Adrià Casamitjana

Biography

I recieved the degree in Electrical Engineering in 2015 from the Universitat Politècnica de Catalunya (UPC) and M.Sc in Wireless Systems in 2015, from Kungliga Tekniska Högskolan (KTH). I am currently enrolled in a Ph.D program in the Image Processing Group at UPC (GPI), holding a scholarship of the Spanish Government. My main research area is  focused on biomedical aplications, with great interest in machine learning and statistics. 

I am involved in a project collaboration between the GPI and Fundació Pasqual Maragall (FPM), working on Alzheimer Disease.

 

Journal Articles top

In Press
P. Petrone, Casamitjana, A., Falcon, C., Cànaves, M. Artigues, Operto, G., Cacciaglia, R., Molinuevo, J. Luis, Vilaplana, V., and Gispert, J. D., Prediction of amyloid pathology in cognitively unimpaired individuals using voxelwise analysis of longitudinal structural brain MRI, Alzheimer's Research & Therapy, In Press.
A. Casamitjana, Petrone, P., Molinuevo, J. L., Gispert, J. D., and Vilaplana, V., Shared latent structures between imaging features and biomarkers in early stages of Alzheimer's disease: a predictive study, IEEE Journal of Biomedical and Health Informatics, In Press.
2019
L. Wang, Nie, D., Li, G., Puybareau, E., Dolz, J., Zhang, Q., Wang, F., Xia, J., Wu, Z., Chen, J., -HanThung, K., Bui, T. Duc, Shin, J., Zeng, G., Zheng, G., Fonov, V. S., Doyle, A., Xu, Y., Moeskops, P., Pluim, J., Desrosiers, C., Ben Ayed, I., Sanroma, G., Benkarim, O., Casamitjana, A., Vilaplana, V., Lin, W., Li, G., and Shen, D., Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge, IEEE Transactions on Medical Imaging, 2019.
H. Kuijf, Biesbroek, M., de Bresser, J., Heinen, R., Andermatt, S., Bento, M., Berseth, M., Belyaev, M., Cardoso, J., Casamitjana, A., Collins, L., Dadar, M., Georgiou, A., Ghafoorian, M., Jin, D., Khademi, A., Knight, J., Li, H., Llado, X., Luna, M., Mahmood, Q., McKinley, R., Mehrtash, A., Ourselin, S., Park, B. -yong, Park, H., Park, S. Hyun, Pezold, S., Puybareau, E., Rittner, L., Sudre, C., Valverde, S., Vilaplana, V., Wiest, R., Xu, Y., Xu, Z., Zeng, G., Zhang, J., Zheng, G., Chen, C., van der Flier, W., Barkhof, F., Viergever, M., and Biessels, G. Jan, Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge, IEEE Transactions on Medical Imaging, 2019.
2018
A. Casamitjana, Petrone, P., Tucholka, A., Falcon, C., Skouras, S., Molinuevo, J. Luis, Vilaplana, V., and Gispert, J. D., MRI-Based Screening of Preclinical Alzheimer's Disease for Prevention Clinical Trials, Journal of Alzheimer's Disease, vol. 64, no. 4, 2018.

Book Chapters and Books top

2018
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.
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.
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.

Conference Papers top

2018
P. Petrone, Casamitjana, A., Falcon, C., Artigues, M., Operto, G., Skouras, S., Cacciaglia, R., Molinuevo, J. L., Vilaplana, V., and Gispert, J. D., Characteristic Brain Volumetric Changes in the AD Preclinical Signature, in Alzheimer's Association International Conference, Chicago, USA, 2018.
A. Casamitjana, Petrone, P., Artigues, M., Molinuevo, J. L., Gispert, J. D., and Vilaplana, V., Projection to Latent Spaces Disentangles Specific Cerebral Morphometric Patterns Associated to Aging and Preclinical AD, in Alzheimer's Association International Conference, Chicago, USA, 2018.
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 Workshop on Predictive Intelligence in Medicine (PRIME), MICCAI, Granada, Spain, 2018.
S. Bakas, Reyes, M., Jakab, A., Bauer, S., Casamitjana, A., Vilaplana, V., and Al., et., Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge, in MICCAI - Multimodal Brain Tumor Segmentation Challenge, 2018.
2017
P. Petrone, Vilaplana, V., Casamitjana, A., Tucholka, A., Falcon, C., Cacciaglia, R., Operto, G., Skouras, S., Molinuevo, J. L., and Gispert, J. D., Magnetic Resonance Imaging as a valuable tool for Alzheimer's disease screening, in Alzheimer’s Association International Conference, London, 2017, 2017.

Research Areas top

Preclinical Alzheimer's Disease Internal Jan
2015
Dec
2021
Biomedical Applications Internal Jan
2012
Dec
2020

Demos and Resources top