Mechanism of peripheral nerve modulation and recent applications
Open accessAbstract
Neuromodulation is a multi-interdisciplinary field of neuroscience, neural engineering, and medicine in a complex, but a way of understanding. Recently, the interest and researches in this field have been attracted due to its promising applications such as bionic limbs and bioelectronic medicine. For easier entry into this field, in this review, we approach the basic mechanism, methods, and applications of peripheral neuromodulation sequentially. Firstly, the overall structure and functions of the human nervous system are introduced, especially in the peripheral nervous system (PNS). Specifically, the fundamental neurophysiology regarding action potentials and neural signals is introduced to understand the communication between the neurons. Thereafter, two main methods for peripheral neuromodulation, which are electrical and optogenetic approaches, are introduced with the principles of the state-of-art devices. Finally, advanced applications of neuromodulation combined with the sensor, stimulator, and controller, called a closed-loop system are introduced with an example of bionic limbs.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Normal functions of the heart and blood vessels, recovery progress of injured tissue, and abnormality of central nervous signal require devices to be implanted inside the body for long-term status monitoring.
“For example, the normal functions of the heart and blood vessels (Ouyang et al. 2021), the recovery progress of the injured tissue (Zhang et al. 2021), and the abnormality of the central nervous signal (Shin et al. 2021), etc., all of which require devices to be implanted inside the body for a long-term status monitoring (Jiang et al. 2020).”
From Artificial intelligence enhanced sensors - enabling technologies to next-generation healthcare and biomedical platform (2023) · cites this paper as Shin et al. 2021
Cites
Millisecond-timescale, genetically targeted optical control of neural activity
Boyden, E. S., Zhang, F., Bamberg, E., Nagel, G., & Deisseroth, K. A. (2005) · Nature Neuroscience · doi:10.1038/nn1525 · Cited by 4,831 · see citing works
Henry, M. A. (1995) · The Journal of the American Dental Association · doi:10.14219/jada.archive.1995.0108 · Cited by 3,454 · see citing works
Electrical stimulation of excitable tissue: design of efficacious and safe protocols
Merrill, D. R., Bikson, M., & Jefferys, J. G. R. (2005) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2004.10.020 · Cited by 2,078 · see citing works
Optogenetics in neural systems
Yizhar, O., Fenno, L. E., Davidson, T. J., Mogri, M., & Deisseroth, K. (2011) · Neuron · doi:10.1016/j.neuron.2011.06.004 · Cited by 1,881 · see citing works
The development and application of optogenetics
Fenno, L., Yizhar, O., & Deisseroth, K. (2011) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-061010-113817 · Cited by 1,822 · see citing works
The components of membrane conductance in the giant axon of Loligo
Hodgkin, A. L., & Huxley, A. F. (1952) · The Journal of Physiology · doi:10.1113/jphysiol.1952.sp004718 · Cited by 1,418 · see citing works
Functional and chemical anatomy of the afferent vagal system
Berthoud, H.-R., & Neuhuber, W. L. (2000) · Autonomic Neuroscience · doi:10.1016/s1566-0702(00)00215-0 · Cited by 1,280 · see citing works
Schmidt‐Nielsen, K. (1997) · Cambridge University Press eBooks · doi:10.1017/9780511801822 · Cited by 1,154 · see citing works
Restoring natural sensory feedback in real-time bidirectional hand prostheses
Raspopovic, S., Capogrosso, M., Petrini, F. M., Bonizzato, M., Rigosa, J., Di Pino, G., Carpaneto, J., Controzzi, M., Boretius, T., Fernandez, E., et al. (2014) · Science Translational Medicine · doi:10.1126/scitranslmed.3006820 · Cited by 1,001 · see citing works
CONDUCTION VELOCITY AND DIAMETER OF NERVE FIBERS
Hursh, J. B. (1939) · American Journal of Physiology-Legacy Content · doi:10.1152/ajplegacy.1939.127.1.131 · Cited by 916 · see citing works
ReaChR: a red-shifted variant of channelrhodopsin enables deep transcranial optogenetic excitation
Lin, J. Y., Knutsen, P. M., Muller, A., Kleinfeld, D., & Tsien, R. Y. (2013) · Nature Neuroscience · doi:10.1038/nn.3502 · Cited by 837 · see citing works
A neural interface provides long-term stable natural touch perception
Tan, D. W., Schiefer, M. A., Keith, M. W., Anderson, J. R., Tyler, J., & Tyler, D. J. (2014) · Science Translational Medicine · doi:10.1126/scitranslmed.3008669 · Cited by 751 · cited 1× · see citing works
“Since the electrode at the invasive method is adjacent to the axon, it is possible to exceed the threshold value of the axon even using less current and has higher spatial selectiveness than the non-invasive method.([42,43]) This point is also closely related to long-term implantation.”
