Pietro Astolfi
PhD Student
PhD student
About
Pietro Astolfi received the MSc in computer science and engineering from Politecnico di Milano, Italy. His main research interests are Machine Learning and Deep Learning, indeed he is currently pursuing a PhD in ML applied to neuroimaging at the Bruno Kessler Foundation (Trento) jointly with Istituto Italiano di Tecnologia (Genova).
IIT Publications
- 2021
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DOI
Classifyber, a robust streamline-based linear classifier for white matter bundle segmentation
NeuroImage, vol. 224 - 2020
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DOI
A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model
Proceedings - International Symposium on Biomedical Imaging, vol. 2020-April, pp. 267-270 -
DOI
Clustered Dynamic Graph CNN for Biometric 3D Hand Shape Recognition
IJCB 2020 - IEEE/IAPR International Joint Conference on Biometrics -
Nonlinear Alignment of Whole Tractograms with the Linear Assignment Problem
9th International Workshop on Biomedical Image Registration -
DOI
Tractogram Filtering of Anatomically Non-plausible Fibers with Geometric Deep Learning
Lecture Notes in Computer Science, vol. 12267 LNCS, pp. 291-301 - 2018
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DOI
GRAPE: Ground robot for vineyard monitoring and protection
Advances in Intelligent Systems and Computing, vol. 693, pp. 249-260