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Employment (1)

University of Rome Tor Vergata: Rome, Lazio, IT

2021-11-01 to present | Phd Student (Medical Physics)
Employment
Source: Self-asserted source
Matteo Ferrante

Education and qualifications (2)

University of Pavia: Pavia, IT

2020-07-17 | Master Deegre (Physics)
Qualification
Source: Self-asserted source
Matteo Ferrante

University of Pavia: Pavia, IT

2018-09-26 | Bachelor Deegre (Physics)
Qualification
Source: Self-asserted source
Matteo Ferrante

Works (8)

Effective Dose Estimation in Computed Tomography by Machine Learning

Tomography
2025-01-02 | Journal article
Contributors: Matteo Ferrante; Paolo De Marco; Osvaldo Rampado; Laura Gianusso; Daniela Origgi
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Crossref
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Preferred source (of 2)‎

Physically informed deep neural networks for metabolite-corrected plasma input function estimation in dynamic PET imaging

Computer Methods and Programs in Biomedicine
2024-11 | Journal article
Contributors: Matteo Ferrante; Marianna Inglese; Ludovica Brusaferri; Alexander C. Whitehead; Lucia Maccioni; Federico E. Turkheimer; Maria A. Nettis; Valeria Mondelli; Oliver Howes; Marco L. Loggia et al.
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Decoding visual brain representations from electroencephalography through knowledge distillation and latent diffusion models

Computers in Biology and Medicine
2024-08 | Journal article
Contributors: Matteo Ferrante; Tommaso Boccato; Stefano Bargione; Nicola Toschi
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Retrieving and reconstructing conceptually similar images from fMRI with latent diffusion models and a neuro-inspired brain decoding model

Journal of Neural Engineering
2024-08-01 | Journal article
Contributors: Matteo Ferrante; Tommaso Boccato; Luca Passamonti; Nicola Toschi
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Crossref

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Neural Networks
2024-03 | Journal article
Contributors: Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
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Crossref

4Ward: A relayering strategy for efficient training of arbitrarily complex directed acyclic graphs

Neurocomputing
2024-02 | Journal article
Contributors: Tommaso Boccato; Matteo Ferrante; Andrea Duggento; Nicola Toschi
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Crossref

Application of nnU-Net for Automatic Segmentation of Lung Lesions on CT Images and Its Implication for Radiomic Models

Journal of Clinical Medicine
2022-12-09 | Journal article
Contributors: Matteo Ferrante; Lisa Rinaldi; Francesca Botta; Xiaobin Hu; Andreas Dolp; Marta Minotti; Francesca De Piano; Gianluigi Funicelli; Stefania Volpe; Federica Bellerba et al.
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Motor and higher‐order functions topography of the human dentate nuclei identified with tractography and clustering methods

Human Brain Mapping
2021-09 | Journal article
Part of ISSN: 1065-9471
Part of ISSN: 1097-0193
Source: Self-asserted source
Matteo Ferrante

Peer review (3 reviews for 3 publications/grants)

Review activity for Advanced science. (1)
Review activity for Nature communications (1)
Review activity for Nature human behaviour. (1)