Deep neural network ensemble for on-the-fly quality control-driven segmentation of cardiac MRI T1 mapping

Recent developments in artificial intelligence have generated increasing interest to deploy automated image analysis for diagnostic imaging and large-scale clinical applications. However, inaccuracy from automated methods could lead to incorrect conclusions, diagnoses or even harm to patients. Manua...

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Vydáno v:Med Image Anal
Hlavní autoři: Hann, Evan, Popescu, Iulia A., Zhang, Qiang, Gonzales, Ricardo A., Barutçu, Ahmet, Neubauer, Stefan, Ferreira, Vanessa M., Piechnik, Stefan K.
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2021
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8204226/
https://ncbi.nlm.nih.gov/pubmed/33831594
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2021.102029
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