FERRANTE, MATTEO
FERRANTE, MATTEO
Dipartimento di Biomedicina e Prevenzione
4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs
2024-01-01 Boccato, T; Ferrante, M; Duggento, A; Toschi, N
Breaking the structure of multilayer perceptrons with complex topologies
2023-01-01 Boccato, T; Ferrante, M; Duggento, A; Toschi, N
Decoding semantic content of visual stimuli from BOLD fMRI data
2023-01-01 Ferrante, M; Boccato, T; Toschi, N
Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models
2024-08-01 Ferrante, M; Boccato, T; Bargione, S; Toschi, N
Dynomics: a novel and promising approach for improved breast cancer prognosis prediction
2023-01-01 Inglese, M; Ferrante, M; Boccato, T; Conti, A; Pistolese, C; Buonomo, O; D'Angelillo, R; Toschi, N
Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification
2024-01-01 Ferrante, M; Boccato, T; Toschi, N
Genotype Characterization in Primary Brain Gliomas via Unsupervised Clustering of Dynamic PET Imaging of Short-Chain Fatty Acid Metabolism
2024-01-01 Inglese, M; Boccato, T; Ferrante, M; Islam, S; Williams, M; D Waldman, A; O'Neill, K; O Aboagye, E; Toschi, N
Linking Brain Signals to Visual Concepts: CLIP based knowledge transfer for EEG Decoding and visual stimuli reconstruction
2023-01-01 Ferrante, M; Boccato, T; Bargione, S; Toschi, N
Multimodal decoding of human brain activity into images and text
2023-01-01 Ferrante, M; Boccato, T; Ozcelik, F; Vanrullen, R; Toschi, N
Physically constrained neural networks for inferring physiological system models
2022-01-01 Ferrante, M; Duggento, A; Toschi, N
Physically informed deep neural networks for metabolite-corrected plasma input function estimation in dynamic PET imaging
2024-01-01 Ferrante, M; Inglese, M; Brusaferri, L; Whitehead, A; Maccioni, L; Turkheimer, F; Nettis, M; Mondelli, V; Howes, O; Loggia, M; Veronese, M; Toschi, N
Retrieving and reconstructing conceptually similar images from fMRI with latent diffusion models and a neuro-inspired brain decoding model
2024-01-01 Ferrante, M; Boccato, T; Passamonti, L; Toschi, N
Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer
2022-01-01 Inglese, M; Duggento, A; Boccato, T; Ferrante, M; Toschi, N
Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer
2023-01-01 Inglese, M; Ferrante, M; Duggento, A; Boccato, T; Toschi, N
The age-specific comorbidity burden of mild cognitive impairment: a US claims database study
2023-01-01 Li, G; Toschi, N; Devanarayan, V; Batrla, R; Boccato, T; Cho, M; Ferrante, M; Frech, F; Galvin, Je; Henley, D; Mattke, S; De Santi, S; Hampel, H
Through their eyes: multi-subject brain decoding with simple alignment techniques
2024-05-01 Ferrante, M; Boccato, T; Ozcelik, F; Vanrullen, R; Toschi, N
VAESim: a probabilistic approach for self-supervised prototype discovery
2023-01-01 Ferrante, M; Boccato, T; Spasov, S; Duggento, A; Toschi, N
| Data di pubblicazione | Titolo | Autore(i) | Tipo | File |
|---|---|---|---|---|
| 1-gen-2024 | 4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs | Boccato, T; Ferrante, M; Duggento, A; Toschi, N | Articolo su rivista | |
| 1-gen-2023 | Breaking the structure of multilayer perceptrons with complex topologies | Boccato, T; Ferrante, M; Duggento, A; Toschi, N | Intervento a convegno | |
| 1-gen-2023 | Decoding semantic content of visual stimuli from BOLD fMRI data | Ferrante, M; Boccato, T; Toschi, N | Articolo su rivista | |
| 1-ago-2024 | Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models | Ferrante, M; Boccato, T; Bargione, S; Toschi, N | Articolo su rivista | |
| 1-gen-2023 | Dynomics: a novel and promising approach for improved breast cancer prognosis prediction | Inglese, M; Ferrante, M; Boccato, T; Conti, A; Pistolese, C; Buonomo, O; D'Angelillo, R; Toschi, N | Articolo su rivista | |
| 1-gen-2024 | Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification | Ferrante, M; Boccato, T; Toschi, N | Articolo su rivista | |
| 1-gen-2024 | Genotype Characterization in Primary Brain Gliomas via Unsupervised Clustering of Dynamic PET Imaging of Short-Chain Fatty Acid Metabolism | Inglese, M; Boccato, T; Ferrante, M; Islam, S; Williams, M; D Waldman, A; O'Neill, K; O Aboagye, E; Toschi, N | Articolo su rivista | |
| 1-gen-2023 | Linking Brain Signals to Visual Concepts: CLIP based knowledge transfer for EEG Decoding and visual stimuli reconstruction | Ferrante, M; Boccato, T; Bargione, S; Toschi, N | Articolo su rivista | |
| 1-gen-2023 | Multimodal decoding of human brain activity into images and text | Ferrante, M; Boccato, T; Ozcelik, F; Vanrullen, R; Toschi, N | Articolo su rivista | |
| 1-gen-2022 | Physically constrained neural networks for inferring physiological system models | Ferrante, M; Duggento, A; Toschi, N | Articolo su rivista | |
| 1-gen-2024 | Physically informed deep neural networks for metabolite-corrected plasma input function estimation in dynamic PET imaging | Ferrante, M; Inglese, M; Brusaferri, L; Whitehead, A; Maccioni, L; Turkheimer, F; Nettis, M; Mondelli, V; Howes, O; Loggia, M; Veronese, M; Toschi, N | Articolo su rivista | |
| 1-gen-2024 | Retrieving and reconstructing conceptually similar images from fMRI with latent diffusion models and a neuro-inspired brain decoding model | Ferrante, M; Boccato, T; Passamonti, L; Toschi, N | Articolo su rivista | |
| 1-gen-2022 | Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer | Inglese, M; Duggento, A; Boccato, T; Ferrante, M; Toschi, N | Intervento a convegno | |
| 1-gen-2023 | Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer | Inglese, M; Ferrante, M; Duggento, A; Boccato, T; Toschi, N | Articolo su rivista | |
| 1-gen-2023 | The age-specific comorbidity burden of mild cognitive impairment: a US claims database study | Li, G; Toschi, N; Devanarayan, V; Batrla, R; Boccato, T; Cho, M; Ferrante, M; Frech, F; Galvin, Je; Henley, D; Mattke, S; De Santi, S; Hampel, H | Articolo su rivista | |
| 1-mag-2024 | Through their eyes: multi-subject brain decoding with simple alignment techniques | Ferrante, M; Boccato, T; Ozcelik, F; Vanrullen, R; Toschi, N | Articolo su rivista | |
| 1-gen-2023 | VAESim: a probabilistic approach for self-supervised prototype discovery | Ferrante, M; Boccato, T; Spasov, S; Duggento, A; Toschi, N | Articolo su rivista |