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Alessia Sarica
Researcher at Magna Græcia University
Publications - 63
Citations - 2426
Alessia Sarica is an academic researcher from Magna Græcia University. The author has contributed to research in topics: Medicine & Tractography. The author has an hindex of 15, co-authored 48 publications receiving 1642 citations. Previous affiliations of Alessia Sarica include National Research Council.
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Journal ArticleDOI
The challenge of mapping the human connectome based on diffusion tractography
Klaus H. Maier-Hein,Peter F. Neher,Jean-Christophe Houde,Marc-Alexandre Côté,Eleftherios Garyfallidis,Jidan Zhong,Maxime Chamberland,Fang-Cheng Yeh,Ying-Chia Lin,Qing Ji,Wilburn E. Reddick,John O. Glass,David Qixiang Chen,Yuanjing Feng,Chengfeng Gao,Ye Wu,Jieyan Ma,H Renjie,Qiang Li,Carl-Fredrik Westin,Samuel Deslauriers-Gauthier,J. Omar Ocegueda Gonzalez,Michael Paquette,Samuel St-Jean,Gabriel Girard,François Rheault,Jasmeen Sidhu,Chantal M. W. Tax,Fenghua Guo,Hamed Y. Mesri,Szabolcs David,Martijn Froeling,Anneriet M. Heemskerk,Alexander Leemans,Arnaud Boré,Basile Pinsard,Christophe Bedetti,Matthieu Desrosiers,Simona M. Brambati,Julien Doyon,Alessia Sarica,Roberta Vasta,Antonio Cerasa,Aldo Quattrone,Jason D. Yeatman,Ali R. Khan,Wes Hodges,Simon Alexander,David Romascano,Muhamed Barakovic,Anna Auría,Oscar Esteban,Alia Lemkaddem,Jean-Philippe Thiran,Hasan Ertan Cetingul,Benjamin L. Odry,Boris Mailhe,Mariappan S. Nadar,Fabrizio Pizzagalli,Gautam Prasad,Julio E. Villalon-Reina,Justin Galvis,Paul M. Thompson,Francisco De Santiago Requejo,Pedro Luque Laguna,Luis Miguel Lacerda,Rachel Barrett,Flavio Dell'Acqua,Marco Catani,Laurent Petit,Emmanuel Caruyer,Alessandro Daducci,Tim B. Dyrby,Tim Holland-Letz,Claus C. Hilgetag,Bram Stieltjes,Maxime Descoteaux +76 more
TL;DR: The encouraging finding that most state-of-the-art algorithms produce tractograms containing 90% of the ground truth bundles (to at least some extent) is reported, however, the same tractograms contain many more invalid than valid bundles, and half of these invalid bundles occur systematically across research groups.
Journal ArticleDOI
Random Forest Algorithm for the Classification of Neuroimaging Data in Alzheimer's Disease: A Systematic Review.
TL;DR: The lesson learnt suggest that when RF was applied on multi-modal data for prediction of Alzheimer's disease (AD) conversion from the Mild Cognitive Impairment (MCI), it produces one of the best accuracies to date.
Journal ArticleDOI
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge
Esther E. Bron,Marion Smits,Wiesje M. van der Flier,Hugo Vrenken,Frederik Barkhof,Philip Scheltens,Janne M. Papma,Rebecca M. E. Steketee,Carolina Méndez Orellana,Rozanna Meijboom,Madalena Pinto,Joana R. Meireles,Carolina Garrett,António J. Bastos-Leite,Ahmed Abdulkadir,Olaf Ronneberger,Nicola Amoroso,Roberto Bellotti,David Cárdenas-Peña,Andrés Marino Álvarez-Meza,Chester V. Dolph,Khan M. Iftekharuddin,Simon Fristed Eskildsen,Pierrick Coupé,Vladimir S. Fonov,Katja Franke,Christian Gaser,Christian Ledig,Ricardo Guerrero,Tong Tong,Katherine R. Gray,Elaheh Moradi,Jussi Tohka,Alexandre Routier,Stanley Durrleman,Alessia Sarica,Giuseppe Di Fatta,Francesco Sensi,Andrea Chincarini,Garry Smith,Zhivko Stoyanov,Lauge Sørensen,Mads Nielsen,Sabina Tangaro,Paolo Inglese,Christian Wachinger,Martin Reuter,John C. van Swieten,Wiro J. Niessen,Stefan Klein +49 more
TL;DR: A grand challenge to objectively compare algorithms based on a clinically representative multi-center data set of three diagnostic groups, finding the best performances were achieved using feature extraction based on voxel-based morphometry or a combination of features that included volume, cortical thickness, shape and intensity.
