A Way of Bionic Control Based on EI, EMG, and FMG Signals

Briko, Andrey; Kapravchuk, Vladislava; Kobelev, Alexander; Hammoud, Ahmad; Leonhardt, Steffen; Ngo, Chuong; Gulyaev, Yuri V.; Щукин, С. И.

doi:10.3390/s22010152

Cited by 15 publications

(7 citation statements)

References 59 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Two of the most widely used polymeric carriers of nucleic acids are polyethyleneimine (PEI) and poly (lactic-co-glycolic acid) (PLGA) [215]. PEI has been widely used as the foundation for gene delivery since 1995 as a result of its high transfection effectiveness [236][237][238]. Because nucleic acids are negatively charged, the polymer's positive charge is appropriate for condensing with them to create polyplexes and in general, the PEI is recognized for its remarkable ability to bind to miRs and transfect cells [239,240].…”

Section: Polymer-based Vectorsmentioning

confidence: 99%

The various role of microRNAs in breast cancer angiogenesis, with a special focus on novel miRNA-based delivery strategies

Yang

Zhang

et al. 2023

Cancer Cell Int

View full text Add to dashboard Cite

After skin malignancy, breast cancer is the most widely recognized cancer detected in women in the United States. Breast cancer (BCa) can happen in all kinds of people, but it's much more common in women. One in four cases of cancer and one in six deaths due to cancer are related to breast cancer. Angiogenesis is an essential factor in the growth of tumors and metastases in various malignancies. An expanded level of angiogenesis is related to diminished endurance in BCa patients. This function assumes a fundamental part inside the human body, from the beginning phases of life to dangerous malignancy. Various factors, referred to as angiogenic factors, work to make a new capillary. Expanding proof demonstrates that angiogenesis is managed by microRNAs (miRNAs), which are small non-coding RNA with 19–25 nucleotides. MiRNA is a post-transcriptional regulator of gene expression that controls many critical biological processes. Endothelial miRNAs, referred to as angiomiRs, are probably concerned with tumor improvement and angiogenesis via regulation of pro-and anti-angiogenic factors. In this article, we reviewed therapeutic functions of miRNAs in BCa angiogenesis, several novel delivery carriers for miRNA-based therapeutics, as well as CRISPR/Cas9 as a targeted therapy in breast cancer.

show abstract

Section: Polymer-based Vectorsmentioning

confidence: 99%

The various role of microRNAs in breast cancer angiogenesis, with a special focus on novel miRNA-based delivery strategies

Yang

Zhang

et al. 2023

Cancer Cell Int

View full text Add to dashboard Cite

show abstract

“… Application of FMG, EMG and EIT. From the top center picture, in a clockwise order: bionic control based on EIT, EMG and FMG [ 109 ]. An EMG gesture recognition system [ 110 ].…”

Section: Figurementioning

confidence: 99%

“…In this section, we will introduce some applications of three techniques in HMI, medical, and healthcare. [109]. An EMG gesture recognition system [110].…”

Section: Applicationmentioning

confidence: 99%

See 1 more Smart Citation

A Review of EMG-, FMG-, and EIT-Based Biosensors and Relevant Human–Machine Interactivities and Biomedical Applications

Zheng

Zhao

et al. 2022

Biosensors

View full text Add to dashboard Cite

Wearables developed for human body signal detection receive increasing attention in the current decade. Compared to implantable sensors, wearables are more focused on body motion detection, which can support human–machine interaction (HMI) and biomedical applications. In wearables, electromyography (EMG)-, force myography (FMG)-, and electrical impedance tomography (EIT)-based body information monitoring technologies are broadly presented. In the literature, all of them have been adopted for many similar application scenarios, which easily confuses researchers when they start to explore the area. Hence, in this article, we review the three technologies in detail, from basics including working principles, device architectures, interpretation algorithms, application examples, merits and drawbacks, to state-of-the-art works, challenges remaining to be solved and the outlook of the field. We believe the content in this paper could help readers create a whole image of designing and applying the three technologies in relevant scenarios.

show abstract

“…A combination of simultaneous EIM and EMG can be helpful for a better understanding of EIM, since the muscle contraction component within the EIM signal can be detected and separated using EMG data. Recent studies have shown that the combination of EMG and bioimpedance may detect the muscle contraction more reliably [27][28][29] and may have a high potential for the detection and estimation of the muscle force/torque [30]. A wearable design that makes the device portable for physical activities such as walking, running, sit-to-stand, stairs climbing, etc.…”

Section: Introductionmentioning

confidence: 99%

A Wearable, Multi-Frequency Device to Measure Muscle Activity Combining Simultaneous Electromyography and Electrical Impedance Myography

Ngo

Muñoz

Lueken

et al. 2022

Sensors

Self Cite

View full text Add to dashboard Cite

The detection of muscle contraction and the estimation of muscle force are essential tasks in robot-assisted rehabilitation systems. The most commonly used method to investigate muscle contraction is surface electromyography (EMG), which, however, shows considerable disadvantages in predicting the muscle force, since unpredictable factors may influence the detected force but not necessarily the EMG data. Electrical impedance myography (EIM) investigates the change in electrical impedance during muscle activities and is another promising technique to investigate muscle functions. This paper introduces the design, development, and evaluation of a device that performs EMG and EIM simultaneously for more robust measurement of muscle conditions subject to artifacts. The device is light, wearable, and wireless and has a modular design, in which the EMG, EIM, micro-controller, and communication modules are stacked and interconnected through connectors. As a result, the EIM module measures the bioimpedance between 20 and 200 Ω with an error of less than 5% at 140 SPS. The settling time during the calibration phase of this module is less than 1000 ms. The EMG module captures the spectrum of the EMG signal between 20–150 Hz at 1 kSPS with an SNR of 67 dB. The micro-controller and communication module builds an ARM-Cortex M3 micro-controller which reads and transfers the captured data every 1 ms over RF (868 Mhz) with a baud rate of 500 kbps to a receptor connected to a PC. Preliminary measurements on a volunteer during leg extension, walking, and sit-to-stand showed the potential of the system to investigate muscle function by combining simultaneous EMG and EIM.

show abstract

A Way of Bionic Control Based on EI, EMG, and FMG Signals

Cited by 15 publications

References 59 publications

The various role of microRNAs in breast cancer angiogenesis, with a special focus on novel miRNA-based delivery strategies

The various role of microRNAs in breast cancer angiogenesis, with a special focus on novel miRNA-based delivery strategies

A Review of EMG-, FMG-, and EIT-Based Biosensors and Relevant Human–Machine Interactivities and Biomedical Applications

A Wearable, Multi-Frequency Device to Measure Muscle Activity Combining Simultaneous Electromyography and Electrical Impedance Myography

Contact Info

Product

Resources

About