将一篇英文文章翻译成中文，并保留原始格式。
英文文章：[以下是一篇英文文章]
Research on the use of machine learning algorithms in medical diagnosis has become increasingly popular in recent years. However, the accuracy and reliability of these algorithms are still a matter of concern for healthcare providers. In this study, we propose a novel approach for improving the accuracy and reliability of machine learning algorithms in medical diagnosis by combining them with expert knowledge from healthcare professionals. Our experimental results demonstrate that our proposed approach significantly improves the performance of the machine learning algorithms and provides more reliable and accurate medical diagnosis.
研究机器学习算法在医学诊断中的应用已经逐渐流行起来。然而，这些算法的准确性和可靠性仍然是医疗保健提供者关注的问题。在本研究中，我们提出了一种新颖的方法，通过将医疗保健专家的专业知识与机器学习算法相结合，以改善医学诊断中机器学习算法的准确性和可靠性。我们的实验结果表明，我们提出的方法显著提高了机器学习算法的性能，并提供了更可靠和准确的医学诊断。