Titlebook: Imaging Non-traumatic Abdominal Emergencies in Pediatric Patients; Vittorio Miele,Margherita Trinci Book 2016 Springer International Publi

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Margherita Trinci,Caterina Maria Trinci,Michele Galluzzo,Eugenio Rossi,Massimo Zeccolini,Vittorio Mimages using deep learning methods is critical for gliomas diagnosis. Deep learning segmentation architectures, especially based on fully convolutional neural network, have proved great performance on medical image segmentation. However, these approaches cannot explicitly model global information and

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Marinella Nanni,Maria Gabriella Merola,Stefania Ianniello,Cinzia Orazi,Paolo Maria Schingo,MargheritBraTS Continuous Evaluation initiative, we exploit a 3D nnU-Net for this task which was ranked at the . place (out of 1600 participants) in the BraTS’21 Challenge. We benefit from an ensemble of deep models enhanced with the expert knowledge of a senior radiologist captured in a form of several post

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Maria Elena Latini,Sara Riccioni,Nicola Recchia,Maria Napoletano,Michele Scialpi) studies of brain tumours are widely used in the therapy process. Due to the overlap between the intensity distributions of healthy, enhanced, non-enhancing, and edematous areas, automated segmentation of tumours is a complicated task. Convolutional neural networks (CNNs) have been utilized as the

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Francesca Pancrazi,Giulia Angelini,Laura Turturici,Laura Tasciotti,Claudio Defilippi,Michele TonerinBraTS Continuous Evaluation initiative, we exploit a 3D nnU-Net for this task which was ranked at the . place (out of 1600 participants) in the BraTS’21 Challenge. We benefit from an ensemble of deep models enhanced with the expert knowledge of a senior radiologist captured in a form of several post

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Intestinal Stenosis and Atresiahose occurring proximal to the ileum, whereas low obstructions involve the distal ileum and colon and typically result in dilation of several bowel loops. These abnormalities are a significant cause of morbidity in children and, less frequently, in adults. Most of these congenital anomalies, especia

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Intestinal Malrotation and Volvulusrt of the intestinal tract during the first trimester of embryonic development. Malrotation is accompanied by abnormal bowel fixation, resulting in a narrow-based attachment of the mesentery and the presence of abnormal peritoneal bands (Ladd’s bands). These abnormalities lead to increased risks of

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Meconium Ileusoncerning the gastrointestinal tract in the patients with cystic fibrosis are malabsorption and constipation. The most serious cases may be associated with complications such as occlusion and intestinal perforation..Meconium ileus and DIOS are emergency diseases in pediatric patients and require a q

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Necrotizing Enterocolitispreterm newborns especially those with very low weight at birth. The age of onset of NEC is inversely proportional to gestational age. The term newborns develop NEC much earlier than preterm infants, with the average age of the onset by the first week of life, if not within the first 2–3 days. The m