Biomedical Applications of Electromagnetic Detection: A Brief Review

被引：24

作者：

Huang, Pu ^{[1
]}

Xu, Lijun ^{[2
]}

Xie, Yuedong ^{[1
,2
]}

机构：

[1] Beihang Univ, Sch Instrumentat & Optoelect Engn, Beijing 100191, Peoples R China

[2] Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Beijing 100191, Peoples R China

来源：

BIOSENSORS-BASEL | 2021年 / 11卷 / 07期

关键词：

electromagnetic detection and biosensors; electromagnetic biological theory; biomedical application; frequency; machine learning; VOLTAGE ELECTROSTATIC-FIELD; TRANSCRANIAL MAGNETIC STIMULATION; CONVOLUTIONAL NEURAL-NETWORKS; BRAIN-TUMOR SEGMENTATION; EYE-MOVEMENT MONITOR; ELECTRIC-FIELD; POSTTHAWING QUALITY; PORK TENDERLOIN; COIL; CANCER;

D O I：

10.3390/bios11070225

中图分类号：

O65 [分析化学];

学科分类号：

070302 ; 081704 ;

摘要：

This paper presents a review on the biomedical applications of electromagnetic detection in recent years. First of all, the thermal, non-thermal, and cumulative thermal effects of electromagnetic field on organism and their biological mechanisms are introduced. According to the electromagnetic biological theory, the main parameters affecting electromagnetic biological effects are frequency and intensity. This review subsequently makes a brief review about the related biomedical application of electromagnetic detection and biosensors using frequency as a clue, such as health monitoring, food preservation, and disease treatment. In addition, electromagnetic detection in combination with machine learning (ML) technology has been used in clinical diagnosis because of its powerful feature extraction capabilities. Therefore, the relevant research involving the application of ML technology to electromagnetic medical images are summarized. Finally, the future development to electromagnetic detection for biomedical applications are presented.

引用

页数：35

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