Pubblicazioni

Dual-stream multi-dependency graph neural network enables precise cancer survival analysis

2024 - MEDICAL IMAGE ANALYSIS

Wang, Z.; Ma, J.; Gao, Q.; Bain, C.; Imoto, S.; Lio, P.; Cai, H.; Chen, H.; Song, J.

A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data

2022 - MEDICAL IMAGE ANALYSIS

Azevedo, T.; Campbell, A.; Romero-Garcia, R.; Passamonti, L.; Bethlehem, R. A. I.; Lio, P.; Toschi, N.

AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study

2021 - MEDICAL IMAGE ANALYSIS

Soda, P.; D'Amico, N. C.; Tessadori, J.; Valbusa, G.; Guarrasi, V.; Bortolotto, C.; Akbar, M. U.; Sicilia, R.; Cordelli, E.; Fazzini, D.; Cellina, M.; Oliva, G.; Callea, G.; Panella, S.; Cariati, M.; Cozzi, D.; Miele, V.; Stellato, E.; Carrafiello, G.; Castorani, G.; Simeone, A.; Preda, L.; Iannello, G.; Del Bue, A.; Tedoldi, F.; Ali, M.; Sona, D.; Papa, S.

Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review

2021 - MEDICAL IMAGE ANALYSIS

Ansart, Manon; Epelbaum, StÃ©phane; Bassignana, Giulia; BÃ´ne, Alexandre; Bottani, Simona; Cattai, Tiziana; CouronnÃ©, RaphaÃ«l; Faouzi, Johann; Koval, Igor; Louis, Maxime; Thibeau-Sutre, Elina; Wen, Junhao; Wild, Adam; Burgos, Ninon; Dormont, Didier; Colliot, Olivier; Durrleman, Stanley

Segmentation of cellular patterns in confocal images of melanocytic lesions in vivo via a multiscale encoder-decoder network (MED-Net)

2020 - MEDICAL IMAGE ANALYSIS

Kose, K.; Bozkurt, A.; Alessi-Fox, C.; Gill, M.; Longo, C.; Pellacani, G.; Dy, J. G.; Brooks, D. H.; Rajadhyaksha, M.

The decomposition of deformation: New metrics to enhance shape analysis in medical imaging

2018 - MEDICAL IMAGE ANALYSIS

Varano, Valerio; Piras, Paolo; Gabriele, Stefano; Teresi, Luciano; Nardinocchi, Paola; Dryden, Ian L.; Torromeo, Concetta; Puddu, Paolo E.