Deep learning-based segmentation of malignant pleural mesothelioma tumor on computed tomography scans: application to scans demonstrating pleural effusion

Tumor volume is a topic of interest for the prognostic assessment, treatment response evaluation, and staging of malignant pleural mesothelioma. Many mesothelioma patients present with, or develop, pleural fluid, which may complicate the segmentation of this disease. Deep convolutional neural networ...

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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:J Med Imaging (Bellingham)
Egile Nagusiak: Gudmundsson, Eyjolfur, Straus, Christopher M., Li, Feng, Armato, Samuel G.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Society of Photo-Optical Instrumentation Engineers 2020
Gaiak:
Special Section on Evaluation Methodologies for Clinical AI
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6987258/
https://ncbi.nlm.nih.gov/pubmed/32016133
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.7.1.012705
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