Deep learning meets hyperspectral image analysis: A multidisciplinary review A Signoroni, M Savardi, A Baronio, S Benini Journal of imaging 5 (5), 52, 2019 | 364 | 2019 |
BS-Net: Learning COVID-19 pneumonia severity on a large chest X-ray dataset A Signoroni, M Savardi, S Benini, N Adami, R Leonardi, P Gibellini, ... Medical image analysis 71, 102046, 2021 | 147 | 2021 |
On the influence of shot scale on film mood and narrative engagement in film viewers S Benini, M Savardi, K Balint, AB Kovacs, A Signoroni IEEE Transactions on Affective Computing 13 (2), 592-603, 2019 | 43 | 2019 |
Automatic hemolysis identification on aligned dual-lighting images of cultured blood agar plates M Savardi, A Ferrari, A Signoroni Computer Methods and Programs in Biomedicine 156, 13-24, 2018 | 41 | 2018 |
End-to-end learning for semiquantitative rating of COVID-19 severity on chest X-rays A Signoroni, M Savardi, S Benini, N Adami, R Leonardi, P Gibellini, ... | 40 | 2020 |
Shot scale analysis in movies by convolutional neural networks M Savardi, A Signoroni, P Migliorati, S Benini 2018 25th IEEE International Conference on Image Processing (ICIP), 2620-2624, 2018 | 37 | 2018 |
Transfer learning of deep neural network representations for fMRI decoding M Svanera, M Savardi, S Benini, A Signoroni, G Raz, T Hendler, L Muckli, ... Journal of neuroscience methods 328, 108319, 2019 | 28 | 2019 |
Assessing trustworthy AI in times of COVID-19: deep learning for predicting a multiregional score conveying the degree of lung compromise in COVID-19 patients H Allahabadi, J Amann, I Balot, A Beretta, C Binkley, J Bozenhard, ... IEEE Transactions on Technology and Society 3 (4), 272-289, 2022 | 27 | 2022 |
Deep learning to detect significant coronary artery disease from plain chest radiographs AI4CAD G D'Ancona, M Massussi, M Savardi, A Signoroni, L Di Bacco, D Farina, ... International Journal of Cardiology 370, 435-441, 2023 | 23 | 2023 |
CineScale: A dataset of cinematic shot scale in movies M Savardi, AB Kovács, A Signoroni, S Benini Data in Brief 36, 107002, 2021 | 22 | 2021 |
Shaping film: A quantitative formal analysis of contemporary empathy-eliciting Hollywood cinema. T Lankhuizen, KE Bálint, M Savardi, EA Konijn, A Bartsch, S Benini Psychology of Aesthetics, Creativity, and the Arts 16 (4), 704, 2022 | 21 | 2022 |
Combining the use of CNN classification and strength‐driven compression for the robust identification of bacterial species on hyperspectral culture plate images A Signoroni, M Savardi, M Pezzoni, F Guerrini, S Arrigoni, G Turra IET Computer Vision 12 (7), 941-949, 2018 | 20 | 2018 |
Who is the film's director? Authorship recognition based on shot features M Svanera, M Savardi, A Signoroni, AB Kovács, S Benini IEEE MultiMedia 26 (4), 43-54, 2019 | 18 | 2019 |
Hierarchical AI enables global interpretation of culture plates in the era of digital microbiology A Signoroni, A Ferrari, S Lombardi, M Savardi, S Fontana, K Culbreath Nature Communications 14 (1), 6874, 2023 | 15 | 2023 |
Artificial intelligence in hair research: a proof‐of‐concept study on evaluating hair assembly features G Daniels, S Tamburic, S Benini, J Randall, T Sanderson, M Savardi International Journal of Cosmetic Science 43 (4), 405-418, 2021 | 10 | 2021 |
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data M Svanera, M Savardi, A Signoroni, S Benini, L Muckli Medical Image Analysis 93, 103090, 2024 | 9 | 2024 |
Who is the director of this movie? Automatic style recognition based on shot features M Svanera, M Savardi, A Signoroni, AB Kovács, S Benini arXiv preprint arXiv:1807.09560, 2018 | 7 | 2018 |
Cross-domain assessment of deep learning-based alignment solutions for real-time 3D reconstruction M Lombardi, M Savardi, A Signoroni Computers & Graphics 99, 54-69, 2021 | 6 | 2021 |
Harnessing ChatGPT dialogues to address claustrophobia in MRI-A radiographers' education perspective GR Bonfitto, A Roletto, M Savardi, SV Fasulo, D Catania, A Signoroni Radiography 30 (3), 737-744, 2024 | 4 | 2024 |
DenseMatch: a dataset for real-time 3D reconstruction M Lombardi, M Savardi, A Signoroni Data in Brief 39, 107476, 2021 | 4 | 2021 |