Search Results - "normative deep autoencoder"

A generalizable normative deep autoencoder for brain morphological anomaly detection: application to the multi-site StratiBip dataset on bipolar disorder in an external validation framework by Sampaio, Inês Won, Tassi, Emma, Bellani, Marcella, Benedetti, Francesco, Nenadić, Igor, Phillips, Mary L., Piras, Fabrizio, Yatham, Lakshmi, Bianchi, Anna Maria, Brambilla, Paolo, Maggioni, Eleonora

“…The heterogeneity of psychiatric disorders makes researching disorder-specific neurobiological markers an ill-posed problem. Here, we face the need for disease…”
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A generalizable normative deep autoencoder for brain morphological anomaly detection: application to the multi-site StratiBip dataset on bipolar disorder in an external validation framework by Sampaio, Inês Won, Tassi, Emma, Bellani, Marcella, Benedetti, Francesco, Nenadic, Igor, Phillips, Mary, Piras, Fabrizio, Yatham, Lakshmi, Bianchi, Anna Maria, Brambilla, Paolo, Maggioni, Eleonora

“…The heterogeneity of psychiatric disorders makes researching disorder-specific neurobiological markers an ill-posed problem. Here, we face the need for disease…”
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Personalized MRI-based characterization of subcortical anomalies in Ataxia-Telangiectasia using deep-learning by Saini, Catalina, Salazar-Vilches, Cristian, Blanchard, Caroline C.V., Whitehouse, William P., Parra, Denis, Dineen, Rob A., Pszczolkowski, Stefan

“… A normative deep autoencoder that reconstructs these features was trained on healthy subjects…”
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