Sympathetic Nervous System Overactivity and Its Role in the Development of Cardiovascular Disease
Malpas, S. C. (2010) · Physiological Reviews · doi:10.1152/physrev.00007.2009 · Cited by 696 · see citing works
Analysis of Models for External Stimulation of Axons
Rattay, F. (1986) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.1986.325670 · Cited by 681 · see citing works
Stoney, S. D., Thompson, W., & Asanuma, H. (1968) · Journal of Neurophysiology · doi:10.1152/jn.1968.31.5.659 · Cited by 670 · see citing works
The Autonomic Nervous System and Heart Failure
Florea, V. G., & Cohn, J. N. (2014) · Circulation Research · doi:10.1161/circresaha.114.302589 · Cited by 577 · see citing works
A model of safe levels for electrical stimulation
Shannon, R. V. (1992) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.126616 · Cited by 526 · see citing works
Chronic vagus nerve stimulation: A new and promising therapeutic approach for chronic heart failure
De Ferrari, G. M., Crijns, H. J. G. M., Borggrefe, M., Milasinovic, G., Smid, J., Zabel, M., Gavazzi, A., Sanzo, A., Dennert, R., Kuschyk, J., et al. (2011) · European Heart Journal · doi:10.1093/eurheartj/ehq391 · Cited by 523 · see citing works
Prospective Long‐Term Study of Vagus Nerve Stimulation for the Treatment of Refractory Seizures
DeGiorgio, C. M., Schachter, S. C., Handforth, A., Salinsky, M., Thompson, J., Uthman, B., Reed, R., Collin, S., Tecoma, E., Morris, G. L., et al. (2000) · Epilepsia · doi:10.1111/j.1528-1157.2000.tb00325.x · Cited by 479 · see citing works
A transverse intrafascicular multichannel electrode (TIME) to interface with the peripheral nerve
Boretius, T., Badia, J., Pascual-Font, A., Schuettler, M., Navarro, X., Yoshida, K., & Stieglitz, T. (2010) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2010.05.010 · Cited by 470 · cited 1× · see citing works
“This makes the electrodes address the fascicles and axons directly over the cross-view of the nerve.([40]) The regenerative electrode is mainly used for nerve regeneration.”
BackgroundProsthesis with neuromorphic multilayered e-dermis perceives touch and pain
Osborn, L. E., Dragomir, A., Betthauser, J. L., Hunt, C. L., Nguyen, H. H., Kaliki, R. R., & Thakor, N. V. (2018) · Science Robotics · doi:10.1126/scirobotics.aat3818 · Cited by 427 · see citing works
Double nerve intraneural interface implant on a human amputee for robotic hand control
Rossini, P. M., Micera, S., Benvenuto, A., Carpaneto, J., Cavallo, G., Citi, L., Cipriani, C., Denaro, L., Denaro, V., Di Pino, G., et al. (2010) · Clinical Neurophysiology · doi:10.1016/j.clinph.2010.01.001 · Cited by 396 · see citing works
Construction of implantable optical fibers for long-term optogenetic manipulation of neural circuits
Sparta, D. R., Stamatakis, A. M., Phillips, J. L., Hovelsø, N., van Zessen, R., & Stuber, G. D. (2012) · Nature Protocols · doi:10.1038/nprot.2011.413 · Cited by 394 · see citing works
A Materials Roadmap to Functional Neural Interface Design
Wellman, S. M., Eles, J. R., Ludwig, K. A., Seymour, J. P., Michelson, N. J., McFadden, W. E., Vazquez, A. L., & Kozai, T. D. Y. (2018) · Advanced Functional Materials · doi:10.1002/adfm.201701269 · Cited by 389 · see citing works
George, J. A., Kluger, D. T., Davis, T. S., Wendelken, S. M., Okorokova, E. V., He, Q., Duncan, C. C., Hutchinson, D. T., Thumser, Z. C., Beckler, D. T., et al. (2019) · Science Robotics · doi:10.1126/scirobotics.aax2352 · Cited by 388 · see citing works
