-
Fernandez Quilez, Alvaro;
Andersen, Christoffer Gabrielsen;
Eftestøl, Trygve Christian;
Kjosavik, Svein Reidar;
Oppedal, Ketil
(2023)
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI.
Proceedings of the Northern Lights Deep Learning Workshop.
Volum 4.
DOI: 10.7557/18.6787
-
-
Anaya-Isaza, Andres;
Mera-Jimenez, Leonel;
Fernandez Quilez, Alvaro
(2023)
CrossTransUnet: A New Computationally Inexpensive Tumor Segmentation Model for Brain MRI.
IEEE Access.
ISSN 2169-3536.
Volum 11.
s.27066-27085.
DOI: 10.1109/ACCESS.2023.3257767
-
-
Fernandez Quilez, Alvaro;
Nordström, Jon Tobias;
Jäderling, Fredrik;
Kjosavik, Svein Reidar;
Eklund, Martin
(2023)
Prostate Age Gap: An MRI Surrogate Marker of Aging for Prostate Cancer Detection.
Journal of Magnetic Resonance Imaging.
ISSN 1053-1807.
DOI: 10.1002/jmri.29090
-
-
Kurbatskaya, Anna;
Jaramillo-Jiménez, Alberto;
Ochoa-Gomez, John Fredy;
Brønnick, Kolbjørn Kallesten;
Fernandez Quilez, Alvaro
(2023)
Assessing Gender Fairness in EEG-Based Machine Learning Detection of Parkinson's Disease: A Multi-Center Study.
European Signal Processing Conference.
ISSN 2076-1465.
DOI: 10.23919/EUSIPCO58844.2023.10289837
-
-
Kurbatskaya, Anna;
Jaramillo-Jiménez, Alberto;
Ochoa-Gomez, John Fredy;
Brønnick, Kolbjørn Kallesten;
Fernandez Quilez, Alvaro
(2023)
Machine Learning-Based Detection of Parkinson’s Disease From Resting-State EEG: A Multi-Center Study.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
ISSN 2694-0604.
DOI: 10.1109/EMBC40787.2023.10340700
-
-
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.
DOI: 10.1007/s43681-022-00161-9
-
-
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.
DOI: 10.1109/ISBI52829.2022.9761573
-
-
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.
DOI: 10.1109/ISBI52829.2022.9761514
-
-
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
-
-
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
-
-
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
(2022)
Deep learning for an improved
diagnostic pathway of prostate cancer
in a small multi-parametric magnetic
resonance data regime.
Universitetet i Stavanger.
ISBN 978-82-8439-090-1.
-
-
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.
DOI: 10.1109/ISBI48211.2021.9433793
-
-
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.
DOI: 10.7705/biomedica.5380
-
