass, Barbara L; Garbey, Marc
Pubblicato in: Numero 1, 2017
Editore: 10th Anniversary Multiscale Modeling Consortium Meeting (IMAG)
DOI: 10.5281/zenodo.804603

Predictive Multiscale Modeling For Breast Conserving Therapy

Autori: Salmon, Remi; Nguyen, Thanh Chau; Lesage, Anne-Cecile; Garbey, Marc
Pubblicato in: Numero 1, 2016
Editore: 6th Annual International Conference in Computational Surgery (Cosine 6)
DOI: 10.5281/zenodo.803986

Augmenting Guideline-Based CDSS with Experts' Knowledge

Autori: Larburu Nekane; Muro Naiara; Macia Ivan; Sanchez Eider; Wang Hui; Winder John; Bouaud Jacques; Seroussi Brigitte
Pubblicato in: Numero 1, 2017
Editore: 10th International Conference on Health Informatics (HEALTHINF2017)
DOI: 10.5281/zenodo.802888

Multiscale modelling and decision support applied to breast cancer management - Overview of DESIREE project

Autori: Macia, Ivan
Pubblicato in: Numero 4, 2016
Editore: 6th Annual International Conference in Computational Surgery (Cosine 6)
DOI: 10.5281/zenodo.884359

DESIREE Decision Support and Information System for Breast Cancer

Autori: Macia, Ivan
Pubblicato in: Numero 3, 2016
Editore: eHealthWeek16 - Speakers' Corner
DOI: 10.5281/zenodo.884173

The Clinician's Perspective: What do we need?

Autori: Bass, Barbara L.
Pubblicato in: Numero 3, 2016
Editore: 6th Annual International Conference in Computational Surgery (Cosine 6)
DOI: 10.5281/zenodo.884409

Image based breast and tumour characterization WP3 - ANALYZE

Autori: Winder, John; Wang, Hui; Morrow, Philip; Scotney, Bryan; Maclair, Gregory; Macia, Ivan
Pubblicato in: Numero 3, 2016
Editore: 6th Annual International Conference in Computational Surgery (Cosine 6)
DOI: 10.5281/zenodo.884413

Implementation of Decision Support Methods and Tools in the Management of Breast Cancer Patients

Autori: Séroussi, Brigitte; Bouaud, Jacques
Pubblicato in: Numero 3, 2016
Editore: 6th Annual International Conference in Computational Surgery (Cosine 6)
DOI: 10.5281/zenodo.884421

Development of an Advanced Clinical Decision Support System: Enriching the Guideline-Based Knowledge with Experience

Autori: Muro Amuchastegui, Naiara
Pubblicato in: Not part of the Proceedings, Numero 2, 2017
Editore: 16th Conference on Artificial Intelligence in Medicine (AIME 2017), 21-24 June 2017
DOI: 10.5281/zenodo.996210

Sistemas Avanzados de Soporte a la Decisión Clínica mas allá de las Guías Clínicas

Autori: Larburu, Nekane; Muro, Naiara
Pubblicato in: Not part of the Proceedings (Presentation), Numero 1, 2017
Editore: Congreso Europeo de Salud Digital: Innovando para avanzar, 15-16 June 2017
DOI: 10.5281/zenodo.996171

Modélisations duales d'une ontologie et de règles pour la représentation des connaissances: application à la prise en charge du cancer du sein dans le projet européen DESIREE.

Autori: Bouaud, Jacques; Guezennec, Gilles; Séroussi, Brigitte
Pubblicato in: Not part of the Proceedings (Presentation), Numero 1, 2017
Editore: Intelligence Artificielle (PFIA 2017)
DOI: 10.5281/zenodo.997990

Case-Based Decision Support System with Contextual Bandits Learning for Similarity Retrieval Model Selection

Autori: Booma Devi Sekar, Hui Wang
Pubblicato in: Knowledge Science, Engineering and Management - 11th International Conference, KSEM 2018, Changchun, China, August 17–19, 2018, Proceedings, Part I, Numero 11061, 2018, Pagina/e 426-432, ISBN 978-3-319-99364-5
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-99365-2_37

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

Autori: 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
Pubblicato in: Innovation in Medicine and Healthcare Systems, and Multimedia - Proceedings of KES-InMed-19 and KES-IIMSS-19 Conferences, Numero 145, 2019, Pagina/e 147-156, ISBN 978-981-13-8565-0
Editore: Springer Singapore
DOI: 10.1007/978-981-13-8566-7_14

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