Effective weight control via an implanted self-powered vagus nerve stimulation device
Yao, G., Kang, L., Li, J., Long, Y., Wei, H., Ferreira, C. A., Jeffery, J. J., Lin, Y., Cai, W., & Wang, X. (2018) · Nature Communications · doi:10.1038/s41467-018-07764-z · Cited by 348 · see citing works
A closed-loop hand prosthesis with simultaneous intraneural tactile and position feedback
D’Anna, E., Valle, G., Mazzoni, A., Strauss, I., Iberite, F., Patton, J., Petrini, F. M., Raspopovic, S., Granata, G., Di Iorio, R., et al. (2019) · Science Robotics · doi:10.1126/scirobotics.aau8892 · Cited by 321 · see citing works
Excitation of Central Nervous System Neurons by Nonuniform Electric Fields
McIntyre, C. C., & Grill, W. M. (1999) · Biophysical Journal · doi:10.1016/s0006-3495(99)77251-6 · Cited by 319 · see citing works
Brief, Noninjurious Electric Waveform for Stimulation of the Brain
Lilly, J. C., Hughes, J. R., Alvord, E. C., & Galkin, T. W. (1955) · Science · doi:10.1126/science.121.3144.468 · Cited by 287 · see citing works
Peripheral nerve fascicles: Anatomy and clinical relevance
Stewart, J. D. (2003) · Muscle & Nerve · doi:10.1002/mus.10454 · Cited by 265 · see citing works
Autonomic Consequences of Spinal Cord Injury
Hou, S., & Rabchevsky, A. G. (2014) · Comprehensive physiology · doi:10.1002/cphy.c130045 · Cited by 241 · see citing works
Badia, J., Boretius, T., Andreu, D., Azevedo-Coste, C., Stieglitz, T., & Navarro, X. (2011) · Journal of Neural Engineering · doi:10.1088/1741-2560/8/3/036023 · Cited by 227 · see citing works
Selective blockage of voltage-dependent K+ channels by a novel scorpion toxin
Carbone, E., Wanke, E., Prestipino, G., et al. (1982) · Nature · doi:10.1038/296090a0 · Cited by 209 · see citing works
Neural Interface Technology for Rehabilitation: Exploiting and Promoting Neuroplasticity
Wang, W., Collinger, J. L., Pérez, M. A., Tyler‐Kabara, E. C., Cohen, L. G., Birbaumer, N., Brose, S. W., Schwartz, A. B., Boninger, M. L., & Weber, D. J. (2009) · Physical Medicine and Rehabilitation Clinics of North America · doi:10.1016/j.pmr.2009.07.003 · Cited by 208 · see citing works
Safety of long-term electrical peripheral nerve stimulation: review of the state of the art
Günter, C., Delbeke, J., & Ortiz-Catalan, M. (2019) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-018-0474-8 · Cited by 198 · see citing works
Current focusing and steering: Modeling, physiology, and psychophysics
Bonham, B. H., & Litvak, L. M. (2008) · Hearing Research · doi:10.1016/j.heares.2008.03.006 · Cited by 198 · see citing works
Rajendran, P. S., Challis, R. C., Fowlkes, C. C., Hanna, P., Tompkins, J. D., Jordan, M. C., Hiyari, S., Gabris-Weber, B. A., Greenbaum, A., Chan, K. Y., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-09770-1 · Cited by 193 · see citing works
Wang, J., Wang, H., Thakor, N. V., & Lee, C. (2019) · ACS Nano · doi:10.1021/acsnano.9b00140 · Cited by 177 · see citing works
Neurocognitive barriers to the embodiment of technology
Makin, T. R., de Vignemont, F., & Faisal, A. A. (2017) · Nature Biomedical Engineering · doi:10.1038/s41551-016-0014 · Cited by 165 · see citing works
Principles of electrical stimulation of neural tissue
(2013) · Handbook of Clinical Neurology · doi:10.1016/b978-0-444-53497-2.00001-2 · Cited by 151 · see citing works
Gross anatomy and development of the peripheral nervous system
Catala, M., & Kubis, N. (2013) · Handbook of clinical neurology · doi:10.1016/b978-0-444-52902-2.00003-5 · Cited by 148 · see citing works
