Alvaro Fernandez Quilez | Universitetet i Stavanger

Alvaro Fernandez Quilez

Det teknisk-naturvitenskapelige fakultet
Institutt for data- og elektroteknologi

Publikasjoner

Tilbake

Vitenskapelige publikasjoner
- 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; 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.
  
  DOI: 10.1109/ISBI52829.2022.9761573
- 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.
  
  DOI: 10.1109/ISBI52829.2022.9761514
- 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
Bøker og kapitler
Formidling
- 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.
Kunstnerisk produksjon
Kommersialisering