| Motor and higher‐order functions topography of the human dentate nuclei identified with tractography and clustering methods F Palesi, M Ferrante, M Gaviraghi, A Misiti, G Savini, A Lascialfari, ... Human Brain Mapping 42 (13), 4348-4361, 2021 | 22 | 2021 |
| Brain Captioning: Decoding human brain activity into images and text M Ferrante, F Ozcelik, T Boccato, R VanRullen, N Toschi arXiv preprint arXiv:2305.11560, 2023 | 16 | 2023 |
| Semantic brain decoding: from fmri to conceptually similar image reconstruction of visual stimuli M Ferrante, T Boccato, N Toschi arXiv preprint arXiv:2212.06726, 2022 | 12 | 2022 |
| Application of nnU-Net for automatic segmentation of lung lesions on CT images and its implication for radiomic models M Ferrante, L Rinaldi, F Botta, X Hu, A Dolp, M Minotti, F De Piano, ... Journal of clinical medicine 11 (24), 7334, 2022 | 11 | 2022 |
| Multimodal decoding of human brain activity into images and text M Ferrante, T Boccato, F Ozcelik, R VanRullen, N Toschi UniReps: the First Workshop on Unifying Representations in Neural Models, 2023 | 7 | 2023 |
| The age-specific comorbidity burden of mild cognitive impairment: a US claims database study G Li, N Toschi, V Devanarayan, R Batrla, T Boccato, M Cho, M Ferrante, ... Alzheimer's research & therapy 15 (1), 211, 2023 | 4 | 2023 |
| Through their eyes: multi-subject Brain Decoding with simple alignment techniques M Ferrante, T Boccato, F Ozcelik, R VanRullen, N Toschi Imaging Neuroscience 2, 1-21, 2024 | 3 | 2024 |
| VAESim: A probabilistic approach for self-supervised prototype discovery M Ferrante, T Boccato, S Spasov, A Duggento, N Toschi Image and Vision Computing 137, 104746, 2023 | 3 | 2023 |
| 4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs T Boccato, M Ferrante, A Duggento, N Toschi Neurocomputing 568, 127058, 2024 | 2 | 2024 |
| The EXPERIENCE Project: Unveiling Extended-Personal Reality Through Automated VR Environments and Explainable Artificial Intelligence G Valenza, M Alcaniz, AL Alfeo, M Bianchi, V Carli, V Catrambone, ... 2023 IEEE International Conference on Metrology for eXtended Reality …, 2023 | 2 | 2023 |
| Application of the nnU-Net for automatic segmentation of lung lesion on CT images, and implication on radiomic models M Ferrante, L Rinaldi, F Botta, X Hu, A Dolp, M Minotti, F De Piano, ... arXiv preprint arXiv:2209.12027, 2022 | 2 | 2022 |
| Contrastive learning for unsupervised medical image clustering and reconstruction M Ferrante, T Boccato, S Spasov, A Duggento, N Toschi arXiv preprint arXiv:2209.12005, 2022 | 2 | 2022 |
| Physically Informed Neural Network for Non-Invasive Arterial Input Function Estimation In Dynamic PET Imaging M Ferrante, M Inglese, L Brusaferri, A Whitehead, M Loggia, N Toschi Medical Imaging with Deep Learning, 2022 | 2 | 2022 |
| R&B--Rhythm and Brain: Cross-subject Decoding of Music from Human Brain Activity M Ferrante, M Ciferri, N Toschi arXiv preprint arXiv:2406.15537, 2024 | 1 | 2024 |
| Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models M Ferrante, T Boccato, S Bargione, N Toschi Computers in Biology and Medicine, 108701, 2024 | 1 | 2024 |
| Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification M Ferrante, T Boccato, N Toschi Frontiers in Neuroinformatics 18, 1346723, 2024 | 1 | 2024 |
| Towards neural foundation models for vision: Aligning eeg, meg and fmri representations to perform decoding, encoding and modality conversion M Ferrante, T Boccato, N Toschi ICLR 2024 Workshop on Representational Alignment, 2024 | 1 | 2024 |
| Dynomics: A Novel and Promising Approach for Improved Breast Cancer Prognosis Prediction M Inglese, M Ferrante, T Boccato, A Conti, CA Pistolese, OC Buonomo, ... Journal of Personalized Medicine 13 (6), 1004, 2023 | 1 | 2023 |
| Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer M Inglese, M Ferrante, A Duggento, T Boccato, N Toschi IEEE Transactions on Radiation and Plasma Medical Sciences 7 (6), 630-637, 2023 | 1 | 2023 |
| BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks M Ferrante, T Boccato, N Toschi arXiv preprint arXiv:2209.13096, 2022 | 1 | 2022 |
Nicola ToschiDepartment of Biomedicine and Prevention, University of Rome Tor Vergata在 med.uniroma2.it 的电子邮件经过验证
