Publications by authors named "Matteo Ferrante"

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Reconstructing music perception from brain activity using a prior guided diffusion model.
Matteo Ciferri, Matteo Ferrante, Nicola Toschi

Sci Rep· November 2025

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Causal contributions of left inferior and medial frontal cortex to semantic and executive control.
Sandra Martin, Matteo Ferrante, Andrea Bruera, Gesa Hartwigsen

Commun Biol· September 2025

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Generation of synthetic TSPO PET maps from structural MRI images.
Matteo Ferrante, Marianna Inglese, Ludovica Brusaferri, Nicola Toschi, Marco L Loggia

Front Neuroinform· September 2025

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Evidence for compositionality in fMRI visual representations via Brain Algebra.
Matteo Ferrante, Tommaso Boccato, Nicola Toschi, Rufin VanRullen

Commun Biol· August 2025

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Towards Intelligent Agents for Radiotherapy: Integrating Exploration-Exploitation with Foundation Models.
Sara Cammarota, Matteo Ferrante, Nicola Toschi

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Optimal Transport and Contrastive Learning for Brain Decoding of Musical Perception.
Matteo Ciferri, Matteo Ferrante, Nicola Toschi

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Self-Supervised Transformer-Based Foundation Model for functional Magnetic resonance Imaging.
Matteo Ferrante, Stefano Iervese, Laura Astolfi, Nicola Toschi

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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From Radiomics to Generative Models: Evaluating Early Radiation Effects in Metastatic Brain Lesions.
Marianna Inglese, Matteo Ferrante, Shah Islam, Matthew Williams, Adam D Waldman

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Advancing Generalisable Neural Network-Based PET Quantification: A Multicenter [C]PBR28 study.
Ludovica Brusaferri, Alexander C Whitehead, Lucia Maccioni, Zeynab Alshelh, Mattia Veronese, Matteo Ferrante

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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NeuroSync: Generalized Brain Decoding of Visual Stimuli Across Subjects.
Muhammad Kashif, Matteo Ferrante, Nicola Toschi

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Multimodal Generative Modeling for DaT Scan Reconstruction in Parkinson's Disease.
Marianna Inglese, Matteo Ferrante, Silvia Paola Caminiti, Nicola Toschi

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Effective Dose Estimation in Computed Tomography by Machine Learning.
Matteo Ferrante, Paolo De Marco, Osvaldo Rampado, Laura Gianusso, Daniela Origgi

Tomography· January 2025

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Physically informed deep neural networks for metabolite-corrected plasma input function estimation in dynamic PET imaging.
Matteo Ferrante, Marianna Inglese, Ludovica Brusaferri, Alexander C Whitehead, Lucia Maccioni

Comput Methods Programs Biomed· November 2024

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Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models.
Matteo Ferrante, Tommaso Boccato, Stefano Bargione, Nicola Toschi

Comput Biol Med· August 2024

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Retrieving and reconstructing conceptually similar images from fMRI with latent diffusion models and a neuro-inspired brain decoding model.
Matteo Ferrante, Tommaso Boccato, Luca Passamonti, Nicola Toschi

J Neural Eng· June 2024

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Through their eyes: Multi-subject brain decoding with simple alignment techniques.
Matteo Ferrante, Tommaso Boccato, Furkan Ozcelik, Rufin VanRullen, Nicola Toschi

Imaging Neurosci (Camb)· May 2024

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Beyond multilayer perceptrons: Investigating complex topologies in neural networks.
Tommaso Boccato, Matteo Ferrante, Andrea Duggento, Nicola Toschi

Neural Netw· March 2024

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Effects of transcranial magnetic stimulation on reactive response inhibition.
Qu He, Christoph F Geißler, Matteo Ferrante, Gesa Hartwigsen, Maximilian A Friehs

Neurosci Biobehav Rev· February 2024

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Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification.
Matteo Ferrante, Tommaso Boccato, Nicola Toschi

Front Neuroinform· February 2024

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The age-specific comorbidity burden of mild cognitive impairment: a US claims database study.
Gang Li, Nicola Toschi, Viswanath Devanarayan, Richard Batrla, Tommaso Boccato, Matteo Ferrante

Alzheimers Res Ther· December 2023

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Dynomics: A Novel and Promising Approach for Improved Breast Cancer Prognosis Prediction.
Marianna Inglese, Matteo Ferrante, Tommaso Boccato, Allegra Conti, Chiara A Pistolese

J Pers Med· June 2023

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Application of nnU-Net for Automatic Segmentation of Lung Lesions on CT Images and Its Implication for Radiomic Models.
Matteo Ferrante, Lisa Rinaldi, Francesca Botta, Xiaobin Hu, Andreas Dolp

J Clin Med· December 2022

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Physically constrained neural networks for inferring physiological system models.
Matteo Ferrante, Andrea Duggento, Nicola Toschi

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Spatiotemporal learning of dynamic positron emission tomography data improves diagnostic accuracy in breast cancer.
Marianna Inglese, Andrea Duggento, Tommaso Boccato, Matteo Ferrante, Nicola Toschi

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Motor and higher-order functions topography of the human dentate nuclei identified with tractography and clustering methods.
Fulvia Palesi, Matteo Ferrante, Marta Gaviraghi, Anastasia Misiti, Giovanni Savini

Hum Brain Mapp· September 2021

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