Deep Learning Techniques for Quantification of Tumour Necrosis in Post-neoadjuvant Chemotherapy Osteosarcoma Resection Specimens for Effective Treatment Planning

Deep Learning Techniques for Quantification of Tumour Necrosis in Post-neoadjuvant Chemotherapy Osteosarcoma Resection Specimens for Effective Treatment Planning

Osteosarcoma is a high-grade malignant bone tumour for which neoadjuvant chemotherapy is a vital component of the treatment plan. Chemotherapy brings about the death of tumour tissues, and the rate of their death is an essential factor in deciding on further treatment. The necrosis quantification is...

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Bibliographic Details
Main Authors: T. S. Saleena, P. Muhamed Ilyas, V. M. Kutty Sajna, A. K. M. Bahalul Haque
Format: Article
Language:ces
Published: Prague University of Economics and Business 2023-04-01
Series:Acta Informatica Pragensia
Subjects:
necrosis
u-net++
deeplabv3+
resnet
osteosarcoma
tissue volume calculation
Online Access:https://aip.vse.cz/artkey/aip-202301-0007_deep-learning-techniques-for-quanti-64257-cation-of-tumour-necrosis-in-post-neoadjuvant-chemotherapy-osteosarc.php

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