Alvaro Fernandez-Quilez
Orcid: 0000-0001-7544-0797
According to our database1,
Alvaro Fernandez-Quilez
authored at least 19 papers
between 2021 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Deep learning in radiology: ethics of data and on the value of algorithm transparency, interpretability and explainability.
AI Ethics, February, 2023
Reconsidering evaluation practices in modular systems: On the propagation of errors in MRI prostate cancer detection.
CoRR, 2023
Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach.
CoRR, 2023
Prostate Age Gap (PAG): An MRI surrogate marker of aging for prostate cancer detection.
CoRR, 2023
CrossTransUnet: A New Computationally Inexpensive Tumor Segmentation Model for Brain MRI.
IEEE Access, 2023
Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Assessing Gender Fairness in EEG-Based Machine Learning Detection of Parkinson's Disease: A Multi-Center Study.
Proceedings of the 31st European Signal Processing Conference, 2023
Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
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 the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
Learning to triage by learning to reconstruct: a generative self-supervised approach for prostate cancer based on axial T2w MRI.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
One class to rule them all: detection and classification of prostate tumors presence in bi-parametric MRI based on auto-encoders.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
Improving prostate cancer triage with GAN-based synthetically generated prostate ADC MRI.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
Contrasting Axial T2W MRI for Prostate Cancer Triage: A Self-Supervised Learning Approach.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI.
CoRR, 2021
Improving Prostate Whole Gland Segmentation In T2-Weighted MRI With Synthetically Generated Data.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021