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Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks

Difficulty in detecting tumours in early stages is the major cause of mortalities in patients, despite the advancements in treatment and research regarding ovarian cancer. Deep learning algorithms were applied to serve the purpose as a diagnostic tool and applied to CT scan images of the ovarian reg...

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Principais autores: Ashwini Kodipalli, Steven L. Fernandes, Vaishnavi Gururaj, Shriya Varada Rameshbabu, Santosh Dasar
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-07-01
Serier:Diagnostics
Fag:
ovarian tumours
UNet
convolutional neural networks
VGG 16
DenseNet
ResNet
Online adgang:https://www.mdpi.com/2075-4418/13/13/2282
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