Lee, S., Wang, H., Shi, Q., Dhakar, L., Wang, J., Thakor, N. V., Yen, S.-C., & Lee, C. (2017) · Nano Energy · doi:10.1016/j.nanoen.2016.12.038 · Cited by 148 · see citing works
Self-citationAmar, A. P., Apuzzo, M. L. J., & Liu, C. Y. (2004) · Neurosurgery · doi:10.1227/01.neu.0000141073.08427.76 · Cited by 131 · see citing works
Effect of apamin, a toxin that inhibits Ca2+-dependent K+ channels, on learning and memory processes
Messier, C., Mourre, C., Bontempi, B., Sif, J., Lazdunski, M., & Destrade, C. (1991) · Brain Research · doi:10.1016/0006-8993(91)90950-z · Cited by 129 · see citing works
Current concepts in neuromuscular transmission
Fagerlund, M. J., & Eriksson, L. I. (2009) · British Journal of Anaesthesia · doi:10.1093/bja/aep150 · Cited by 128 · see citing works
Abbott, S. B. G., DePuy, S. D., Nguyễn, T., Coates, M. B., Stornetta, R. L., & Guyenet, P. G. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.1046-12.2013 · Cited by 127 · see citing works
Adaptive self-healing electronic epineurium for chronic bidirectional neural interfaces
Song, K.-I., Seo, H., Seong, D., Kim, S., Yu, K. J., Kim, Y.-C., Kim, J., Kwon, S. J., Han, H.-S., Youn, I., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-18025-3 · Cited by 120 · see citing works
Cochlear-implant spatial selectivity with monopolar, bipolar and tripolar stimulation
Zhu, Z., Tang, Q., Zeng, F.-G., Guan, T., & Ye, D. (2012) · Hearing Research · doi:10.1016/j.heares.2011.11.005 · Cited by 115 · see citing works
Battery-free neuromodulator for peripheral nerve direct stimulation
Lee, S., Wang, H., Wang, J., Shi, Q., Yen, S.-C., Thakor, N. V., & Lee, C. (2018) · Nano Energy · doi:10.1016/j.nanoen.2018.04.004 · Cited by 109 · see citing works
Self-citationDiagnosis of Urinary Bladder Dysfunction in Diabetes Mellitus
Bradley, W. E. (1980) · Annals of Internal Medicine · doi:10.7326/0003-4819-92-2-323 · Cited by 107 · see citing works
Lawrence, S. M., Dhillon, G. S., Jensen, W., Yoshida, K., & Horch, K. W. (2004) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2004.831491 · Cited by 106 · cited 1× · see citing works
“In the case of LIFE, the electrode is inserted into the nerve with a needle and pulled out of the nerve, and locates the exposed electrode sites in the middle of the nerve that makes the electrodes directly in contact with the fascicle or axon.([39]) TIME, compared to the LIFE, is transversally inserted and pulled out…”
MethodLee, S., Wang, H., Peh, W. Y. X., He, T., Yen, S.-C., Thakor, N. V., & Lee, C. (2019) · Nano Energy · doi:10.1016/j.nanoen.2019.03.082 · Cited by 103 · see citing works
Self-citationChronic interfacing with the autonomic nervous system using carbon nanotube (CNT) yarn electrodes
McCallum, G. A., Sui, X., Qiu, C., Marmerstein, J., Zheng, Y., Eggers, T. E., Hu, C., Dai, L., & Durand, D. M. (2017) · Scientific Reports · doi:10.1038/s41598-017-10639-w · Cited by 102 · see citing works
Diagnosis and treatment of the overactive bladder
Wein, A. J. (2003) · Urology · doi:10.1016/j.urology.2003.09.008 · Cited by 98 · see citing works
Toward Bioelectronic Medicine—Neuromodulation of Small Peripheral Nerves Using Flexible Neural Clip
Lee, S., Peh, W. Y. X., Wang, J., Yang, F., Ho, J. S., Thakor, N. V., Yen, S., & Lee, C. (2017) · Advanced Science · doi:10.1002/advs.201700149 · Cited by 96 · see citing works
Self-citationSelectivity and Longevity of Peripheral-Nerve and Machine Interfaces: A Review.
