Sandra Ortega-Martorell
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
6
Active years
2010–2022
Best venue rank
A*
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | IJCNN | Towards interpretable machine learning for clinical decision support. | Bradley Walters, Sandra Ortega-Martorell, Ivn Olier, Paulo J. G. Lisboa |
| 2021 | ESANN | The partial response SVM. | Bradley Walters, Sandra Ortega-Martorell, Ivn Olier, Paulo Lisboa |
| 2020 | IPMU | Explaining the Neural Network: A Case Study to Model the Incidence of Cervical Cancer. | Paulo J. G. Lisboa, Sandra Ortega-Martorell, Ivn Olier |
| 2019 | IJCNN | Scalable implementation of measuring distances in a Riemannian manifold based on the Fisher Information metric. | Ral V. Casaa Eslava, Jos David Martn-Guerrero, Sandra Ortega-Martorell, Paulo J. G. Lisboa, Ian H. Jarman |
| 2019 | IJCNN | Benchmarking multi-task learning in predictive models for drug discovery. | Philippa Grace McCabe, Sandra Ortega-Martorell, Ivn Olier |
| 2019 | IDEAL | A Comparative Assessment of Feed-Forward and Convolutional Neural Networks for the Classification of Prostate Lesions. | Sabrina Marnell, Patrick Riley, Ivn Olier, Marc Rea, Sandra Ortega-Martorell |
| 2019 | IDEAL | Comparative Analysis for Computer-Based Decision Support: Case Study of Knee Osteoarthritis. | Philippa Grace McCabe, Ivn Olier, Sandra Ortega-Martorell, Ian H. Jarman, Vasilios Baltzopoulos, Paulo Lisboa |
| 2016 | ESANN | A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases. | Victor Mocioiu, Nuno Miguel Pedrosa de Barros, Sandra Ortega-Martorell, Johannes Slotboom, Urspeter Knecht, Carles Ars, Alfredo Vellido, Margarida Juli-Sap |
| 2014 | CIDM | Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy. | Sandra Ortega-Martorell, Ivn Olier, Teresa Delgado-Goni, Magdalena Ciezka, Margarida Juli-Sap, Paulo J. G. Lisboa, Carles Ars |
| 2014 | CIDM | Automatic relevance source determination in human brain tumors using Bayesian NMF. | Sandra Ortega-Martorell, Ivn Olier, Margarida Juli-Sap, Carles Ars, Paulo J. G. Lisboa |
| 2012 | ESANN | Constructing similarity networks using the Fisher information metric. | Hctor Ruiz, Sandra Ortega-Martorell, Ian H. Jarman, Jos David Martn-Guerrero, Paulo J. G. Lisboa |
| 2012 | IJCNN | Towards interpretable classifiers with blind signal separation. | Hctor Ruiz, Ian H. Jarman, Jos David Martn-Guerrero, Sandra Ortega-Martorell, Alfredo Vellido, Enrique Romero, Paulo J. G. Lisboa |
| 2011 | ICDM | Brain Tumor Pathological Area Delimitation through Non-negative Matrix Factorization. | Sandra Ortega-Martorell, Paulo J. G. Lisboa, Alfredo Vellido, Rui V. Simes, Margarida Juli-Sap, Carles Ars |
| 2011 | IJCNN | Spectral decomposition methods for the analysis of MRS information from human brain tumors. | Sandra Ortega-Martorell, Alfredo Vellido, Paulo J. G. Lisboa, Margarida Juli-Sap, Carles Ars |
| 2010 | ESANN | Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis. | Sandra Ortega-Martorell, Ivn Olier, Alfredo Vellido, Margarida Juli-Sap, Carles Ars |