VV
Verónica Vilaplana
cs.CVcs.LGstat.MLcs.AIeess.IVAlzheimer DiseaseAlzheimer's diseasecs.CYFruit detectionneuroimaging
On Valency
published · living versionsW_rx7bet86·v1 · currentpublished
Diffusion-Based Synthesis of Complete 3D Biparametric Prostate MRI
with Claudia Giardina, Montse Pardàs
1 version
W_ctyr365s·v1published
Preprints & journals
39 papers in the corpus · 2008–2026Diffusion-Based Synthesis of Complete 3D Biparametric Prostate MRI2610.31523v1 · Claudia Giardina, Montse Pardas, Ver'onica Vilaplana2026 · 0 citationsarXivon Valency
Cross-Modal Contrastive Learning for the Retrieval of Immunotherapy-Associated Molecular Signatures from Histopathology2610.05157v1 · Sigrid Vila-Bagaria, Mar Teixid'o, Miquel Pinol et al.2026 · 0 citationsarXiv
Zero-Cost Virtual RNA: Approximating Immunotherapy Signatures via Cross-Modal WSI Retrieval2608.00544v1 · Sigrid Vila-Bagaria, Mar Teixid'o, Miquel Pinol et al.2026 · 0 citationsarXiv
DALPHIN: Benchmarking Digital Pathology AI Copilots Against Pathologists on an Open Multicentric Dataset2605.03544v1 · Carlijn Lems, Sander Moonemans, Nat'alie Klub'ickov'a et al.2026 · 0 citationsarXiv
3D-StyleGAN2-ADA: Volumetric Synthesis of Realistic Prostate T2W MRI.41892932 · Giardina, Claudia, Vilaplana, Verónica2026 · 0 citationsJournal of imaging. 2026;12(3)
Layer-Wise Training of Graph Neural Networks With Self-Supervised Learning.40526554 · Pina, Oscar, Vilaplana, Veronica2025 · 2 citationsIEEE transactions on neural networks and learning systems. 2025;36(10):18437-18447
Neuroimaging-derived biological brain age and its associations with glial reactivity and synaptic dysfunction cerebrospinal fluid biomarkers.40221600 · Cumplido-Mayoral, Irene, Sánchez-Benavides, Gonzalo, Vilor-Tejedor, Natalia et al.2025 · 7 citationsMolecular psychiatry. 2025;30(8):3718-3728
Comparative analysis and interpretability of survival models for melanoma prognosis.40158455 · Hernández-Pérez, Carlos, Podlipnik, Sebastian, Ficapal, Joan et al.2025 · 3 citationsComputers in biology and medicine. 2025;190:110027
Cell Nuclei Detection and Classification in Whole Slide Images with Transformers2502.06307v1 · Oscar Pina, Eduard Dorca, Ver'onica Vilaplana2025 · 1 citationarXiv
BCN20000: Dermoscopic Lesions in the Wild.38886204 · Hernández-Pérez, Carlos, Combalia, Marc, Podlipnik, Sebastian et al.2024 · 495 citationsScientific data. 2024;11(1):641
The mediating role of neuroimaging-derived biological brain age in the association between risk factors for dementia and cognitive decline in middle-aged and older individuals without cognitive impairment: a cohort study.38555920 · Cumplido-Mayoral, Irene, Brugulat-Serrat, Anna, Sánchez-Benavides, Gonzalo et al.2024 · 22 citationsThe lancet. Healthy longevity. 2024;5(4):e276-e286
AmodalAppleSize_RGB-D dataset: RGB-D images of apple trees annotated with modal and amodal segmentation masks for fruit detection, visibility and size estimation.38274155 · Gené-Mola, Jordi, Ferrer-Ferrer, Mar, Hemming, Jochen et al.2024 · 14 citationsData in brief. 2024;52:110000
Layer-wise training for self-supervised learning on graphs2309.01503v1 · Oscar Pina, Ver'onica Vilaplana2023 · 0 citationsarXiv
Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort validation against biomarkers of Alzheimer's disease and neurodegeneration stratified by sex.37067031 · Cumplido-Mayoral, Irene, García-Prat, Marina, Operto, Grégory et al.2023 · 63 citationseLife. 2023;12
Feature propagation as self-supervision signals on graphs2303.08644v2 · Oscar Pina, Ver'onica Vilaplana2023 · 3 citationsarXiv
SurvLIMEpy: A Python package implementing SurvLIME2302.10571v2 · Cristian Pach'on-Garc'ia, Carlos Hern'andez-P'erez, Pedro Delicado et al.2023 · 12 citationsarXiv
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.36998700 · Mehta, Raghav, Filos, Angelos, Baid, Ujjwal et al.2024 · 61 citationsThe journal of machine learning for biomedical imaging. 2022;2022
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures2012.15294v1 · Laura Mora Ballestar, Veronica Vilaplana2020 · 1 citationarXiv
