ColorNephroNet: Kidney tumor malignancy prediction using medical image colorization

ColorNephroNet: Kidney tumor malignancy prediction using medical image colorization

Renal tumor malignancy classification is one of the crucial tasks in urology, being a primary factor included in the decision of whether to perform kidney removal surgery (nephrectomy) or not. Currently, tumor malignancy prediction is determined by the radiological diagnosis based on computed tomogr...

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Bibliographic Details
Main Authors: Aleksander Obuchowski, Barbara Klaudel, Roman Karski, Bartosz Rydziński, Mateusz Glembin, Paweł Syty, Patryk Jasik
Format: Article
Language:English
Published: LibraryPress@UF 2022-05-01
Series:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Subjects:
medical image classification
transfer learning
colorization
renal
tumor
computer aided diagnosis
Online Access:https://journals.flvc.org/FLAIRS/article/view/130689
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https://journals.flvc.org/FLAIRS/article/view/130689

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