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Deprecated: Implicit conversion from float 211.6 to int loses precision in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 534 Stud+Health+Technol+Inform 2021 ; 281 (ä): 518-519 Nephropedia Template TP
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COVID-19 Image Segmentation Based on Deep Learning and Ensemble Learning #MMPMID34042629
Meyer P; Muller D; Soto-Rey I; Kramer F
Stud Health Technol Inform 2021[May]; 281 (ä): 518-519 PMID34042629show ga
Medical imaging offers great potential for COVID-19 diagnosis and monitoring. Our work introduces an automated pipeline to segment areas of COVID-19 infection in CT scans using deep convolutional neural networks. Furthermore, we evaluate the performance impact of ensemble learning techniques (Bagging and Augmenting). Our models showed highly accurate segmentation results, in which Bagging achieved the highest dice similarity coefficient.