NeAT: a Nonlinear Analysis Toolbox for Neuroimaging.32212063 · Casamitjana, Adrià, Vilaplana, Verónica, Puch, Santi et al.2020 · 0 citationsNeuroinformatics. 2020;18(4):517-530
Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation2009.12188v1 · Laura Mora Ballestar, Veronica Vilaplana2020 · 14 citationsarXiv
Projection to Latent Spaces Disentangles Pathological Effects on Brain Morphology in the Asymptomatic Phase of Alzheimer's Disease.32849173 · Casamitjana, Adrià, Petrone, Paula, Molinuevo, José Luis et al.2026 · 5 citationsFrontiers in neurology. 2020;11:648
Fuji-SfM dataset: A collection of annotated images and point clouds for Fuji apple detection and location using structure-from-motion photogrammetry.32368602 · Gené-Mola, Jordi, Sanz-Cortiella, Ricardo, Rosell-Polo, Joan R et al.2024 · 45 citationsData in brief. 2020;30:105591
Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning1911.00314v1 · Ignasi Mas, Josep Ramon Morros, Veronica Vilaplana2019 · 1 citationICCV Workshop - MDALC 2019. Seoul, South Korea; 2019
Prediction of amyloid pathology in cognitively unimpaired individuals using voxel-wise analysis of longitudinal structural brain MRI.31421683 · Petrone, Paula M, Casamitjana, Adrià, Falcon, Carles et al.2020 · 42 citationsAlzheimer's research & therapy. 2019;11(1):72
Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease: A Predictive Study.31380776 · Casamitjana, Adria, Petrone, Paula, Molinuevo, Jose Luis et al.2020 · 3 citationsIEEE journal of biomedical and health informatics. 2020;24(2):365-376
KFuji RGB-DS database: Fuji apple multi-modal images for fruit detection with color, depth and range-corrected IR data.31406905 · Gené-Mola, Jordi, Vilaplana, Verónica, Rosell-Polo, Joan R et al.2020 · 38 citationsData in brief. 2019;25:104289
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.30908194 · Kuijf, Hugo J, Biesbroek, J Matthijs, De Bresser, Jeroen et al.2020 · 293 citationsIEEE transactions on medical imaging. 2019;38(11):2556-2568
Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.30835215 · Wang, Li, Nie, Dong, Li, Guannan et al.2024 · 196 citationsIEEE transactions on medical imaging. 2019
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification1812.11560v1 · Marc Combalia, Veronica Vilaplana2018 · 15 citationsarXiv
Leishmaniasis Parasite Segmentation and Classification using Deep Learning1812.11586v1 · Marc G'orriz, Albert Aparicio, Berta Ravent'os et al.2018 · 55 citationsArticulated Motion and Deformable Objects, Series volume 10945 , 2018, Springer International Publishing AG, part of Springer Nature
Cascaded V-Net using ROI masks for brain tumor segmentation1812.11588v1 · Adria Casamitjana, Marcel Cata, Irina S'anchez et al.2018 · 57 citationsBrainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, Series volume 10670, 2018, Springer International Publishing AG, part of Springer Nature
Brain MRI super-resolution using 3D generative adversarial networks1812.11440v1 · Irina Sanchez, Veronica Vilaplana2018 · 66 citationsarXiv
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
MRI-Based Screening of Preclinical Alzheimer's Disease for Prevention Clinical Trials.30010132 · Casamitjana, Adrià, Petrone, Paula, Tucholka, Alan et al.2019 · 22 citationsJournal of Alzheimer's disease : JAD. 2018;64(4):1099-1112
3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures1705.08236v1 · Adria Casamitjana, Santi Puch, Asier Aduriz et al.2017 · 46 citationsarXiv
Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling1612.00667v3 · Santi Puch, Asier Aduriz, Adria Casamitjana et al.2016 · 1 citationarXiv
Saliency maps on image hierarchies1508.04586v1 · Ver'onica Vilaplana2015 · 6 citationsarXiv
Improving Spatial Codification in Semantic Segmentation1505.07409v1 · Carles Ventura, Xavier Gir'o-i-Nieto, Ver'onica Vilaplana et al.2015 · 1 citationarXiv
Binary partition trees for object detection.18854257 · Vilaplana, Veronica, Marques, Ferran, Salembier, Philippe2008 · 100 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2008;17(11):2201-16
Career total: 142 works. 39 are in this corpus.
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