Improving Prostate Whole Gland Segmentation In T2-Weighted MRI With Synthetically Generated Data. - Alvaro Fernandez-Quilez; Steinar Valle Larsen; Morten Goodwin; Thor Ole Gulsrud; Svein Reidar Kjosavik; Ketil Oppedal (ISBI, 2021)

Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI. - Alvaro Fernandez-Quilez; Trygve Eftestøl; Morten Goodwin; Svein Reidar Kjosavik; Ketil Oppedal (CoRR, 2021)

Multi-Planar T2W MRI for an Improved Prostate Cancer Lesion Classification. - Alvaro Fernandez-Quilez; Trygve Eftestøl; Svein Reidar Kjosavik; Morten Goodwin; Ketil Oppedal (ISBI, 2022)

Contrasting Axial T2W MRI for Prostate Cancer Triage: A Self-Supervised Learning Approach. - Alvaro Fernandez-Quilez; Trygve Eftestøl; Svein Reidar Kjosavik; Morten Goodwin; Ketil Oppedal (ISBI, 2022)

Improving prostate cancer triage with GAN-based synthetically generated prostate ADC MRI. - Alvaro Fernandez-Quilez; Omer Parvez; Trygve Eftestøl; Svein Reidar Kjosavik; Ketil Oppedal (Computer-Aided Diagnosis, 2022)

One class to rule them all: detection and classification of prostate tumors presence in bi-parametric MRI based on auto-encoders. - Alvaro Fernandez-Quilez; Habib Ullah; Trygve Eftestøl; Svein Reidar Kjosavik; Ketil Oppedal (Computer-Aided Diagnosis, 2022)

Learning to triage by learning to reconstruct: a generative self-supervised approach for prostate cancer based on axial T2w MRI. - Alvaro Fernandez-Quilez; Trygve Eftestøl; Svein Reidar Kjosavik; Ketil Oppedal (Computer-Aided Diagnosis, 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. - Petter Minne; Alvaro Fernandez-Quilez; Dag Aarsland; Daniel Ferreira 003; Eric Westman; Afina W. Lemstra; Mara Ten Kate; Alessandro Padovani; Irena Rektorová; Laura Bonanni; Flavio Nobili; Milica G. Kramberger; et al. (Computer-Aided Diagnosis, 2022)

Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study. - Anna Kurbatskaya; Alberto Jaramillo-Jimenez; John Fredy Ochoa-Gómez; Kolbjørn Brønnick; Alvaro Fernandez-Quilez (EMBC, 2023)

Assessing Gender Fairness in EEG-Based Machine Learning Detection of Parkinson's Disease: A Multi-Center Study. - Anna Kurbatskaya; Alberto Jaramillo-Jimenez; John Fredy Ochoa-Gómez; Kolbjørn Brønnick; Alvaro Fernandez-Quilez (EUSIPCO, 2023)

Out-of-Distribution Multi-view auto-Encoders for Prostate Cancer Lesion Detection. - Alvaro Fernandez-Quilez; Linas Vidziunas; Ørjan Kløvfjell Thoresen; Ketil Oppedal; Svein Reidar Kjosavik; Trygve Eftestøl (ISBI, 2023)

3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI. - Alvaro Fernandez-Quilez; Christoffer Gabrielsen Andersen; Trygve Eftestøl; Svein Reidar Kjosavik; Ketil Oppedal (NLDL, 2023)

CrossTransUnet: A New Computationally Inexpensive Tumor Segmentation Model for Brain MRI. - Andres J. Anaya-Isaza; Leonel Mera-Jiménez; Alvaro Fernandez-Quilez (IEEE Access, 2023)

Prostate Age Gap (PAG): An MRI surrogate marker of aging for prostate cancer detection. - Alvaro Fernandez-Quilez; Tobias Nordström; Fredrik Jäderling; Svein Reidar Kjosavik; Martin Eklund (CoRR, 2023)

Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach. - Tim Nikolass Lindeijer; Tord Martin Ytredal; Trygve Eftestøl; Tobias Nordström; Fredrik Jäderling; Martin Eklund; Alvaro Fernandez-Quilez (CoRR, 2023)

Reconsidering evaluation practices in modular systems: On the propagation of errors in MRI prostate cancer detection. - Erlend Sortland Rolfsnes; Philip Thangngat; Trygve Eftestøl; Tobias Nordström; Fredrik Jäderling; Martin Eklund; Alvaro Fernandez-Quilez (CoRR, 2023)

Deep learning in radiology: ethics of data and on the value of algorithm transparency, interpretability and explainability. - Alvaro Fernandez-Quilez (AI Ethics, 2023)

Segmentation Uncertainty with Statistical Guarantees in Prostate MRI. - Kevin Mekhaphan Nguyen; Alvaro Fernandez-Quilez (EUSIPCO, 2024)

On Undesired Emergent Behaviors in Compound Prostate Cancer Detection Systems. - Erlend Sortland Rolfsnes; Philip Thangngat; Trygve Eftestøl; Tobias Nordström; Fredrik Jäderling; Martin Eklund; Alvaro Fernandez-Quilez (CaPTion@MICCAI, 2024)