Conference Papers by Veronica Vilaplanaback
“Layer-wise self-supervised learning on graphs”, in KDD 2023 Workshop on Deep Learning on Graphs: Methods and Applications (DLG-KDD 2023), Long Beach, USA, Submitted. | ,
“Brain-age prediction and its associations with glial and synaptic CSF markers”, in Alzheimer's Association International Conference, Amsterdam, Netherlands, 2023. | ,
“Brain-age mediates the association between modifiable risk factors and cognitive decline early in the AD continuum”, in Alzheimer’s Association International Conference (AAIC), Amsterdam, Netherlands, 2023. | ,
“Interpreting Machine Learning models for Survival Analysis: A study of Cutaneous Melanoma using the SEER Database”, in XAI-Healthcare 2023 Workshop at 21st International Conference of Artificial Intelligence in Medicine (AIME 2023), Portoroz, Slovenia, 2023. | ,
“Implementation of personalized medicine in cutaneous melanoma patients aided by artificial intelligence”, in 10th World Congress of2 Melanoma / 17th EADO Congress, 2021. | ,
“Personalized medicine in melanoma patients aided by artificial intelligence”, in Clinical Translation of Medical Image Computing and Computer Assisted Interventions (CLINICCAI) Workshop at MICCAI, 2021. | ,
“Machine learning on combined neuroimaging and plasma biomarkers for triaging participants of secondary prevention trials in Alzheimer’s Disease”, in Alzheimer's Association International Conference, 2021. | ,
“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. | ,
“Prediction of amyloid pathology in cognitively unimpaired individuals using structural MRI”, in Alzheimer's Association International Conference, 2021. | ,
“Weakly Supervised Semantic Segmentation for Remote Sensing Hyperspectral Imaging”, in International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), 2020. | ,
“Uncertainty Estimation in Deep Neural Networks for Dermoscopic Image Classification”, in CVPR 2020, ISIC Skin Image Analysis Workshop, 2020. | ,
“Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation”, in MICCAI 2020 - Brain Lesion Workshop (BrainLes), Multimodal Brain Tumor Segmentation Challenge (BRATS), 2020. | ,
“Detection of Amyloid Positive Cognitively unimpaired individuals using voxel-based machine learning on structural longitudinal brain MRI”, in Alzheimer's Association International Conference, 2019. | ,
“CNN-based bacilli detection in sputum samples for tuberculosis diagnosis”, in International Symposium on Biomedical Imaging (ISBI 2019), 2019. | ,
“Retinal lesions segmentation using CNNs and adversarial training”, in International Symposium on Biomedical Imaging (ISBI 2019), 2019. | ,
“Digitally Stained Confocal Microscopy through Deep Learning”, in International Conference on Medical Imaging with Deep Learning (MIDL 2019), London, 2019. | ,
“Prediction of a second clinical event in CIS patients by combining lesion and brain features”, in Congress of the European Comitee for Treatment and Research in Multiple Sclerosis (ECTRIMS 2019), 2019. | ,
“Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning”, in ICCV Workshop - MDALC 2019, Seoul, South Korea, 2019.![]() |
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“Comparative study of upsampling methods for super-resolution in remote sensing”, in International Conference on Machine Vision, 2019. | ,
“BCN20000: Dermoscopic Lesions in the Wild”, in International Skin Imaging Collaboration (ISIC) Challenge on Dermoscopic Skin Lesion Analysis 2019, 2019. | ,
“Magnetic Resonance Imaging as a valuable tool for Alzheimer's disease screening”, in Alzheimer’s Association International Conference, London, 2017, 2017. | ,
“3D Medical Image Synthesis using Generative Adversarial Networks”, in ACM Europe Celebration of Women in Computing, womENcourage 2017, Barcelona, Spain, 2017. | ,
“Masked V-Net: an approach to brain tumor segmentation”, in Multimodal Brain Tumor Segmentation Benchmark, Brain-lesion Workshop, MICCAI 2017 , 2017. | ,
“Augmented V-Net for White Matter Hyperintensities segmentation”, in WMH Segmentation Challenge, Brain-lesion Workshop, MICCAI 2017 , 2017. | ,
“Augmented V-Net for infant brain segmentation”, in MICCAI Grand Challenge on 6-month Infant Brain MRI Segmentation, MICCAI 2017, 2017. | ,
“Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling”, in NIPS 2016 Workshop on Machine Learning for Health, 2016.![]() |
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“3D Convolutional Neural Networks for Brain Tumor Segmentation”, in MICCAI 2016 - Brain Lesion Workshop (BrainLes), Multimodal Brain Tumor Segmentation Challenge (BRATS), 2016.![]() |
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“Improving Spatial Codification in Semantic Segmentation”, in IEEE International Conference on Image Processing (ICIP), 2015, Quebec City, 2015.![]() |
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“Do you have a Pop face? Here is a Pop song. Using profile pictures to mitigate the cold-start problem in Music Recommender Systems”, in 9th ACM Conference on Recommender Systems, 2015.![]() |
