Automated Detection and Segmentation of Brain Metastases in Malignant Melanoma: Evaluation of a Dedicated Deep Learning Model

BACKGROUND AND PURPOSE: Malignant melanoma is an aggressive skin cancer in which brain metastases are common. Our aim was to establish and evaluate a deep learning model for fully automated detection and segmentation of brain metastases in patients with malignant melanoma using clinical routine MR i...

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Detalhes bibliográficos
Publicado no:AJNR Am J Neuroradiol
Main Authors: Pennig, L., Shahzad, R., Caldeira, L., Lennartz, S., Thiele, F., Goertz, L., Zopfs, D., Meißner, A.-K., Fürtjes, G., Perkuhn, M., Kabbasch, C., Grau, S., Borggrefe, J., Laukamp, K.R.
Formato: Artigo
Idioma:Inglês
Publicado em: American Society of Neuroradiology 2021
Assuntos:
Adult Brain
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8040988/
https://ncbi.nlm.nih.gov/pubmed/33541907
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3174/ajnr.A6982
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