Prognostic role of Ki-67 in colorectal carcinoma: Development and evaluation of machine learning prediction models

doi:10.5306/wjco.v16.i8.107306

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Aug 24, 2025 (publication date) through Aug 20, 2025

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World Journal of Clinical Oncology

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2218-4333

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

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World J Clin Oncol. Aug 24, 2025; 16(8): 107306
Published online Aug 24, 2025. doi: 10.5306/wjco.v16.i8.107306

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Figure 1 Technical workflow for colorectal carcinoma Ki-67 predictive classification integrating case cohort assembly, whole-slide imaging, deep feature engineering, and machine learning modeling. CRC: Colorectal carcinoma; AI: Artificial intelligence; WSI: Whole-slide imaging.

Citation: Zeng DT, Li MJ, Lin R, Huang WJ, Li SD, Huang WY, Li B, Li Q, Chen G, Jiang JS. Prognostic role of Ki-67 in colorectal carcinoma: Development and evaluation of machine learning prediction models. World J Clin Oncol 2025; 16(8): 107306
URL: https://www.wjgnet.com/2218-4333/full/v16/i8/107306.htm
DOI: https://dx.doi.org/10.5306/wjco.v16.i8.107306