Advancing gastrointestinal stromal tumor management: The role of imagomics features in precision risk assessment

doi:10.4240/wjgs.v16.i9.2942

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World Journal of Gastrointestinal Surgery

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1948-9366

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

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World J Gastrointest Surg. Sep 27, 2024; 16(9): 2942-2952
Published online Sep 27, 2024. doi: 10.4240/wjgs.v16.i9.2942

Table 2 The optimal radiomic feature set selected through dimensionality reduction of partial sequences

Sequence screening	Imaging omics features
DWI (3)	[['original_shape_Sphericity']
	'wavelet-HHH_glszm_ZoneEntropy']
	['wavelet-LHH_firstorder_Kurtosis']
T1WI + CE-T1WI fs (5)	[['lbp-3D-k_firstorder_Minimum']
	['lbp-3D-m²_firstorder_Mean']
	['wavelet-HHL_glcm_ClusterShade']
	['wavelet-HLL_firstorder_Skewness']
	['wavelet-LHH_glszm_SizeZoneNonUniformityNormalized']
T1WI + T2WI + DWI +; CE-T1WI fs (5)	['wavelet-HHL_firstorder_Skewness']
	['wavelet-HLL_firstorder_Skewness']
	['wavelet-HLL_firstorder_Kurtosis']
	['original_shape_Maximum²DDiameterSlice']
	['wavelet-LHL_firstorder_Skewness']

DWI: Diffusion weighted imaging; T1WI: T1 weighted imaging; CE-T1WI fs: Contrast enhanced T1 weighted imaging with fat saturation; T2WI: T2 weighted imaging.

Citation: Pan GH, Zhou F, Chen WB, Pan ZJ. Advancing gastrointestinal stromal tumor management: The role of imagomics features in precision risk assessment. World J Gastrointest Surg 2024; 16(9): 2942-2952
URL: https://www.wjgnet.com/1948-9366/full/v16/i9/2942.htm
DOI: https://dx.doi.org/10.4240/wjgs.v16.i9.2942