Improving automatic segmentation of liver tumor images using a deep learning model

Improving automatic segmentation of liver tumor images using a deep learning model

Liver tumors are one of the most aggressive malignancies in the human body. Computer-aided technology and liver interventional surgery are effective in the prediction, identification and management of liver neoplasms. One of the important processes is to accurately grasp the morphological structure...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Zhendong Song, Huiming Wu, Wei Chen, Adam Slowik
Aineistotyyppi: Artikkeli
Kieli:English
Julkaistu: Elsevier 2024-04-01
Sarja:Heliyon
Aiheet:
Deep learning
Liver tumor
Loss function
Dice coefficient
Liver vessel segmentation
Image
Linkit:http://www.sciencedirect.com/science/article/pii/S2405844024045699

Internet

http://www.sciencedirect.com/science/article/pii/S2405844024045699

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