Ghafoor, U., Kim, S., & Hong, K.-S. (2017) · Frontiers in Neurorobotics · doi:10.3389/fnbot.2017.00059 · Cited by 88 · cited 1× · see citing works
“By importing the procedures and the matched values to the algorithm of the controller, it makes the entire process can be performed automatically and quickly by matching the data obtained from the sensor and the “when” and “how much” value of the device with a small delay-time.([82])”
MethodLongevity of Batteries in Internal Pulse Generators Used for Deep Brain Stimulation
Binmahfoodh, M., Hamani, C., Sime, E., & Lozano, A. M. (2003) · Stereotactic and Functional Neurosurgery · doi:10.1159/000075161 · Cited by 86 · see citing works
Mechanisms of neuro-robotic prosthesis operation in leg amputees
Valle, G., Saliji, A., Fogle, E., Cimolato, A., Petrini, F. M., & Raspopović, S. (2021) · Science Advances · doi:10.1126/sciadv.abd8354 · Cited by 86 · see citing works
Rein, M. L., & Deussing, J. M. (2011) · Molecular Genetics and Genomics · doi:10.1007/s00438-011-0663-7 · Cited by 81 · see citing works
(1999) · PubMed · Cited by 77 · see citing works
Closed-Loop Implantable Therapeutic Neuromodulation Systems Based on Neurochemical Monitoring
Mirza, K. B., Golden, C. T., Nikolić, K., & Toumazou, C. (2019) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.00808 · Cited by 70 · see citing works
Regenerative Electrode Interfaces for Neural Prostheses.
Thompson, C. H., Zoratti, M. J., Langhals, N. B., & Purcell, E. K. (2016) · Tissue Engineering Part B: Reviews · doi:10.1089/ten.teb.2015.0279 · Cited by 67 · cited 1× · see citing works
“Connecting the cut planes of the nerve with the electrode, the axons regenerate through the pores that have a metal contact layer, which makes higher selectivity compared with other types of electrodes.([41]) Since the electrode at the invasive method is adjacent to the axon, it is possible to exceed the threshold val…”
BackgroundA computational model to design neural interfaces for lower-limb sensory neuroprostheses
Żelechowski, M., Valle, G., & Raspopović, S. (2020) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-020-00657-7 · Cited by 62 · see citing works
Unmyelinated Peripheral Nerves Can Be Stimulated in Vitro Using Pulsed Ultrasound
Wright, C. J., Haqshenas, R., Rothwell, J. C., & Saffari, N. (2017) · Ultrasound in Medicine & Biology · doi:10.1016/j.ultrasmedbio.2017.05.008 · Cited by 60 · see citing works
Mochizuki, G., Centen, A. P., Resnick, M., et al. (2019) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-019-0618-5 · Cited by 60 · see citing works
Modulation of heart rate by temporally patterned vagus nerve stimulation in the anesthetized dog
Yoo, P. B., Liu, H., Hincapie, J. G., Ruble, S. B., Hamann, J. J., & Grill, W. M. (2016) · Physiological Reports · doi:10.14814/phy2.12689 · Cited by 58 · see citing works
A shape-memory and spiral light-emitting device for precise multisite stimulation of nerve bundles
Zheng, H., Zhang, Z., Jiang, S., Yan, B., Shi, X., Xie, Y., Huang, X., Yu, Z., Liu, H., Weng, S., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-10418-3 · Cited by 58 · see citing works
Magnetic stimulation of nerve tissue
Öberg, P. Å. (1973) · Medical & Biological Engineering & Computing · doi:10.1007/bf02477296 · Cited by 54 · see citing works
Lee, S., & Lee, C. (2018) · Current Opinion in Biomedical Engineering · doi:10.1016/j.cobme.2018.05.004 · Cited by 48 · see citing works
Self-citationKim, W. S., Hong, S., Gamero, M., Jeevakumar, V., Smithhart, C. M., Price, T. J., Palmiter, R. D., Campos, C., & Park, S. I. (2021) · Nature Communications · doi:10.1038/s41467-020-20421-8 · Cited by 48 · see citing works
Axon diameter and fluctuation in excitability.
