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Andrea Chincarini
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2020 – today
- 2023
- [c8]Camilla Scapicchio, Elena Ballante, Francesca Brero, Raffaella Fiamma Cabini, Andrea Chincarini, Maria Evelina Fantacci
, Silvia Figini, Alessandro Lascialfari, Francesca Lizzi, Ian Postuma, Alessandra Retico:
Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report. HEALTHINF 2023: 663-670 - 2022
- [j6]Amira Soliman
, Jose Ramon Chang
, Kobra Etminani, Stefan Byttner, Anette Davidsson, Begoña Martínez-Sanchis, Valle Camacho
, Matteo Bauckneht
, Roxana Stegeran, Marcus Ressner, Marc Agudelo-Cifuentes, Andrea Chincarini, Matthias Brendel, Axel Rominger
, Rose Bruffaerts, Rik Vandenberghe, Milica G. Kramberger, Maja Trost, Nicolas Nicastro
, Giovanni B. Frisoni
, Afina W. Lemstra
, Bart N. M. van Berckel, Andrea Pilotto, Alessandro Padovani
, Silvia Morbelli, Dag Aarsland, Flavio Nobili, Valentina Garibotto, Miguel Ochoa Figueroa:
Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model. BMC Medical Informatics Decis. Mak. 22-S(6): 318 (2022)
2010 – 2019
- 2016
- [j5]Andrea Chincarini
, Francesco Sensi, Luca Rei, Gianluca Gemme, Sandro Squarcia, Renata Longo, Francesco Brun, Sabina Tangaro
, Roberto Bellotti
, Nicola Amoroso
, Martina Bocchetta
, Alberto Redolfi
, Paolo Bosco
, Marina Boccardi
, Giovanni B. Frisoni
, Flavio Nobili
:
Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease. NeuroImage 125: 834-847 (2016) - [j4]Marco Pagani, Alessandro Giuliani
, Johanna Öberg, Andrea Chincarini
, Silvia Morbelli
, Andrea Brugnolo
, Dario Arnaldi
, Agnese Picco, Matteo Bauckneht
, Ambra Buschiazzo, Gianmario Sambuceti
, Flavio Nobili
:
Predicting the transition from normal aging to Alzheimer's disease: A statistical mechanistic evaluation of FDG-PET data. NeuroImage 141: 282-290 (2016) - [j3]Rosalia Maglietta
, Nicola Amoroso
, Marina Boccardi
, Stefania Bruno, Andrea Chincarini
, Giovanni B. Frisoni
, Paolo Inglese
, Alberto Redolfi
, Sabina Tangaro
, Andrea Tateo
, Roberto Bellotti
:
Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm. Pattern Anal. Appl. 19(2): 579-591 (2016) - [c7]Sabina Sonia Tangaro
, Nicola Amoroso
, Marica Antonacci
, Marina Boccardi, Martina Bocchetta
, Andrea Chincarini
, Domenico Diacono
, Giacinto Donvito
, Rosangela Errico, Giovanni B. Frisoni, Tommaso Maggipinto, Alfonso Monaco, Francesco Sensi, Andrea Tateo, Roberto Bellotti
:
MRI analysis for hippocampus segmentation on a distributed infrastructure. MeMeA 2016: 1-6 - 2015
- [j2]Sabina Sonia Tangaro
, Nicola Amoroso
, Massimo Brescia
, Stefano Cavuoti
, Andrea Chincarini
, Rosangela Errico, Paolo Inglese
, Giuseppe Longo
, Rosalia Maglietta
, Andrea Tateo
, Giuseppe Riccio
, Roberto Bellotti
:
Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation. Comput. Math. Methods Medicine 2015: 814104:1-814104:10 (2015) - [c6]Francesco Brun, Francesco Sensi, Rossella Quartulli, Luca Rei, Alban Grucka, Valentina Mancarella, Andrea Chincarini
, Maja Ukmar, P. Agostino Accardo, Renata Longo:
Medial temporal lobe high resolution magnetic resonance images for the early diagnosis of Alzheimer's disease. EMBC 2015: 4274-4277 - [c5]Elisa Fiorina
, Francesco Pennazio
, Cristiana Peroni, Ernesto Lopez Torres, Maria Evelina Fantacci
, Alessandra Retico
, Luca Rei, Andrea Chincarini
, Paolo Bosco
, Marina Boccardi
, Martina Bocchetta
, Piergiorgio Cerello
:
Automated hippocampus segmentation with the Channeler Ant Model: Results on different datasets. MeMeA 2015: 24-29 - [i1]Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia
, Stefano Cavuoti
, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti:
Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation. CoRR abs/1501.03915 (2015) - 2013
- [c4]Rosalia Maglietta
, Nicola Amoroso
, Stefania Bruno, Andrea Chincarini
, Giovanni B. Frisoni
, Paolo Inglese
, Sabina Tangaro
, Andrea Tateo
, Roberto Bellotti
:
Random Forest Classification for Hippocampal Segmentation in 3D MR Images. ICMLA (1) 2013: 264-267 - [c3]Sabina Tangaro, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Rosalia Maglietta, Andrea Tateo, Roberto Bellotti:
Active Learning Machines for Automatic Segmentation of Hippocampus in MRI. ICDM (Workshops) 2013: 181-191 - 2012
- [c2]Elisa Fiorina
, Roberto Bellotti
, Piergiorgio Cerello, Andrea Chincarini
, Ivan De Mitri
, Maria Evelina Fantacci
:
Fully automated hippocampus segmentation with virtual ant colonies. CBMS 2012: 1-6 - [c1]Nicola Amoroso, Roberto Bellotti
, Stefania Bruno, Andrea Chincarini, Giancarlo Logroscino, Sabina Tangaro, Andrea Tateo
:
Automated Shape Analysis landmarks detection for medical image processing. CompIMAGE 2012: 139-142 - 2011
- [j1]Andrea Chincarini
, Paolo Bosco
, Piero Calvini, Gianluca Gemme, Mario Esposito, Chiara Olivieri, Luca Rei, Sandro Squarcia, Guido Rodriguez, Roberto Bellotti
, Piergiorgio Cerello
, Ivan De Mitri
, Alessandra Retico
, Flavio Nobili
:
Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease. NeuroImage 58(2): 469-480 (2011)
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