Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

BACKGROUND: Although several deep learning (DL) calcium scoring methods have achieved excellent performance for specific CT protocols, their performance in a range of CT examination types is unknown. PURPOSE: To evaluate the performance of a DL method for automatic calcium scoring across a wide rang...

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Vydáno v:Radiology
Hlavní autoři: van Velzen, Sanne G. M., Lessmann, Nikolas, Velthuis, Birgitta K., Bank, Ingrid E. M., van den Bongard, Desiree H. J. G., Leiner, Tim, de Jong, Pim A., Veldhuis, Wouter B., Correa, Adolfo, Terry, James G., Carr, John Jeffrey, Viergever, Max A., Verkooijen, Helena M., Išgum, Ivana
Médium: Artigo
Jazyk:Inglês
Vydáno: Radiological Society of North America 2020
Témata:
Original Research
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7106943/
https://ncbi.nlm.nih.gov/pubmed/32043947
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/radiol.2020191621
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