Alvaro Fernandez Quilez
Førsteamanuensis II
Institutt for data- og elektroteknologi
Førsteamanuensis II
Pons, Maria Isabel; Mill, Jordi; Fernandez Quilez, Alvaro; Olivares, Andy L.; Silva, Etelvino; De Potter, Tom; Camara, Oscar
(2022)
Joint Analysis of Morphological Parameters and In Silico Haemodynamics of the Left Atrial Appendage for Thrombogenic Risk Assessment.Journal of interventional cardiology.
ISSN 0896-4327.
Volum 2022.
s.1-10.
DOI: 10.1155/2022/9125224
Fernandez Quilez, Alvaro
(2022)
Deep learning in radiology: ethics of data and on the value of algorithm transparency, interpretability and explainability.AI and Ethics.
ISSN 2730-5953.
Fernandez Quilez, Alvaro; Eftestøl, Trygve Christian; Kjosavik, Svein Reidar; Oppedal, Ketil
(2022)
Learning to triage by learning to reconstruct: a generative self-supervised approach for prostate cancer based on axial T2w MRI.Proceedings of SPIE, the International Society for Optical Engineering.
ISSN 0277-786X.
Volum 12033.
DOI: 10.1117/12.2610623
Minne, Petter; Fernandez Quilez, Alvaro; Aarsland, Dag; Ferreira, Daniel; Westman, Eric; Lemstra, Afina W.; Ten Kate, Mara; Padovani, Alessandro; Rektorova, Irene; Bonnani, Laura; Nobili, Flavio Mariano; Kramberger, Milica G.; Taylor, John-Paul; Hort, Jakub; Snædal, Jon; Blanc, Frederic; Antonini, Angelo; Oppedal, Ketil
(2022)
A study on 3D classical versus GAN-based augmentation for MRI brain image to predict the diagnosis of dementia with Lewy bodies and Alzheimer's disease in a European multi-center study.Proceedings of SPIE, the International Society for Optical Engineering.
ISSN 0277-786X.
Volum 12033.
DOI: 10.1117/12.2611339
Fernandez Quilez, Alvaro; Eftestøl, Trygve Christian; Kjosavik, Svein Reidar; Goodwin, Morten; Oppedal, Ketil
(2022)
Contrasting Axial T2W MRI for Prostate Cancer Triage: A Self-Supervised Learning Approach.IEEE International Symposium on Biomedical Imaging.
ISSN 1945-7928.
Fernandez Quilez, Alvaro; Parvez, Omer; Eftestøl, Trygve Christian; Kjosavik, Svein Reidar; Oppedal, Ketil
(2022)
Improving prostate cancer triage with GAN-based synthetically generated prostate ADC MRI.Proceedings of SPIE, the International Society for Optical Engineering.
ISSN 0277-786X.
Volum 12033.
DOI: 10.1117/12.2606557
Fernandez Quilez, Alvaro; Ullah, Habib; Eftestøl, Trygve Christian; Kjosavik, Svein Reidar; Oppedal, Ketil
(2022)
One class to rule them all: detection and classification of prostate tumors presence in bi-parametric MRI based on auto-encoders.Proceedings of SPIE, the International Society for Optical Engineering.
ISSN 0277-786X.
Volum 12033.
DOI: 10.1117/12.2602884
Fernandez Quilez, Alvaro; Eftestøl, Trygve Christian; Kjosavik, Svein Reidar; Goodwin, Morten; Oppedal, Ketil
(2022)
Multi-Planar T2W MRI for an Improved Prostate Cancer Lesion Classification.IEEE International Symposium on Biomedical Imaging.
ISSN 1945-7928.
Fernandez Quilez, Alvaro; Larsen, Steinar Valle; Goodwin, Morten; Gulsrud, Thor Ole; Kjosavik, Svein Reidar; Oppedal, Ketil
(2021)
Improving prostate whole gland segmentation in T2-weighted MRI with synthetically generated data. I: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).IEEE conference proceedings.
ISBN 9781665412469.
s.1915-1919.
Castellanos-Perilla, Nicolas; Borda, Miguel Germán; Fernandez Quilez, Alvaro; Aarsland, Vera Vårin Birkemo; Sønnesyn, Hogne; Cano-Gutierrez, Carlos Alberto
(2020)
Factors associated with functional loss among community‐dwelling Mexican older adults.Biomédica.
ISSN 0120-4157.
Volum 40.
Hefte 3.
s.546-556.
Fernandez Quilez, Alvaro; Tjersland, Trond; Podhraski, Andrijana; Gonzalez Velez, Maria Camila; Oppedal, Ketil
(2021)
EARLY DETECTION OF PSYCHOSIS IN PARKINSON’S DISEASE BASED ON NEUROPSYCHOLOGICAL TESTS AND DEMOGRAPHICS: A MACHINE LEARNING APPROACH.
International Conference on Alzheimer's&Parkinson's diseases;
2021-02-01 - 2021-02-05.