Alvaro Fernandez-Quilez

24 papers Journal 11Unranked 13

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	On Undesired Emergent Behaviors in Compound Prostate Cancer Detection Systems. CaPTion@MICCAI Erlend Sortland Rolfsnes, Philip Thangngat, Trygve Eftestøl, Tobias Nordström, Fredrik Jäderling, Martin Eklund, Alvaro Fernandez-Quilez
2024	—	`conf`	Segmentation Uncertainty with Statistical Guarantees in Prostate MRI. EUSIPCO Kevin Mekhaphan Nguyen, Alvaro Fernandez-Quilez
2023	—	`conf`	3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI. NLDL Alvaro Fernandez-Quilez, Christoffer Gabrielsen Andersen, Trygve Eftestøl, Svein Reidar Kjosavik, Ketil Oppedal
2023	—	`conf`	Assessing Gender Fairness in EEG-Based Machine Learning Detection of Parkinson's Disease: A Multi-Center Study. EUSIPCO Anna Kurbatskaya, Alberto Jaramillo-Jimenez, John Fredy Ochoa-Gómez, Kolbjørn Brønnick, Alvaro Fernandez-Quilez
2023	J	`jnl`	Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center study. CoRR Anna Kurbatskaya, Alberto Jaramillo-Jimenez, John Fredy Ochoa-Gómez, Kolbjørn Brønnick, Alvaro Fernandez-Quilez
2023	J	`jnl`	CrossTransUnet: A New Computationally Inexpensive Tumor Segmentation Model for Brain MRI. IEEE Access Andres J. Anaya-Isaza, Leonel Mera-Jiménez, Alvaro Fernandez-Quilez
2023	J	`jnl`	Deep learning in radiology: ethics of data and on the value of algorithm transparency, interpretability and explainability. AI Ethics Alvaro Fernandez-Quilez
2023	J	`jnl`	Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach. CoRR Tim Nikolass Lindeijer, Tord Martin Ytredal, Trygve Eftestøl, Tobias Nordström, Fredrik Jäderling, Martin Eklund, Alvaro Fernandez-Quilez
2023	—	`conf`	Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study. EMBC Anna Kurbatskaya, Alberto Jaramillo-Jimenez, John Fredy Ochoa-Gómez, Kolbjørn Brønnick, Alvaro Fernandez-Quilez
2023	J	`jnl`	Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study. CoRR Anna Kurbatskaya, Alberto Jaramillo-Jimenez, John Fredy Ochoa-Gómez, Kolbjørn Brønnick, Alvaro Fernandez-Quilez
2023	—	`conf`	Out-of-Distribution Multi-view auto-Encoders for Prostate Cancer Lesion Detection. ISBI Alvaro Fernandez-Quilez, Linas Vidziunas, Ørjan Kløvfjell Thoresen, Ketil Oppedal, Svein Reidar Kjosavik, Trygve Eftestøl
2023	J	`jnl`	Out-of-distribution multi-view auto-encoders for prostate cancer lesion detection. CoRR Alvaro Fernandez-Quilez, Linas Vidziunas, Ørjan Kløvfjell Thoresen, Ketil Oppedal, Svein Reidar Kjosavik, Trygve Eftestøl
2023	J	`jnl`	Prostate Age Gap (PAG): An MRI surrogate marker of aging for prostate cancer detection. CoRR Alvaro Fernandez-Quilez, Tobias Nordström, Fredrik Jäderling, Svein Reidar Kjosavik, Martin Eklund
2023	J	`jnl`	Reconsidering evaluation practices in modular systems: On the propagation of errors in MRI prostate cancer detection. CoRR Erlend Sortland Rolfsnes, Philip Thangngat, Trygve Eftestøl, Tobias Nordström, Fredrik Jäderling, Martin Eklund, Alvaro Fernandez-Quilez
2022	J	`jnl`	3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI. CoRR Alvaro Fernandez-Quilez, Christoffer Gabrielsen Andersen, Trygve Eftestøl, Svein Reidar Kjosavik, Ketil Oppedal
2022	—	`conf`	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. Computer-Aided Diagnosis Petter Minne, Alvaro Fernandez-Quilez, Dag Aarsland, Daniel Ferreira, Eric Westman, Afina W. Lemstra, Mara ten Kate, Alessandro Padovani, Irena Rektorová, Laura Bonanni, Flavio Nobili, Milica G. Kramberger, John-Paul Taylor, Jakub Hort, Jón Snædal, Frédéric Blanc, Angelo Antonini, Ketil Oppedal
2022	—	`conf`	Contrasting Axial T2W MRI for Prostate Cancer Triage: A Self-Supervised Learning Approach. ISBI Alvaro Fernandez-Quilez, Trygve Eftestøl, Svein Reidar Kjosavik, Morten Goodwin, Ketil Oppedal
2022	—	`conf`	Improving prostate cancer triage with GAN-based synthetically generated prostate ADC MRI. Computer-Aided Diagnosis Alvaro Fernandez-Quilez, Omer Parvez, Trygve Eftestøl, Svein Reidar Kjosavik, Ketil Oppedal
2022	—	`conf`	Learning to triage by learning to reconstruct: a generative self-supervised approach for prostate cancer based on axial T2w MRI. Computer-Aided Diagnosis Alvaro Fernandez-Quilez, Trygve Eftestøl, Svein Reidar Kjosavik, Ketil Oppedal
2022	—	`conf`	Multi-Planar T2W MRI for an Improved Prostate Cancer Lesion Classification. ISBI Alvaro Fernandez-Quilez, Trygve Eftestøl, Svein Reidar Kjosavik, Morten Goodwin, Ketil Oppedal
2022	—	`conf`	One class to rule them all: detection and classification of prostate tumors presence in bi-parametric MRI based on auto-encoders. Computer-Aided Diagnosis Alvaro Fernandez-Quilez, Habib Ullah, Trygve Eftestøl, Svein Reidar Kjosavik, Ketil Oppedal
2021	—	`conf`	Improving Prostate Whole Gland Segmentation In T2-Weighted MRI With Synthetically Generated Data. ISBI Alvaro Fernandez-Quilez, Steinar Valle Larsen, Morten Goodwin, Thor Ole Gulsrud, Svein Reidar Kjosavik, Ketil Oppedal
2021	J	`jnl`	Improving prostate whole gland segmentation in t2-weighted MRI with synthetically generated data. CoRR Alvaro Fernandez-Quilez, Steinar Valle Larsen, Morten Goodwin, Thor Ole Gulsrud, Svein Reidar Kjosavik, Ketil Oppedal
2021	J	`jnl`	Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI. CoRR Alvaro Fernandez-Quilez, Trygve Eftestøl, Morten Goodwin, Svein Reidar Kjosavik, Ketil Oppedal