The results of operative treatment of gastroschisis have been improving in recent years. The survival rate is now between 50 and 60 p.c. It is very important to perform primary repair as soon as possible after birth. According to our own experiences resection of the bowel should be avoided as it gives a poor prognosis. Combined malformations of gastroschisis are very rare and their treatment should be tired since there is no other alternative. An own successfully treated case of combined malformations of gastroschisis with atresia of the small bowel is presented. Stenosis of the duodenum and tubular duplication are described
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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.
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Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy; Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
The heterogeneity of psychiatric disorders makes researching disorder-specific neurobiological markers an ill-posed problem. Here, we face the need for disease stratification models by presenting a generalizable multivariate normative modelling framework for characterizing brain morphology, applied to bipolar disorder (BD). We used deep autoencoders in an anomaly detection framework, combined for the first time with a confounder removal step that integrates training and external validation.
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Oral and Maxillofacial Radiology, Henry M. Goldman School of Dental Medicine, Boston, USA.
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