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Research Output

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Conference contribution
2017

Learning from enhanced contextual similarity in brain imaging data for classification of schizophrenia

Dagnew, T. M., Squarcina, L., Rivolta, M. W., Brambilla, P. & Sassi, R., Jan 1 2017, Image Analysis and Processing - ICIAP 2017 - 19th International Conference, Proceedings. Springer Verlag, Vol. 10484 LNCS. p. 265-275 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10484 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

Learning with heterogeneous data for longitudinal studies

Squarcina, L., Perlini, C., Bellani, M., Lasalvia, A., Ruggeri, M., Brambilla, P. & Castellani, U., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9351. p. 535-542 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

Mapping brains on grids of features for schizophrenia analysis

Perina, A., Peruzzo, D., Kesa, M., Jojic, N., Murino, V., Bellani, M., Brambilla, P. & Castellani, U., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Springer Verlag, Vol. 8674 LNCS. p. 805-812 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8674 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

A localized MKL method for brain classification with known intra-class variability

Ulaş, A., Gönen, M., Castellani, U., Murino, V., Bellani, M., Tansella, M. & Brambilla, P., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7588 LNCS. p. 152-159 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7588 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biomarker evaluation by multiple kernel learning for schizophrenia detection

Ulaş, A., Castellani, U., Murino, V., Bellani, M., Tansella, M. & Brambilla, P., 2012, Proceedings - 2012 2nd International Workshop on Pattern Recognition in NeuroImaging, PRNI 2012. p. 89-92 4 p. 6295935

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2011

Heat diffusion based dissimilarity analysis for schizophrenia classification

Ulaş, A., Castellani, U., Murino, V., Bellani, M., Tansella, M. & Brambilla, P., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7036 LNBI. p. 306-317 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7036 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multimodal schizophrenia detection by multiclassification analysis

Ulaş, A., Castellani, U., Mirtuono, P., Bicego, M., Murino, V., Cerruti, S., Bellani, M., Atzori, M., Rambaldelli, G., Tansella, M. & Brambilla, P., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7042 LNCS. p. 491-498 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7042 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2010

Brain morphometry by probabilistic latent semantic analysis

Castellani, U., Perina, A., Murino, V., Bellani, M., Rambaldelli, G., Tansella, M. & Brambilla, P., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Springer Verlag, Vol. 6362 LNCS. p. 177-184 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6362 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dissimilarity-based detection of schizophrenia

Ulaş, A., Duin, R. P. W., Castellani, U., Loog, M., Bicego, M., Murino, V., Bellani, M., Cerruti, S., Tansella, M. & Brambilla, P., 2010, Proceedings - Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging, WBD 2010 - In Conjunction with theInternational Conference on Pattern Recognition, ICPR 2010. p. 32-35 4 p. 5581412

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2009

Local kernel for brains classification in schizophrenia

Castellani, U., Rossato, E., Murino, V., Bellani, M., Rambaldelli, G., Tansella, M. & Brambilla, P., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5883 LNAI. p. 112-121 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5883 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution