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Marianna La Rocca
Marianna La Rocca
Postdoc, Laboratory of Neuro Imaging, University of Southern California, Los Angeles, USA.
Verified email at loni.usc.edu - Homepage
Title
Cited by
Cited by
Year
Deep learning reveals Alzheimer's disease onset in MCI subjects: results from an international challenge
N Amoroso, D Diacono, A Fanizzi, M La Rocca, A Monaco, A Lombardi, ...
Journal of neuroscience methods 302, 3-9, 2018
1162018
Complex networks reveal early MRI markers of Parkinson’s disease
N Amoroso, M La Rocca, A Monaco, R Bellotti, S Tangaro
Medical image analysis 48, 12-24, 2018
1062018
Association between ABO blood types and coronavirus disease 2019 (COVID-19), genetic associations, and underlying molecular mechanisms: a literature review of 23 studies
Y Zhang, R Garner, S Salehi, M La Rocca, D Duncan
Annals of hematology 100, 1123-1132, 2021
792021
Deep learning and multiplex networks for accurate modeling of brain age
N Amoroso, M La Rocca, L Bellantuono, D Diacono, A Fanizzi, E Lella, ...
Frontiers in aging neuroscience 11, 115, 2019
432019
Multiplex networks for early diagnosis of Alzheimer's disease
N Amoroso, M La Rocca, S Bruno, T Maggipinto, A Monaco, R Bellotti, ...
Frontiers in Aging Neuroscience 10, 365, 2018
382018
Predicting brain age with complex networks: From adolescence to adulthood
L Bellantuono, L Marzano, M La Rocca, D Duncan, A Lombardi, ...
NeuroImage 225, 117458, 2021
362021
Efficient and visualizable convolutional neural networks for COVID-19 classification using Chest CT
A Garg, S Salehi, M La Rocca, R Garner, D Duncan
Expert Systems with Applications 195, 116540, 2022
322022
Alzheimer’s disease diagnosis based on the hippocampal unified multi-atlas network (HUMAN) algorithm
N Amoroso, ML Rocca, R Bellotti, A Fanizzi, A Monaco, S Tangaro, ...
Biomedical engineering online 17, 1-16, 2018
322018
Imaging biomarkers of posttraumatic epileptogenesis
R Garner, M La Rocca, P Vespa, N Jones, MM Monti, AW Toga, D Duncan
Epilepsia 60 (11), 2151-2162, 2019
312019
Brain structural connectivity atrophy in Alzheimer's disease
N Amoroso, M La Rocca, S Bruno, T Maggipinto, A Monaco, R Bellotti, ...
arXiv preprint arXiv:1709.02369, 2017
232017
Multivariate regression analysis of structural MRI connectivity matrices in Alzheimer’s disease
J Rasero, N Amoroso, M La Rocca, S Tangaro, R Bellotti, S Stramaglia, ...
PLoS One 12 (11), e0187281, 2017
192017
A novel approach to brain connectivity reveals early structural changes in Alzheimer’s disease
M La Rocca, N Amoroso, A Monaco, R Bellotti, S Tangaro, ...
Physiological measurement 39 (7), 074005, 2018
172018
A machine learning model to predict seizure susceptibility from resting-state fMRI connectivity
R Garner, M La Rocca, G Barisano, AW Toga, D Duncan, P Vespa
2019 Spring Simulation Conference (SpringSim), 1-11, 2019
152019
Early brain biomarkers of post-traumatic seizures: initial report of the multicentre epilepsy bioinformatics study for antiepileptogenic therapy (EpiBioS4Rx) prospective study
ES Lutkenhoff, V Shrestha, JR Tejeda, C Real, DL McArthur, D Duncan, ...
Journal of Neurology, Neurosurgery & Psychiatry 91 (11), 1154-1157, 2020
142020
A multiplex network model to characterize brain atrophy in structural MRI
M La Rocca, N Amoroso, R Bellotti, D Diacono, A Monaco, A Monda, ...
Emergent Complexity from Nonlinearity, in Physics, Engineering and the Lifeá…, 2017
142017
Machine learning for the assessment of Alzheimer's disease through DTI
E Lella, N Amoroso, R Bellotti, D Diacono, M La Rocca, T Maggipinto, ...
Applications of Digital Image Processing XL 10396, 239-246, 2017
132017
Alzheimer's Disease Neuroimaging Initiative: Deep learning reveals Alzheimer's disease onset in MCI subjects: Results from an international challenge
N Amoroso, D Diacono, A Fanizzi, M La Rocca, A Monaco, A Lombardi, ...
J. Neurosci. Methods 302, 3-9, 2018
112018
A novel threshold-based segmentation method for quantification of COVID-19 lung abnormalities
A Khan, R Garner, ML Rocca, S Salehi, D Duncan
Signal, image and video processing 17 (4), 907-914, 2023
92023
Multiplex networks to characterize seizure development in traumatic brain injury patients
M La Rocca, R Garner, N Amoroso, ES Lutkenhoff, MM Monti, P Vespa, ...
Frontiers in neuroscience 14, 591662, 2020
92020
Central effects of galcanezumab in migraine: a pilot study on Steady State Visual Evoked Potentials and occipital hemodynamic response in migraine patients
M de Tommaso, M La Rocca, SG Quitadamo, K Ricci, G Tancredi, ...
The Journal of Headache and Pain 23 (1), 52, 2022
72022
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