Andrea Duggento
Andrea Duggento
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A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease
S Spasov, L Passamonti, A Duggento, P Lio, N Toschi, ...
Neuroimage 189, 276-287, 2019
Radiomics in breast cancer classification and prediction
A Conti, A Duggento, I Indovina, M Guerrisi, N Toschi
Seminars in cancer biology 72, 238-250, 2021
Inference of time-evolving coupled dynamical systems in the presence of noise
T Stankovski, A Duggento, PVE McClintock, A Stefanovska
Physical review letters 109 (2), 024101, 2012
Revolution of Alzheimer precision neurology. Passageway of systems biology and neurophysiology
H Hampel, N Toschi, C Babiloni, F Baldacci, KL Black, ALW Bokde, ...
Journal of Alzheimer's Disease 64 (s1), S47-S105, 2018
Plasma amyloid β 40/42 ratio predicts cerebral amyloidosis in cognitively normal individuals at risk for Alzheimer's disease
A Vergallo, L Mégret, S Lista, E Cavedo, H Zetterberg, K Blennow, ...
Alzheimer's & Dementia 15 (6), 764-775, 2019
The central autonomic network at rest: uncovering functional MRI correlates of time-varying autonomic outflow
G Valenza, R Sclocco, A Duggento, L Passamonti, V Napadow, R Barbieri, ...
Neuroimage 197, 383-390, 2019
Sex differences in functional and molecular neuroimaging biomarkers of Alzheimer's disease in cognitively normal older adults with subjective memory complaints
E Cavedo, PA Chiesa, M Houot, MT Ferretti, MJ Grothe, SJ Teipel, S Lista, ...
Alzheimer's & Dementia 14 (9), 1204-1215, 2018
A multi-modal convolutional neural network framework for the prediction of Alzheimer’s disease
SE Spasov, L Passamonti, A Duggento, P Lio, N Toschi
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
Dynamical Bayesian inference of time-evolving interactions: From a pair of coupled oscillators to networks of oscillators
A Duggento, T Stankovski, PVE McClintock, A Stefanovska
Physical Review E 86 (6), 061126, 2012
Motion sickness increases functional connectivity between visual motion and nausea-associated brain regions
N Toschi, J Kim, R Sclocco, A Duggento, R Barbieri, B Kuo, V Napadow
Autonomic Neuroscience 202, 108-113, 2017
Globally conditioned Granger causality in brain–brain and brain–heart interactions: a combined heart rate variability/ultra-high-field (7 T) functional magnetic resonance …
A Duggento, M Bianciardi, L Passamonti, LL Wald, M Guerrisi, R Barbieri, ...
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2016
Heart rate variability in untreated newly diagnosed temporal lobe epilepsy: evidence for ictal sympathetic dysregulation
A Romigi, M Albanese, F Placidi, F Izzi, NB Mercuri, A Marchi, C Liguori, ...
Epilepsia 57 (3), 418-426, 2016
Deep computational pathology in breast cancer
A Duggento, A Conti, A Mauriello, M Guerrisi, N Toschi
Seminars in cancer biology 72, 226-237, 2021
Uncovering complex central autonomic networks at rest: a functional magnetic resonance imaging study on complex cardiovascular oscillations
G Valenza, L Passamonti, A Duggento, N Toschi, R Barbieri
Journal of the Royal Society Interface 17 (164), 20190878, 2020
Functional connectivity in amygdalar‐sensory/(pre) motor networks at rest: new evidence from the Human Connectome Project
N Toschi, A Duggento, L Passamonti
European Journal of Neuroscience 45 (9), 1224-1229, 2017
Multivariate Granger causality unveils directed parietal to prefrontal cortex connectivity during task-free MRI
A Duggento, L Passamonti, G Valenza, R Barbieri, M Guerrisi, N Toschi
Scientific reports 8 (1), 5571, 2018
Differential default mode network trajectories in asymptomatic individuals at risk for Alzheimer's disease
PA Chiesa, E Cavedo, A Vergallo, S Lista, MC Potier, MO Habert, ...
Alzheimer's & Dementia 15 (7), 940-950, 2019
Association of cerebrospinal fluid α‐synuclein with total and phospho‐tau181 protein concentrations and brain amyloid load in cognitively normal subjective …
A Vergallo, RS Bun, N Toschi, F Baldacci, H Zetterberg, K Blennow, ...
Alzheimer's & Dementia 14 (12), 1623-1631, 2018
A tutorial on time-evolving dynamical Bayesian inference
T Stankovski, A Duggento, PVE McClintock, A Stefanovska
The European Physical Journal Special Topics 223, 2685-2703, 2014
Novel insights into breast cancer progression and metastasis: a multidisciplinary opportunity to transition from biology to clinical oncology
M Scimeca, N Urbano, R Bonfiglio, A Duggento, N Toschi, O Schillaci, ...
Biochimica et Biophysica Acta (BBA)-Reviews on Cancer 1872 (1), 138-148, 2019
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