Adrià Casamitjana

Position e-mail
PhD Candidate adria.casamitjana@upc.edu
Office Phone
D5-119 +34 934 011 627

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.

 

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.
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

Submitted
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, Submitted.
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.
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.
M. Catà, Casamitjana, A., Sánchez, I., Combalia, M., and Vilaplana, V., Masked V-Net: an approach to brain tumor segmentation, in Multimodal Brain Tumor Segmentation Benchmark, Brain-lesion Workshop, MICCAI 2017 , 2017.

Research Areas top

Biomedical Applications Internal Jan
2012
Dec
2020

Demos and Resources top