Search Results - "Barile, Berardino"

Causal impact evaluation of occupational safety policies on firms’ default using machine learning uplift modelling by Barile, Berardino, Forti, Marco, Marrocco, Alessia, Castaldo, Angelo

“…It is often undermined that occupational safety policies do not only displace a direct effect on work well-being, but also an indirect effect on firms’…”
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New multiple sclerosis lesion segmentation and detection using pre-activation U-Net by Ashtari, Pooya, Barile, Berardino, Van Huffel, Sabine, Sappey-Marinier, Dominique

“…Automated segmentation of new multiple sclerosis (MS) lesions in 3D MRI data is an essential prerequisite for monitoring and quantifying MS progression. Manual…”
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Multiple sclerosis clinical forms classification with graph convolutional networks based on brain morphological connectivity by Chen, Enyi, Barile, Berardino, Durand-Dubief, Françoise, Grenier, Thomas, Sappey-Marinier, Dominique

“…Multiple Sclerosis (MS) is an autoimmune disease that combines chronic inflammatory and neurodegenerative processes underlying different clinical forms of…”
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Classification of multiple sclerosis clinical profiles using machine learning and grey matter connectome by Barile, Berardino, Ashtari, Pooya, Stamile, Claudio, Marzullo, Aldo, Maes, Frederik, Durand-Dubief, Françoise, Van Huffel, Sabine, Sappey-Marinier, Dominique

“…The main goal of this study is to investigate the discrimination power of Grey Matter (GM) thickness connectome data between Multiple Sclerosis (MS) clinical…”
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Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis by Barile, Berardino, Marzullo, Aldo, Stamile, Claudio, Durand-Dubief, Françoise, Sappey-Marinier, Dominique

“…•Generating synthetic brain networks is not trivial due to multiple interconnections between different nodes.•Generative Adversarial Autoencoder neural network…”
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DOES INITIAL ACCESS TO BANK LOANS PREDICT START‐UPS' FUTURE DEFAULT PROBABILITY? EVIDENCE FROM ITALY by Castaldo, Angelo, De Luca, Giuliana, Barile, Berardino

“…In Europe, several countries have established public loan guarantee funds throughout direct/indirect loan programs to facilitate the access of SMEs and…”
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Multiple Sclerosis Clinical Forms Classification Study with Graph Convolutional Networks by Chen, Enyi, Barile, Berardino, Durand-Dubief, Françoise, Grenier, Thomas, Sappey-Marinier, Dominique

“…Multiple Sclerosis (MS) is an autoimmune disease that combines chronic inflammatory and neurodegenerative processes underlying different clinical forms of…”
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Ensemble Learning for Multiple Sclerosis Disability Estimation Using Brain Structural Connectivity by Barile, Berardino, Marzullo, Aldo, Stamile, Claudio, Durand-Dubief, Françoise, Sappey-Marinier, Dominique

“…Multiple sclerosis (MS) is an autoimmune inflammatory disease of the central nervous system characterized by demyelination and neurodegeneration processes. It…”
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T1/T2 ratio: A quantitative sensitive marker of brain tissue integrity in multiple sclerosis by Hannoun, Salem, Kocevar, Gabriel, Codjia, Pekes, Barile, Berardino, Cotton, Francois, Durand‐Dubief, Francoise, Sappey‐Marinier, Dominique

“…Background and Purpose The aim of this study is to determine whether cerebral white matter (WM) microstructural damage, defined by decreased fractional…”
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Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs by Durso-Finley, Joshua, Barile, Berardino, Falet, Jean-Pierre, Arnold, Douglas L, Pawlowski, Nick, Arbel, Tal

“…Personalized medicine based on medical images, including predicting future individualized clinical disease progression and treatment response, would have an…”
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