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Elisa Ferrari
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Evaluation of the intra-and inter-method agreement of brain MRI segmentation software packages: A comparison between SPM12 and FreeSurfer v6. 0
L Palumbo, P Bosco, ME Fantacci, E Ferrari, P Oliva, G Spera, A Retico
Physica Medica 64, 261-272, 2019
442019
Evaluation of altered functional connections in male children with autism spectrum disorders on multiple-site data optimized with machine learning
G Spera, A Retico, P Bosco, E Ferrari, P Oliva, F Muratori, S Calderoni
Frontiers in psychiatry 10, 459067, 2019
302019
Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study
E Ferrari, P Bosco, S Calderoni, P Oliva, L Palumbo, G Spera, ...
Artificial Intelligence in Medicine 108, 101926, 2020
272020
Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI)
E Ferrari, A Retico, D Bacciu
Artificial intelligence in medicine 103, 101804, 2020
142020
Addressing fairness, bias and class imbalance in machine learning: the FBI-loss
E Ferrari, D Bacciu
arXiv preprint arXiv:2105.06345, 2021
72021
Rnaseq analysis of brain aging in wild specimens of short-lived turquoise killifish: Commonalities and differences with aging under laboratory conditions
M Mazzetto, C Caterino, M Groth, E Ferrari, M Reichard, M Baumgart, ...
Molecular Biology and Evolution 39 (11), msac219, 2022
52022
Common pitfalls in machine learning applications to multi-center data: tests on the ABIDE I and ABIDE II collections
E Ferrari, P Bosco, G Spera, ME Fantacci, A Retico
Joint annual meeting ISMRM-ESMRMB, 2018
52018
Artificial Intelligence for Autism Spectrum Disorders
E Ferrari
Artificial Intelligence in Medicine, 1-15, 2021
42021
A causal learning framework for the analysis and interpretation of COVID-19 clinical data
E Ferrari, L Gargani, G Barbieri, L Ghiadoni, F Faita, D Bacciu
Plos one 17 (5), e0268327, 2022
32022
Structural MRI Does Not Support the DSM-5 Unification of the DSM-IV-TR Autism Spectrum Diagnoses
E Ferrari, A Giuliano, P Bosco, P Oliva, ME Fantacci, F Muratori, ...
INSAR_2018_Annual_Meeting_Abstract_Book, 444-444, 2018
2018
Confounding factors in machine-learning analysis of multicenter brain MRI data in Autism Spectrum Disorders
E Ferrari, P Bosco, G Spera, P Oliva, S Calderoni, F Muratori, L Biagi, ...
Atti del IX Congresso dell'Associazione Italiana Risonanza Magnetica in Medicina, 2018
2018
Novel Machine Learning Approaches in Multi-site Analysis for Autism Spectrum Disorders
E Ferrari, ME Fantacci, A Retico
DCBIOSTEC 2018 Abstracts, 2018
2018
Analisi di immagini biomediche per la ricerca di biomarcatori del Disturbo dello Spettro Autistico
E FERRARI
2017
Lifespan study by cross-sectional case-control comparisons in sliding age windows: test of ASD heterogeneity with One-Class Classifiers
P Oliva, A Giuliano, P Bosco, E Ferrari, M Tosetti, F Muratori, C Sara, ...
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