人工智能在胰腺癌诊疗领域的应用现状及前景

The current status and prospects of artificial intelligence in the diagnosis and treatment of pancreatic cancer

摘要:

人工智能（AI）在胰腺癌的诊疗中展现出巨大潜力，利用深度学习等算法，在医学影像分析、病理切片识别、药物疗效与预后预测以及新药研发等方面发挥着重要作用。尽管AI在应用过程中仍面临数据获取、模型可解释性等挑战，但随着技术的进步和数据共享的推进，AI有望在胰腺癌的早期筛查、个性化治疗和创新药物开发中发挥更大作用，从而改善患者预后。

Abstract:

Artificial intelligence (AI) has demonstrated great potential in the diagnosis and treatment of pancreatic cancer. It plays an important role in medical imaging analysis, pathological slide recognition, drug efficacy and prognosis prediction, as well as new drug development by leveraging deep learning algorithms. Despite challenges such as data acquisition and model interpretability, advancements in technology and data sharing are expected to further enhance its role in early screening, personalized treatment, and innovative drug discovery for pancreatic cancer, ultimately improving patient outcomes.