Javier Alvarez Valle
Javier Alvarez Valle
Microsoft Research
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Evaluation of deep learning to augment image-guided radiotherapy for head and neck and prostate cancers
O Oktay, J Nanavati, A Schwaighofer, D Carter, M Bristow, R Tanno, ...
JAMA network open 3 (11), e2027426-e2027426, 2020
Active label cleaning for improved dataset quality under resource constraints
M Bernhardt, DC Castro, R Tanno, A Schwaighofer, KC Tezcan, ...
Nature communications 13 (1), 1-11, 2022
Machine learning for auto-segmentation in radiotherapy planning
K Harrison, H Pullen, C Welsh, O Oktay, J Alvarez-Valle, R Jena
Clinical Oncology 34 (2), 74-88, 2022
Secure medical image analysis with cryptflow
J Alvarez-Valle, P Bhatu, N Chandran, D Gupta, A Nori, A Rastogi, ...
arXiv preprint arXiv:2012.05064, 2020
Production-level open source privacy preserving inference in medical imaging
A Soin, P Bhatu, R Takhar, N Chandran, D Gupta, J Alvarez-Valle, ...
arXiv e-prints, arXiv: 2107.10230, 2021
Transmisión de datos por la red eléctrica
JÁ Valle, VG González, DG Fernández, GGM Hernández, DR Fernández, ...
Disponible online: http://www. victorgarcia. org/files/PLC-v2. 0RC. pdf …, 2005
Addressing the exorbitant cost of labeling medical images with active learning
S Rahimi, O Oktay, J Alvarez-Valle, S Bharadwaj
International Conference on Machine Learning in Medical Imaging and Analysis, 2021
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing
B Boecking, N Usuyama, S Bannur, DC Castro, A Schwaighofer, S Hyland, ...
arXiv preprint arXiv:2204.09817, 2022
Multi-institution encrypted medical imaging AI validation without data sharing
A Soin, P Bhatu, R Takhar, N Chandran, D Gupta, J Alvarez-Valle, ...
arXiv preprint arXiv:2107.10230, 2021
Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs
S Bannur, O Oktay, M Bernhardt, A Schwaighofer, R Jena, B Nushi, ...
arXiv preprint arXiv:2107.06618, 2021
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