Journal ArticleDOI
Autism-associated 16p11.2 microdeletion impairs prefrontal functional connectivity in mouse and human
Alice Bertero,Alice Bertero,Adam Liska,Marco Pagani,Roberta Parolisi,Maria Esteban Masferrer,Marta Gritti,Matteo Pedrazzoli,Alberto Galbusera,Alessia Sarica,Antonio Cerasa,Mario Rosario Buffelli,Raffaella Tonini,Annalisa Buffo,Cornelius Gross,Massimo Pasqualetti,Massimo Pasqualetti,Alessandro Gozzi +17 more
TL;DR: In this paper, the authors used resting state functional MRI data from the Simons Variation in Individuals Project (VIP) database to identify variants that increase risk for neurodevelopmental disorders and suggest that deletion in 16p11.2 may lead to impaired socio-cognitive function via dysregulation of prefrontal connectivity.
Posted ContentDOI
Tractography-based connectomes are dominated by false-positive connections
Klaus H. Maier-Hein,Peter F. Neher,Jean-Christophe Houde,Marc-Alexandre Côté,Eleftherios Garyfallidis,Jidan Zhong,Maxime Chamberland,Fang-Cheng Yeh,Ying-Chia Lin,Qing Ji,Wilburn E. Reddick,John O. Glass,David Qixiang Chen,Yuanjing Feng,Chengfeng Gao,Ye Wu,Jieyan Ma,H Renjie,Qiang Li,Carl-Fredrik Westin,Samuel Deslauriers-Gauthier,J. Omar Ocegueda Gonzalez,Michael Paquette,Samuel St-Jean,Gabriel Girard,François Rheault,Jasmeen Sidhu,Chantal M. W. Tax,Fenghua Guo,Hamed Y. Mesri,Szabolcs David,Martijn Froeling,Anneriet M. Heemskerk,Alexander Leemans,Arnaud Boré,Basile Pinsard,Christophe Bedetti,Matthieu Desrosiers,Simona M. Brambati,Julien Doyon,Alessia Sarica,Roberta Vasta,Antonio Cerasa,Aldo Quattrone,Jason D. Yeatman,Ali R. Khan,Wes Hodges,Simon Alexander,David Romascano,Muhamed Barakovic,Anna Auría,Oscar Esteban,Alia Lemkaddem,Jean-Philippe Thiran,Hasan Ertan Cetingul,Benjamin L. Odry,Boris Mailhe,Mariappan S. Nadar,Fabrizio Pizzagalli,Gautam Prasad,Julio E. Villalon-Reina,Justin Galvis,Paul M. Thompson,Francisco De Santiago Requejo,Pedro Luque Laguna,Luis Miguel Lacerda,Rachel Barrett,Flavio Dell'Acqua,Marco Catani,Laurent Petit,Emmanuel Caruyer,Alessandro Daducci,Tim B. Dyrby,Tim Holland-Letz,Claus C. Hilgetag,Bram Stieltjes,Maxime Descoteaux +76 more
TL;DR: The results demonstrate fundamental ambiguities inherent to tract reconstruction methods based on diffusion orientation information, with critical consequences for the approach of diffusion tractography in particular and human connectivity studies in general.