Search Publication
] . QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation--Analysis of Ranking Metrics and Benchmarking Results. Journal of Machine Learning for Biomedical Imaging. Submitted;.
. Artificial intelligence to predict positivity of sentinel lymph node biopsy in melanoma patients. In European Association of Dermato Oncology (EADO 2022). In Press.
. Biological Brain Age Prediction Using Machine Learning on Structural Neuroimaging Data: Multi-Cohort Validation Against Biomarkers of Alzheimer’s Disease and Neurodegeneration. In Alzheimer's Association International Conference. In Press.
. Generative Moment Matching Networks for Genotype Simulation. In 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22). In Press.
. Predicting Dog Phenotypes from Genotypes. In 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22). In Press.
. RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation. Multimedia Tools and Applications. In Press;. 
(10.03 MB)
(10.03 MB). Sentinel lymph node status prediction using self-attention networks and contrastive learning from routine histology images of primary tumours. In Medical Imaging with Deep Learning MIDL 2022. In Press.
. Sentinel lymph node status prediction with self-attention neural networks using histologies of primary melanoma tumours. In European Association of Dermato Oncology (EADO 2022). In Press.
. Sign Language Video Retrieval with Free-Form Textual Queries. In CVPR 2022 - CVF/IEEE Conference on Computer Vision and Pattern Recognition. In Press. (3.22 MB)
(3.22 MB). Structural Networks for Brain Age Prediction. In Medical Imaging with Deep Learning (MIDL 2022). In Press.
. Channel Redundancy and Overlap in Convolutional Neural Networks with Channel-Wise NNK Graphs. In International Conference on Acoustics, Speech and Signal Processing. 2022.
. Exploring Visual Representations for Sign Language Translation. . 2022. (700.12 KB)
(700.12 KB). Hiding Images in their Spoken Narratives. . 2022. (15.23 MB)
(15.23 MB). Machine Learning for Genomic Sequence Processing. . 2022 .
. Multimodal 3D Hand Pose Enhancement for Sign Language. . 2022 . (1.2 MB)
(1.2 MB). PixInWav: Residual Steganography for Hiding Pixels in Audio. In ICASSP. 2022. (5.77 MB)
(5.77 MB). Sign Language Translation based on Transformers for the How2Sign Dataset. . 2022 . (1.56 MB)
(1.56 MB). 2D-to-3D Lifting of Sign Language Body Poses with Recurrent Neural Networks. . Barcelona: UPC ETSETB TelecomBCN; 2021 . (340.44 KB)
(340.44 KB). 2D–3D Geometric Fusion network using Multi-Neighbourhood Graph Convolution for RGB-D indoor scene classification. Information Fusion. 2021;76. (771.86 KB)
(771.86 KB). Brain structural alterations in cognitively unimpaired individuals with discordant amyloid-β PET and CSF Aβ42 status: findings using Machine Learning. In Alzheimer's Association International Conference. 2021.
. Channel-Wise Early Stopping without a Validation Set via NNK Polytope Interpolation. In Asia Pacific Signal and Information Processing Association Annual Summit, APSIPA. Tokyo, Japan; 2021. (995.84 KB)
(995.84 KB). Deep Learning Representations for All (a.ka. the AI hype). 2021. (10.95 MB)
(10.95 MB). Deep variational autoencoders for population genetics: applications in classification, imputation, dimensionality reduction, and novel lossless data compression. In American Society of Human Genetics (ASHG). Virtual: ASHG; 2021.