Multi-phase features interaction transformer network for liver tumor segmentation and microvascular invasion assessment in contrast-enhanced CT

Precise segmentation of liver tumors from computed tomography (CT) scans is a prerequisite step in various clinical applications. Multi-phase CT imaging enhances tumor characterization, thereby assisting radiologists in accurate identification. However, existing automatic liver tumor segmentation mo...

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Veröffentlicht in:	Mathematical biosciences and engineering : MBE Jg. 21; H. 4; S. 5735 - 5761
Hauptverfasser:	Zhang, Wencong, Tao, Yuxi, Huang, Zhanyao, Li, Yue, Chen, Yingjia, Song, Tengfei, Ma, Xiangyuan, Zhang, Yaqin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States AIMS Press 24.04.2024
Schlagworte:	Algorithms Contrast Media contrast-enhanced ct Female Humans Image Processing, Computer-Assisted - methods Liver - blood supply Liver - diagnostic imaging Liver - pathology Liver Neoplasms - blood supply Liver Neoplasms - diagnostic imaging Liver Neoplasms - pathology liver tumor segmentation Male Microvessels - diagnostic imaging Microvessels - pathology multi-phase Neoplasm Invasiveness Radiographic Image Interpretation, Computer-Assisted - methods Tomography, X-Ray Computed transformer liver tumor segmentation transformer contrast-enhanced CT multi-phase
ISSN:	1551-0018, 1551-0018
Online-Zugang:	Volltext
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