Author

Paolo Avesani

Fondazione Bruno Kessler - Cited by 7,998 - Machine Learning - Neuroinformatics

Biography

Paolo Avesani received the PhD degree from the University of Milan, Italy. He is a researcher at FBK, where he is leading the Neuroinformatics Laboratory—a joint initiative of FBK and the Center for Mind/Brain Sciences (CIMeC), University of Trento. His current research interests include machine learning, functional neuroimaging analysis, computational methods for brain decoding and brain mapping. He is a member of the IEEE.(Based on document published on 15 January 2015).
Title
Cited by
Year
Variability in the analysis of a single neuroimaging dataset by many teams
R Botvinik-Nezer, F Holzmeister, CF Camerer, A Dreber, J Huber, ...Nature 582 (7810), 84-88, 2020202
712
2020
DECAF: MEG-based multimodal database for decoding affective physiological responses
MK Abadi, R Subramanian, SM Kia, P Avesani, I Patras, N SebeIEEE Transactions on Affective Computing 6 (3), 209-222, 2015201
331
2015
The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services
P Avesani, B McPherson, S Hayashi, CF Caiafa, R Henschel, ...Scientific data 6 (1), 69, 2019201
78
2019
Effects of supra-total resection in neurocognitive and oncological outcome of high-grade gliomas comparing asleep and awake surgery
L Zigiotto, L Annicchiarico, F Corsini, L Vitali, R Falchi, C Dalpiaz, ...Journal of Neuro-Oncology 148, 97-108, 2020202
44
2020
Photogrammetry of the human brain: a novel method for three-dimensional quantitative exploration of the structural connectivity in neurosurgery and neurosciences
A De Benedictis, E Nocerino, F Menna, F Remondino, M Barbareschi, ...World neurosurgery 115, e279-e291, 2018201
40
2018
Classifyber, a robust streamline-based linear classifier for white matter bundle segmentation
G Bertò, D Bullock, P Astolfi, S Hayashi, L Zigiotto, L Annicchiarico, ...NeuroImage 224, 117402, 2021202
28
2021
Whole-brain network connectivity underlying the human speech articulation as emerged integrating direct electric stimulation, resting state fMRI and tractography
D Zacà, F Corsini, U Rozzanigo, M Dallabona, P Avesani, L Annicchiarico, ...Frontiers in Human Neuroscience 12, 405, 2018201
24
2018
Alignment of tractograms as graph matching
E Olivetti, N Sharmin, P AvesaniFrontiers in neuroscience 10, 554, 2016201
18
2016
Tractome: a visual data mining tool for brain connectivity analysis
D Porro-Muñoz, E Olivetti, N Sharmin, TB Nguyen, E Garyfallidis, ...Data mining and knowledge discovery 29, 1258-1279, 2015201
17
2015
Statistical independence for the evaluation of classifier-based diagnosis
E Olivetti, S Greiner, P AvesaniBrain informatics 2 (1), 13-19, 2015201
16
2015
On pruning the search space for clustering ensemble problems
S Vega-Pons, P AvesaniNeurocomputing 0, 481-489, 202
15
2015
White matter tract segmentation as multiple linear assignment problems
N Sharmin, E Olivetti, P AvesaniFrontiers in Neuroscience 11, 754, 2018201
15
2018
Comparison of distances for supervised segmentation of white matter tractography
E Olivetti, G Berto, P Gori, N Sharmin, P Avesani2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 1-4, 2017201
15
2017
Tractogram filtering of anatomically non-plausible fibers with geometric deep learning
P Astolfi, R Verhagen, L Petit, E Olivetti, J Masci, D Boscaini, P AvesaniMedical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020202
14
2020
Movie genre classification by exploiting MEG brain signals
P Ghaemmaghami, MK Abadi, SM Kia, P Avesani, N SebeImage Analysis and Processing—ICIAP 2015: 18th International Conference …, 2015201
14
2015
Planning brain tumor resection using a probabilistic atlas of cortical and subcortical structures critical for functional processing: a proof of concept
S Sarubbo, L Annicchiarico, F Corsini, L Zigiotto, G Herbet, ...Operative Neurosurgery 20 (3), E175-E183, 2021202
13
2021
Differential effects of brain disorders on structural and functional connectivity
S Vega-Pons, E Olivetti, P Avesani, L Dodero, A Gozzi, A BifoneFrontiers in Neuroscience 10, 605, 2017201
9
2017
Alignment of tractograms as linear assignment problem
N Sharmin, E Olivetti, P AvesaniComputational Diffusion MRI: MICCAI Workshop, Munich, Germany, October 9th …, 2016201
8
2016
Goals at risk? Machine learning at support of early assessment
P Avesani, A Perini, A Siena, A Susi2015 IEEE 23rd International Requirements Engineering Conference (RE), 252-255, 2015201
6
2015
A stem-based dissection of inferior fronto-occipital fasciculus with a deep learning model
P Astolfi, A De Benedictis, S Sarubbo, G Bertó, E Olivetti, D Sona, ...2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 27-270, 2020202
6
2020

Referred From: https://scholar.google.com/citations?user=5g4UY4MAAAAJ&hl=en

Cited by
Citations 7998
h-index 34
i10-index 75
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