[Diagnosis of malignant pleural effusions using convolutional neural networks by the morphometric image analysis of facies of pleural exudate].

Journal: Khirurgiia

PMID: 32500688

Abstract

OBJECTIVE: To estimate the possibility of diagnosis of malignant pleural effusion using convolutional neural networks of facies images of pleural exudates obtained by the method of wedge-shaped dehydration.

Authors

S A Plaksin

Vagner Perm State Medical University, Perm, Russia.
L I Farshatova

Vagner Perm State Medical University, Perm, Russia.
I V Veselov

National Research University Higher School of Economics in Perm, Perm, Russia.
E B Zamyatina

National Research University Higher School of Economics in Perm, Perm, Russia.

Keywords

Exudates and Transudates Humans Image Processing, Computer-Assisted Neural Networks, Computer Pleural Effusion, Malignant Reproducibility of Results Sensitivity and Specificity

External Resources

View on PubMed Access via DOI PubMed (32500688)

[Diagnosis of malignant pleural effusions using convolutional neural networks by the morphometric image analysis of facies of pleural exudate].

Abstract

Authors

Keywords

External Resources

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