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“UPC System for the 2015 MediaEval Multimodal Person Discovery in Broadcast TV task”, in MediaEval 2015 Workshop, Wurzen, Germany, 2015.![]() |
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“Materials transversals per a l'aprenentatge actiu de les matèries de processat d'imatge i vídeo”, in Congrés Internacional de Docència Universitària i Innovació (CIDUI), Tarragona, Spain, 2014.![]() |
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“Automatic Keyframe Selection based on Mutual Reinforcement Algorithm”, in CBMI (Content-Based Multimedia Indexing), Veszprem, 2013.![]() |
“Salient Object Detection on a Hierarchy of Image Partitions”, in IEEE Int. Conf. in Image Processing, ICIP 2013, Melbourne, Australia, 2013. | ,
“Region-based caption text extraction”, in 11th. International Workshop on Image Analysis for Multimedia Application Services, 2010, pp. 1–4. | ,
“Object detection and segmentation on a hierarchical region-based image representation”, in 2010 IEEE International Conference on Image Processing, 2010, pp. 3393–3396. | ,
“Face tracking using a region-based mean-shift algorithm with adaptive object and background models”, in Workshop on Image Analysis for Multimedia Interactive Services, 2009, pp. 9–12. | ,
“Caption text extraction for indexing purposes using a hierarchical region-based image model”, in 16th International Conference on Image Processing, 2009, pp. 1869–1872. | ,
“Region-based mean shift tracking: Application to face tracking”, in IEEE International Conference on Image Processing, 2008, pp. 2712–2715. | ,
“Region-based hierarchical representation for object detection”, in Fith International Workshop on Content-Based Multimedia Indexing, 2007, pp. 157–164. | ,
“Face detection and segmentation on a hierarchical image representation”, in 15th European Signal Processing Conference, 2007, pp. 1955–1959. | ,
“Audio, Video and Multimodal Person Identification in a Smart Room”, in CLEAR'06 Evaluation Campaign and Workshop - Classification of Events, Activities and Relationships, 2007, pp. 258–269.![]() |
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“On building a hierarchical region-based representation for generic image analysis”, in IEEE International Conference on Image Processing, 2007. | ,
“Face Recognition Using Groups of Images in Smart Room Scenarios”, in International Conference on Image Processing, 2006, pp. 2071–2074. | ,
“Multimodal Person Identification in a Smart Room”, in IV Jornadas en Tecnología del Habla, 2006, pp. 327–331. | ,
“Region-based extraction and analysis of visual objects information”, in Fourth International Workshop on Content-Based Multimedia Indexing, CBMI 2005, Riga, Letonia, 2005.![]() |
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“Support Vector Data Description Based on PCA Features for Face Detection”, in 13th European Signal Processing Conference, 2005. | ,
“Object recognition based on Binary Partition Trees”, in IEEE International Conference on Image Processing, 2004, pp. 929–932. | ,
“Join detection and segmentation of human faces in color images”, in International Conference on Augmented, Virtual Environments and 3D Imaging, 2001, pp. 347–350. | ,
“A morphological approach for segmentation and tracking of human faces”, in International Symposium on Image/Video Communications over Fixed and Mobile Networks, 2000, pp. 38–43. | ,
“A morphological approach for segmentation and tracking of human faces”, in 15th IAPR International Conference on Pattern Recognition, 2000. | ,
“A morphological approach for human face segmentation and tracking”, in Workshop on Image Analysis for Multimedia Services, 1999, pp. 41–44. | ,
“A region-based approach to face segmentation and tracking in video sequences”, in VIII Reunión de Trabajo en Procesamiento de la Información y Control, 1999, pp. 345–350. | ,
“Human face segmentation and tracking using connected components and partition projection”, in 1999 IEEE INternational Conference on Image Processing, 1999. | ,
“Face location and recognition for video indexing in the Hypermedia project”, in European Conference on Multimedia Applications, Services and Techniques, 1999, pp. 364–377. | ,
“Region-based segmentation segmentation and tracking of human faces”, in 9th European Signal Processing Conference, EUSIPCO 1998, Rhodes, Greece, 1998, pp. 311–314.![]() |
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“Face segmentation using connected operators”, in Mathematical Morphology and its applications to image and signal processing, 1998, pp. 207–214. | ,
“A hierarchical technique for image sequence analysis”, in Workshop on Image Analysis for Multimedia Application Services, WIAMIS'97, Louvain-la-Neuve, Belgium, 1997, pp. 13–20.![]() |
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