Extracellular vesicles as biomarkers for metabolic dysfunction-associated steatotic liver disease staging using explainable artificial intelligence

doi:10.3748/wjg.v31.i22.106937

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Jun 14, 2025 (publication date) through Jun 15, 2025

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World Journal of Gastroenterology

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1007-9327

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

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World J Gastroenterol. Jun 14, 2025; 31(22): 106937
Published online Jun 14, 2025. doi: 10.3748/wjg.v31.i22.106937

Table 2 Summary of categorical features

Feature	Count	Missing (%)	Percentage
Sex	75	1.32	58.67 (males)
Diabetes	76	0	19.74
S0	21	0	27.63
S1	20	0	26.32
S2	14	0	18.42
S3	21	0	27.63
F0-F1	40	0	52.63
F2	23	0	30.26
F2-F3	5	0	6.58
F3-F4	2	0	2.63
F4	6	0	7.89

Citation: Trifylli EM, Angelakis A, Kriebardis AG, Papadopoulos N, Fortis SP, Pantazatou V, Koskinas J, Kranidioti H, Koustas E, Sarantis P, Manolakopoulos S, Deutsch M. Extracellular vesicles as biomarkers for metabolic dysfunction-associated steatotic liver disease staging using explainable artificial intelligence. World J Gastroenterol 2025; 31(22): 106937
URL: https://www.wjgnet.com/1007-9327/full/v31/i22/106937.htm
DOI: https://dx.doi.org/10.3748/wjg.v31.i22.106937