Andrea Chincarini

According to our database, Andrea Chincarini authored at least 14 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report.

Camilla Scapicchio, Elena Ballante, Francesca Brero, Raffaella Fiamma Cabini, Andrea Chincarini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesca Lizzi, Ian Postuma, Alessandra Retico

Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022

Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model.

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

BMC Medical Informatics Decis. Mak., November, 2022

2016

Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm.

Rosalia Maglietta, Nicola Amoroso, Marina Boccardi, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Paolo Inglese, Alberto Redolfi, Sabina Tangaro, Andrea Tateo, Roberto Bellotti

Pattern Anal. Appl., 2016

Predicting the transition from normal aging to Alzheimer's disease: A statistical mechanistic evaluation of FDG-PET data.

Marco Pagani, Alessandro Giuliani, Johanna Öberg, Andrea Chincarini, Silvia Morbelli, Andrea Brugnolo, Dario Arnaldi, Agnese Picco, Matteo Bauckneht, Ambra Buschiazzo, Gianmario Sambuceti, Flavio Nobili

NeuroImage, 2016

Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease.

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

NeuroImage, 2016

MRI analysis for hippocampus segmentation on a distributed infrastructure.

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

Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

2015

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation.

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

Comput. Math. Methods Medicine, 2015

Automated hippocampus segmentation with the Channeler Ant Model: Results on different datasets.

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

Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

Medial temporal lobe high resolution magnetic resonance images for the early diagnosis of Alzheimer's disease.

Francesco Brun, Francesco Sensi, Rossella Quartulli, Luca Rei, Alban Grucka, Valentina Mancarella, Andrea Chincarini, Maja Ukmar, P. Agostino Accardo, Renata Longo

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

Active Learning Machines for Automatic Segmentation of Hippocampus in MRI.

Sabina Tangaro, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Rosalia Maglietta, Andrea Tateo, Roberto Bellotti

Proceedings of the Advances in Data Mining, 13th Industrial Conference, 2013

Random Forest Classification for Hippocampal Segmentation in 3D MR Images.

Rosalia Maglietta, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Paolo Inglese, Sabina Tangaro, Andrea Tateo, Roberto Bellotti

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

Automated Shape Analysis landmarks detection for medical image processing.

Nicola Amoroso, Roberto Bellotti, Stefania Bruno, Andrea Chincarini, Giancarlo Logroscino, Sabina Tangaro, Andrea Tateo

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

Fully automated hippocampus segmentation with virtual ant colonies.

Elisa Fiorina, Roberto Bellotti, Piergiorgio Cerello, Andrea Chincarini, Ivan De Mitri, Maria Evelina Fantacci

Proceedings of CBMS 2012, 2012

2011

Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease.

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

NeuroImage, 2011