论文标题

空间转录组学分析中的新兴人工智能应用

Emerging Artificial Intelligence Applications in Spatial Transcriptomics Analysis

论文作者

Li, Yijun, Stanojevic, Stefan, Garmire, Lana X.

论文摘要

在过去的几年中,空间转录组学(ST)已显着发展。这种进步迫切需要新颖的计算方法来应对ST数据分析的独特挑战。已经开发了许多人工智能(AI)方法来利用各种机器学习和深度学习技术进行计算ST分析。这篇综述提供了对当前AI方法进行ST分析的全面,最新的调查。

Spatial transcriptomics (ST) has advanced significantly in the last few years. Such advancement comes with the urgent need for novel computational methods to handle the unique challenges of ST data analysis. Many artificial intelligence (AI) methods have been developed to utilize various machine learning and deep learning techniques for computational ST analysis. This review provides a comprehensive and up-to-date survey of current AI methods for ST analysis.

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