人工智能技术在肺癌诊断中的研究进展和应用

Research progress and application of artificial intelligence technology in lung cancer diagnosis

随着科技的飞速发展,人工智能(Artificial Intelligence,AI)在医疗领域的应用愈发广泛,特别是在肺癌诊断方面备受瞩目。肺癌早期诊断对治疗和生存率至关重要,而AI的应用有助于医生更精准地诊断肺癌,提高准确性和效率。本文将详细介绍AI技术在肺癌诊断方面的研究进展,涵盖肺癌筛查、影像学诊断、基因突变检测、血液肿瘤标志物检测以及病理学检测等多个方面。然而,AI在肺癌诊断中的应用仍面临一些挑战,需要进一步的研究和改进。

The use of artificial intelligence in the medical field has become increasingly widespread,particularly in the diagnosis of lung cancer.Early and accurate diagnosis of lung cancer is crucial for effective treatment and improved survival rates.AI technology has been shown to aid doctors in diagnosing lung cancer with greater precision,thereby improving accuracy and efficiency.This paper provides a detailed overview of the research progress of AI technology in lung cancer diagnosis,covering various aspects such as lung cancer screening,imaging diagnosis,gene mutation detection,blood tumour marker detection,and pathology detection.However,the use of AI in diagnosing lung cancer still presents challenges and requires further research and improvement.