Personalizing withdrawal time by insertion time to achieve target adenoma detection rate in colonoscopy

doi:10.3748/wjg.v31.i38.111364

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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

Retrospective Study

World J Gastroenterol. Oct 14, 2025; 31(38): 111364
Published online Oct 14, 2025. doi: 10.3748/wjg.v31.i38.111364

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Figure 5 Study design. LightGBM: Light gradient boosting machine; XGBoost: Extreme gradient boosting; RF: Random forests; SVM: Support vector machine.

Citation: Xu BX, Xu CZ, Zhang HY, Chen XJ, Wei BN, Yang C. Personalizing withdrawal time by insertion time to achieve target adenoma detection rate in colonoscopy. World J Gastroenterol 2025; 31(38): 111364
URL: https://www.wjgnet.com/1007-9327/full/v31/i38/111364.htm
DOI: https://dx.doi.org/10.3748/wjg.v31.i38.111364

Xu BX, Xu CZ, Zhang HY, Chen XJ, Wei BN, Yang C. Personalizing withdrawal time by insertion time to achieve target adenoma detection rate in colonoscopy. World J Gastroenterol 2025; 31(38): 111364 [PMID: 41112006 DOI: 10.3748/wjg.v31.i38.111364]

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