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Recent Advances of Utilizing Artificial Intelligence in Lab on a Chip for Diagnosis and Treatment

微流控 个性化医疗 计算机科学 纳米技术 实验室晶片 吞吐量 生化工程 人工智能 工程类 生物信息学 生物 材料科学 电信 无线
作者
Samaneh Zare Harofte,M. Soltani,Saeed Siavashy,Kaamran Raahemifar
出处
期刊:Small [Wiley]
卷期号:18 (42) 被引量:51
标识
DOI:10.1002/smll.202203169
摘要

Abstract Nowadays, artificial intelligence (AI) creates numerous promising opportunities in the life sciences. AI methods can be significantly advantageous for analyzing the massive datasets provided by biotechnology systems for biological and biomedical applications. Microfluidics, with the developments in controlled reaction chambers, high‐throughput arrays, and positioning systems, generate big data that is not necessarily analyzed successfully. Integrating AI and microfluidics can pave the way for both experimental and analytical throughputs in biotechnology research. Microfluidics enhances the experimental methods and reduces the cost and scale, while AI methods significantly improve the analysis of huge datasets obtained from high‐throughput and multiplexed microfluidics. This review briefly presents a survey of the role of AI and microfluidics in biotechnology. Also, the incorporation of AI with microfluidics is comprehensively investigated. Specifically, recent studies that perform flow cytometry cell classification, cell isolation, and a combination of them by gaining from both AI methods and microfluidic techniques are covered. Despite all current challenges, various fields of biotechnology can be remarkably affected by the combination of AI and microfluidic technologies. Some of these fields include point‐of‐care systems, precision, personalized medicine, regenerative medicine, prognostics, diagnostics, and treatment of oncology and non‐oncology‐related diseases.
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