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; et al. (NeuroImage, 2011)

Fully automated hippocampus segmentation with virtual ant colonies. - Elisa Fiorina; Roberto Bellotti; Piergiorgio Cerello; Andrea Chincarini; Ivan De Mitri; Maria Evelina Fantacci (CBMS, 2012)

Automated Shape Analysis landmarks detection for medical image processing. - Nicola Amoroso; Roberto Bellotti; Stefania Bruno; Andrea Chincarini; Giancarlo Logroscino; Sabina Tangaro; Andrea Tateo (CompIMAGE, 2012)

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 (ICMLA (1), 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 (ICDM (Workshops), 2013)

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 (EMBC, 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 (MeMeA, 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)

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; et al. (MeMeA, 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; et al. (NeuroImage, 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)

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)

Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model. - Amira Soliman 002; 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; et al. (BMC Medical Informatics Decis. Mak., 2022)

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 (HEALTHINF, 2023)