publications
selected publications
G Sanroma, L Rutten-Jacobs, V Lohner, J Kramme, S Mukherjee, M Reuter, T Stoecker and MMB Breteler: SCCA-ref: Novel sparse canonical correlation analysis with reference to discover independent spatial associations between white matter hyperintensities and atrophy. Machine Learning in Medical Imaging - MLMI (2018)
G. Sanroma, OM Benkarim, G Piella, O Camara, G Wu, D Shen, JD Gispert, JL Molinuevo and MA González Ballester: Learning Non-Linear Patch Embeddings with Neural Networks for Label Fusion. Medical Image Analysis (2017)
G Sanroma, A Penate-Sanchez, R Alquézar, F Serratosa, F Moreno-Noguer, J Andrade-Cetto and MA González Ballester: MSClique: discovering multiple structures in image pairs with the maximum weighted clique problem. PLoS ONE (2016)
G Sanroma, G Wu, Y Gao, KH Thung, Y Guo and D Shen: A Transversal approach for patch-based label fusion via matrix completion. Medical Image Analysis (2015)
G Sanroma, L Patino, G Burghouts, K Schutte and J Ferryman: A unified approach to the recognition of complex actions from sequences of zone-crossings. Image and Vision Computing (2014). Editor’s Choice Article