Deep learning and 3D-DESI imaging reveal the hidden metabolic heterogeneity of cancer

Por Inglese, Paolo, McKenzie, James S., Mroz, Anna, Kinross, James, Veselkov, Kirill, Holmes, Elaine, Takats, Zoltan, Nicholson, Jeremy K., Glen, Robert C.
Publicado no Chem Sci (2017)

Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm

Por Maglietta, Rosalia, Amoroso, Nicola, Boccardi, Marina, Bruno, Stefania, Chincarini, Andrea, Frisoni, Giovanni B., Inglese, Paolo, Redolfi, Alberto, Tangaro, Sabina, Tateo, Andrea, Bellotti, Roberto
Publicado no Pattern Anal Appl (2015)

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation

Por Tangaro, Sabina, Amoroso, Nicola, Brescia, Massimo, Cavuoti, Stefano, Chincarini, Andrea, Errico, Rosangela, Inglese, Paolo, Longo, Giuseppe, Maglietta, Rosalia, Tateo, Andrea, Riccio, Giuseppe, Bellotti, Roberto
Publicado no Comput Math Methods Med (2015)

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge

Por Bron, Esther E., Smits, Marion, van der Flier, Wiesje M., Vrenken, Hugo, Barkhof, Frederik, Scheltens, Philip, Papma, Janne M., Steketee, Rebecca M.E., Orellana, Carolina Méndez, Meijboom, Rozanna, Pinto, Madalena, Meireles, Joana R., Garrett, Carolina, Bastos-Leite, António J., Abdulkadir, Ahmed, Ronneberger, Olaf, Amoroso, Nicola, Bellotti, Roberto, Cárdenas-Peña, David, Álvarez-Meza, Andrés M., Dolph, Chester V., Iftekharuddin, Khan M., Eskildsen, Simon F., Coupé, Pierrick, Fonov, Vladimir S., Franke, Katja, Gaser, Christian, Ledig, Christian, Guerrero, Ricardo, Tong, Tong, Gray, Katherine R., Moradi, Elaheh, Tohka, Jussi, Routier, Alexandre, Durrleman, Stanley, Sarica, Alessia, Di Fatta, Giuseppe, Sensi, Francesco, Chincarini, Andrea, Smith, Garry M., Stoyanov, Zhivko V., Sørensen, Lauge, Nielsen, Mads, Tangaro, Sabina, Inglese, Paolo, Wachinger, Christian, Reuter, Martin, van Swieten, John C., Niessen, Wiro J., Klein, Stefan
Publicado no Neuroimage (2015)

Crowdsourced estimation of cognitive decline and resilience in Alzheimer’s disease

Por Allen, Genevera I, Amoroso, Nicola, Anghel, Catalina, Balagurusamy, Venkat, Bare, Christopher J, Beaton, Derek, Bellotti, Roberto, Bennett, David A, Boehme, Kevin, Boutros, Paul C, Caberlotto, Laura, Caloian, Cristian, Campbell, Frederick, Neto, Elias Chaibub, Chang, Yu-Chuan, Chen, Beibei, Chen, Chien-Yu, Chien, Ting-Ying, Clark, Tim, Das, Sudeshna, Davatzikos, Christos, Deng, Jieyao, Dillenberger, Donna, Dobson, Richard JB, Dong, Qilin, Doshi, Jimit, Duma, Denise, Errico, Rosangela, Erus, Guray, Everett, Evan, Fardo, David W, Friend, Stephen H, Fröhlich, Holger, Gan, Jessica, St George-Hyslop, Peter, Ghosh, Satrajit S, Glaab, Enrico, Green, Robert C, Guan, Yuanfang, Hong, Ming-Yi, Huang, Chao, Hwang, Jinseub, Ibrahim, Joseph, Inglese, Paolo, Jiang, Qijia, Katsumata, Yuriko, Kauwe, John SK, Klein, Arno, Kong, Dehan, Krause, Roland, Lalonde, Emilie, Lauria, Mario, Lee, Eunjee, Lin, Xihui, Liu, Zhandong, Livingstone, Julie, Logsdon, Benjamin A, Lovestone, Simon, Lyappan, Anandhi, Ma, Michelle, Malhotra, Ashutosh, Mangravite, Lara M, Maxwell, Taylor J, Merrill, Emily, Nagorski, John, Namasivayam, Aishwarya, Narayan, Manjari, Naz, Mufassra, Newhouse, Stephen J, Norman, Thea C, Nurtdinov, Ramil N, Oyang, Yen-Jen, Pawitan, Yudi, Peng, Shengwen, Peters, Mette A, Piccolo, Stephen R, Praveen, Paurush, Priami, Corrado, Sabelnykova, Veronica Y, Senger, Philipp, Shen, Xia, Simmons, Andrew, Sotiras, Aristeidis, Stolovitzky, Gustavo, Tangaro, Sabina, Tateo, Andrea, Tung, Yi-An, Tustison, Nicholas J, Varol, Erdem, Vradenburg, George, Weiner, Michael W, Xiao, Guanghua, Xie, Lei, Xie, Yang, Xu, Jia, Yang, Hojin, Zhan, Xiaowei, Zhou, Yunyun, Zhu, Fan, Zhu, Hongtu, Zhu, Shanfeng
Publicado no Alzheimers Dement (2016)