Book Chapters & Books by Veronica Vilaplana back

2024
C. Hernandez, Pachón-García, C., Delicado, P., and Vilaplana, V., “Interpreting Machine Learning Models for Survival Analysis: A Study of Cutaneous Melanoma Using the SEER Database”, in Explainable Artificial Intelligence and Process Mining Applications for Healthcare,, vol. 2020, Springer, Cham, 2024.
2021
L. Mora and Vilaplana, V., “MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures”, in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2020, vol. 12658, Springer International Publishing, 2021, pp. 376-390.
2018
M. Combalia and Vilaplana, V., “Monte-Carlo Sampling Applied to Multiple Instance Learning for Histological Image Classification”, in Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, Springer International Publishing, 2018, pp. 274-281.
M. Górriz, Aparicio, A., Raventós, B., Vilaplana, V., Sayrol, E., and López-Codina, D., “Leishmaniasis Parasite Segmentation and Classification Using Deep Learning”, in Articulated Motion and Deformable Objects, vol. 10945, Springer International Publishing, 2018, pp. 53-62.
A. Casamitjana, Vilaplana, V., Petrone, P., Molinuevo, J. Luis, and Gispert, J. D., “Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer’s Disease”, in PRedictive Intelligence in MEdicine, vol. 11121, Springer International Publishing, 2018, pp. 60-67.
A. Casamitjana, Catà, M., Sánchez, I., Combalia, M., and Vilaplana, V., “Cascaded V-Net Using ROI Masks for Brain Tumor Segmentation”, in Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2017, Crimi A., Bakas S., Kuijf H., Menze B., Reyes M. (eds)., vol. 10670, Cham: Springer, 2018, pp. 381-391.
2017
A. Casamitjana, Puch, S., Aduriz, A., and Vilaplana, V., “3D Convolutional Neural Networks for Brain Tumor Segmentation: a comparison of multi-resolution architectures”, in Lecture Notes in Computer Vision, vol. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, Springer, 2017, pp. 150-161.
2013
M. León, Vilaplana, V., Gasull, A., and Marqués, F., “Region-based caption text extraction”, in Lecture Notes in Electrical Engineering (Analysis, Retrieval and Delivery of Multimedia Content), vol. 158, New York: Springer, 2013, pp. 21-36.
2012
C. Ventura, Martos, M., Giró-i-Nieto, X., Vilaplana, V., and Marqués, F., “Hierarchical Navigation and Visual Search for Video Keyframe Retrieval”, in Advances in Multimedia Modeling, vol. 7131, Springer Berlin / Heidelberg, 2012, pp. 652-654.
2009
C. Canton-Ferrer, Pardàs, M., and Vilaplana, V., “Image and video processing tools for HCI”, in Multimodal signal processing: theory and applications for human-computer interaction, 2009, pp. 93–118.
V. Vilaplana, “Processament puntual”, in Codificació del so i de la imatge, 2009, pp. 5–65.
V. Vilaplana, “Compressió d'imatges”, in Codificació del so i de la imatge, 2009, pp. 1–65.
2008
V. Vilaplana, Marqués, F., Gurban, M., and Thiran, J., “Face and speech interaction”, in Multimodal user interfaces: from signals to interaction, 2008, pp. 85–118.
2006
J. Luque, Morros, J. R., Garde, A., Anguita, J., Farrús, M., Macho, D., Marqués, F., Martínez, C., Vilaplana, V., and Hernando, J., “Audio, Video and Multimodal Person Identification in a Smart Room”, in Lecture notes in computer science - Multimodal Technologies for Perception of Humans, vol. 4122, 2006, pp. 258–269. (321.95 KB)
2005
X. Giró-i-Nieto, Vilaplana, V., Marqués, F., and Salembier, P., “Automatic extraction and analysis of visual objects information”, in Multimedia content and the semantic web, Wiley, 2005, pp. 203–221.
1999
L. Torres, Marqués, F., Lorente, L., and Vilaplana, V., “Face Location and Recognition for Video Indexing in the Hypermedia Project”, in Lecture Notes in Computer Science, vol. 1629, 1999.