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Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

Abstract Accurate segmentation of multiple organs in the head, neck, chest, and abdomen from medical images is an essential step in computer-aided diagnosis, surgical navigation, and radiation therapy. In the past few years, with a data-driven feature extraction approach and end-to-end training, aut...

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Detaylı Bibliyografya
Asıl Yazarlar: Xiaoyu Liu, Linhao Qu, Ziyue Xie, Jiayue Zhao, Yonghong Shi, Zhijian Song
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BMC 2024-06-01
Seri Bilgileri:BioMedical Engineering OnLine
Konular:
Online Erişim:https://doi.org/10.1186/s12938-024-01238-8
Etiketler: Etiketle
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