Advances in artificial intelligence for predicting complication risks post-laparoscopic radical gastrectomy for gastric cancer: A significant leap forward.

IF 5.4 3区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY World Journal of Gastroenterology Pub Date : 2024-11-21 DOI:10.3748/wjg.v30.i43.4669
Hong-Niu Wang, Jia-Hao An, Liang Zong
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Abstract

In a recent paper, Hong et al developed an artificial intelligence (AI)-driven predictive scoring system for potential complications following laparoscopic radical gastrectomy for gastric cancer patients. They demonstrated that integrating AI with random forest models significantly improved the preoperative prediction and patient outcome management accuracy. By incorporating data from multiple centers, their model ensures standardization, reliability, and broad applicability, distinguishing it from the prior models. The present study highlights AI's potential in clinical decision support, aiding in the preoperative and postoperative management of gastric cancer patients. Our findings may pave the way for future prospective studies to further enhance AI-supported diagnoses in clinical practice.

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人工智能在预测腹腔镜胃癌根治术后并发症风险方面的进展:重大飞跃。
在最近的一篇论文中,Hong 等人开发了一种人工智能(AI)驱动的预测评分系统,用于预测胃癌患者腹腔镜根治性胃切除术后可能出现的并发症。他们证明,将人工智能与随机森林模型相结合,可显著提高术前预测和患者预后管理的准确性。通过整合多个中心的数据,他们的模型确保了标准化、可靠性和广泛的适用性,使其有别于之前的模型。本研究强调了人工智能在临床决策支持方面的潜力,有助于胃癌患者的术前和术后管理。我们的研究结果可能会为未来的前瞻性研究铺平道路,从而进一步加强人工智能在临床实践中的诊断支持。
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来源期刊
World Journal of Gastroenterology
World Journal of Gastroenterology 医学-胃肠肝病学
CiteScore
7.80
自引率
4.70%
发文量
464
审稿时长
2.4 months
期刊介绍: The primary aims of the WJG are to improve diagnostic, therapeutic and preventive modalities and the skills of clinicians and to guide clinical practice in gastroenterology and hepatology.
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