Magnetic resonance imaging-based radiomics signature for predicting preoperative staging of esophageal cancer

doi:10.4329/wjr.v17.i8.110307

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Aug 28, 2025 (publication date) through Aug 31, 2025

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World Journal of Radiology

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1949-8470

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Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

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World J Radiol. Aug 28, 2025; 17(8): 110307
Published online Aug 28, 2025. doi: 10.4329/wjr.v17.i8.110307

Table 2 Selected radiomics features of esophageal cancer patients

Task	MRI	Feature name	Coefficient
Tumor node metastasis stage prediction	T2WI
		Original_firstorder_Median	0.921642536
		Original_shape_Elongation	0.967002183
		Original_glcm_Correlation	0.246781324
	T1WI-Gd
		Original_shape_LeastAxisLength	0.875999143
		Original_shape_Elongation	0.967002356
		Original_glcm_DifferenceAverage	0.109732763
		Original_firstorder_Kurtosis	0.605404872
		Original_firstorder_Median	0.921642536
		Original_glszm_LowGrayLevelZoneEmphasis	0.274812737
		Original_glcm_Imc1	0.638235237
		Original_gldm_LargeDependenceHighGrayLevelEmphasis	0.209360630
		Original_shape_MajorAxisLength	0.149464274
		Original_ngtdm_Strength	0.214134941
		Original_glcm_Idn	0.983044251
		Original_firstorder_10Percentile	0.303070619
		Original_glszm_SizeZoneNonUniformity	0.126542445
		Original_ngtdm_Complexity	0.524606933

MRI: Magnetic resonance imaging; T1WI: T1-weighted imaging; T2WI: T2-weighted imaging.

Citation: Yang RH, Lin ZP, Dong T, Fan WX, Qin HD, Jiang GH, Dai HY. Magnetic resonance imaging-based radiomics signature for predicting preoperative staging of esophageal cancer. World J Radiol 2025; 17(8): 110307
URL: https://www.wjgnet.com/1949-8470/full/v17/i8/110307.htm
DOI: https://dx.doi.org/10.4329/wjr.v17.i8.110307