Aa, V. (1962) · PubMed · Cited by 46 · see citing works
Antagonism of central glucagon-like peptide-1 receptors enhances lipopolysaccharide-induced fever
Rinaman, L., & Comer, J. E. (2000) · Autonomic Neuroscience · doi:10.1016/s1566-0702(00)00227-7 · Cited by 41 · see citing works
Mapping of Small Nerve Trunks and Branches Using Adaptive Flexible Electrodes
Xiang, Z., Sheshadri, S., Lee, S., Wang, J., Xue, N., Thakor, N. V., Yen, S., & Lee, C. (2016) · Advanced Science · doi:10.1002/advs.201500386 · Cited by 40 · see citing works
Self-citationOptical cuff for optogenetic control of the peripheral nervous system
Michoud, F., Sottas, L., Browne, L. E., Asboth, L., Latrémolière, A., Sakuma, M., Courtine, G., Woolf, C. J., & Lacour, S. P. (2017) · Journal of Neural Engineering · doi:10.1088/1741-2552/aa9126 · Cited by 39 · see citing works
Printable microscale interfaces for long-term peripheral nerve mapping and precision control
Otchy, T. M., Michas, C., Lee, B., Gopalan, K., Nerurkar, V., Gleick, J., Semu, D., Darkwa, L., Holinski, B. J., Chew, D. J., et al. (2020) · Nature Communications · doi:10.1038/s41467-020-18032-4 · Cited by 35 · see citing works
Flexible epineural strip electrode for recording in fine nerves
Lee, S., Yen, S.-C., Sheshadri, S., Martinez, I. D., Xue, N., Xiang, Z., Thakor, N. V., & Lee, C. (2016) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2015.2466442 · Cited by 33 · see citing works
Self-citationStimulation and Recording Electrodes for Neural Prostheses
Aryan, N. P., Kaim, H., & Rothermel, A. (2014) · Springer briefs in electrical and computer engineering · doi:10.1007/978-3-319-10052-4 · Cited by 28 · see citing works
(2013) · CRC Press eBooks · doi:10.1201/b15079 · Cited by 24 · see citing works
Miniaturized LED sources for in vivo optogenetic experimentation
Clements, I. P., Gnade, A. G., Rush, A. D., et al. (2013) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.2008080 · Cited by 17 · see citing works
Sabetian, P., Popović, M. R., & Yoo, P. B. (2017) · Journal of Neural Engineering · doi:10.1088/1741-2552/aa6407 · Cited by 16 · see citing works
On the development of optical peripheral nerve interfaces
Anderson, H., & Weir, R. F. (2019) · Neural Regeneration Research · doi:10.4103/1673-5374.245461 · Cited by 14 · see citing works
System on Chip for Closed Loop Neuromodulation Based on Dual Mode Biosignals
Mirza, K. B., Kulasekeram, N., Liu, Y., et al. (2019) · IEEE International Symposium on Circuits and Systems proceedings · doi:10.1109/iscas.2019.8702804 · Cited by 5 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Wang, C., He, T., Zhou, H., Zhang, Z., & Lee, C. (2023) · Bioelectronic Medicine · doi:10.1186/s42234-023-00118-1 · Cited by 295 · see citing works
- Authors
- Shin, H., Kang, M., & Lee, S.
- Affiliations
- Daegu Gyeongbuk Institute of Science and Technology (KR)
- Corresponding author
- Lee, Sanghoon
- Venue
- International Journal of Optomechatronics
- Publisher
- Informa UK Limited
- Published
- 2021-01-01
- Volume
- 15
- Issue
- 1
- Pages
- 182-198
- ISSN
- 1559-9612 (ISSN-L)
- 1559-9620
- OpenAlex
- W3215820245
- Semantic Scholar
- 6b1f6f9d01740f0dae6a6f6bff4916636b3b1602
- Cited by
- 9
- References
- 82
- Citations by year
- 2025: 1 · 2023: 3 · 2022: 5
- FWCI
- 0.92
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- International Journal of Optomechatronics (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- DGIST R&D Program of the Ministry of Science and ICT (2021010028)
- National Research Foundation of Korea
- the Korea government (NRF-2019R1C1C1008344)
- Korea Medical Device Development Fund
- Korea government
- Topics
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neural Engineering
- Life Sciences › Neuroscience › Neurology › Vagus Nerve Stimulation Research
- Health Sciences › Medicine › Anesthesiology and Pain Medicine › Pain Management and Treatment
- Keywords
- peripheral neuromodulation, peripheral nervous system, action potential, neuronal signaling, electrical stimulation, optogenetics, closed-loop neuromodulation, bionic limbs, bioelectronic medicine, neural engineering
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review