Nicola Toschi

About Nicola Toschi

Nicola Toschi, With an exceptional h-index of 52 and a recent h-index of 41 (since 2020), a distinguished researcher at Università degli Studi di Roma Tor Vergata, specializes in the field of Medical Physics, Neuroimaging/Neuroscience, Physiological Systems Modeling, Signal Processing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

The EXPERIENCE Project: Automatic virtualization of “extended personal reality” through biomedical signal processing and explainable artificial intelligence [Applications Corner]

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

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

The ISMRM Open Science Initiative for Perfusion Imaging (OSIPI): Results from the OSIPI–Dynamic Contrast‐Enhanced challenge

Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification

Towards Generalized Brain Decoding of visual stimuli: Cross-Subject and Dataset Perspectives with a simple alignment technique

Through their eyes: multi-subject Brain Decoding with simple alignment techniques

DBGDGM: Dynamic Brain Graph Deep Generative Model

Nicola Toschi Information

University

Position

___

Citations(all)

10534

Citations(since 2020)

5958

Cited By

6523

hIndex(all)

52

hIndex(since 2020)

41

i10Index(all)

160

i10Index(since 2020)

142

Email

University Profile Page

Università degli Studi di Roma Tor Vergata

Google Scholar

View Google Scholar Profile

Nicola Toschi Skills & Research Interests

Medical Physics

Neuroimaging/Neuroscience

Physiological Systems Modeling

Signal Processing

Machine Learning

Top articles of Nicola Toschi

Title

Journal

Author(s)

Publication Date

The EXPERIENCE Project: Automatic virtualization of “extended personal reality” through biomedical signal processing and explainable artificial intelligence [Applications Corner]

IEEE Signal Processing Magazine

Gaetano Valenza

Mariano Alcañiz

Vladimir Carli

Gabriela Dudnik

Claudio Gentili

...

2024/1

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

Neurocomputing

Tommaso Boccato

Matteo Ferrante

Andrea Duggento

Nicola Toschi

2024/2/1

Beyond multilayer perceptrons: Investigating complex topologies in neural networks

Neural Networks

Tommaso Boccato

Matteo Ferrante

Andrea Duggento

Nicola Toschi

2024/3/1

The ISMRM Open Science Initiative for Perfusion Imaging (OSIPI): Results from the OSIPI–Dynamic Contrast‐Enhanced challenge

Magnetic resonance in medicine

Eve S Shalom

Harrison Kim

Rianne A van Der Heijden

Zaki Ahmed

Reyna Patel

...

2024/5

Enabling uncertainty estimation in neural networks through weight perturbation for improved Alzheimer's disease classification

Frontiers in Neuroinformatics

Matteo Ferrante

Tommaso Boccato

Nicola Toschi

2024

Towards Generalized Brain Decoding of visual stimuli: Cross-Subject and Dataset Perspectives with a simple alignment technique

Matteo Ferrante

Tommaso Boccato

Furkan Ozcelik

Rufin VanRullen

Nicola Toschi

2024

Through their eyes: multi-subject Brain Decoding with simple alignment techniques

Imaging Neuroscience

Matteo Ferrante

Tommaso Boccato

Furkan Ozcelik

Rufin VanRullen

Nicola Toschi

2024/4/23

DBGDGM: Dynamic Brain Graph Deep Generative Model

Alexander Campbell

Simeon Spasov

Nicola Toschi

Pietro Lio

2023/1/26

Sympathetic and parasympathetic central autonomic networks

Imaging Neuroscience

Gaetano Valenza

Francesco Di Ciò

Nicola Toschi

Riccardo Barbieri

2024/2/28

Identifying cortical structure markers of resilience to adversity in young people using surface-based morphometry

Social Cognitive and Affective Neuroscience

Harriet Cornwell

Nicola Toschi

Catherine Hamilton-Giachritsis

Marlene Staginnus

Areti Smaragdi

...

2024/1/1

Towards neural foundation models for vision: Aligning EEG, MEG and fMRI representations to perform decoding, encoding and modality conversion

Matteo Ferrante

Tommaso Boccato

Nicola Toschi

2024

Stochastic brain dynamics exhibits differential regional distribution and maturation-related changes

NeuroImage

Andrea Scarciglia

Vincenzo Catrambone

Martina Bianco

Claudio Bonanno

Nicola Toschi

...

2024/4/15

A translational MRI approach to validate acute axonal damage detection as an early event in multiple sclerosis

Elife

Antonio Cerdán Cerdá

Nicola Toschi

Constantina A Treaba

Valeria Barletta

Elena Herranz

...

2024/1/9

Optimizing Genetically-Driven Synaptogenesis

arXiv preprint arXiv:2402.07242

Tommaso Boccato

Matteo Ferrante

Nicola Toschi

2024/2/11

Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI

Matteo Ferrante

Tommaso Boccato

Furkan Ozcelik

Rufin VanRullen

Nicola Toschi

2023/10/27

GLIOMA GRADING USING TEMPORAL FEATURES OF MULTIMODAL TIME ACTIVITY CURVES IN 18F-FPIA PET/MRI

Physica Medica: European Journal of Medical Physics

M Inglese

M Ferrante

T Boccato

S Islam

M Williams

...

2023/11/1

multi-shell multi-delta MRI data from multiple sclerosis patients and controls, and rats injected with ibotenic acid in one hemisphere of the hippocampus

Silvia De Santis

Antonio Cerdán Cerdá

Nicola Toschi

Caterina Mainero

2023

Development of a triage algorithm for mild cognitive impairment using electronic health record data

Alzheimer's & Dementia

Gang Li

Richard Batrla

Keith A Betts

Susan DeSanti

Feride H Frech

...

2023/12

Multimodal and multicontrast image fusion via deep generative models

Information Fusion

Giovanna Maria Dimitri

Simeon Spasov

Andrea Duggento

Luca Passamonti

Pietro Lió

...

2022/12/1

Brain Captioning: Decoding human brain activity into images and text

arXiv preprint arXiv:2305.11560

Matteo Ferrante

Furkan Ozcelik

Tommaso Boccato

Rufin VanRullen

Nicola Toschi

2023/5/19

See List of Professors in Nicola Toschi University(Università degli Studi di Roma Tor Vergata)

Co-Authors

H-index: 103
Inga D. Neumann

Inga D. Neumann

Universität Regensburg

H-index: 95
Lawrence Wald

Lawrence Wald

Harvard University

H-index: 55
Luca Passamonti

Luca Passamonti

University of Cambridge

H-index: 48
Riccardo Barbieri

Riccardo Barbieri

Politecnico di Milano

H-index: 36
Stefano Diciotti

Stefano Diciotti

Università degli Studi di Bologna

H-index: 30
Marta Bianciardi

Marta Bianciardi

Harvard University

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