Monitoring of Vital Signs with Flexible and Wearable Medical Devices
Abstract
Advances in wireless technologies, low‐power electronics, the internet of things, and in the domain of connected health are driving innovations in wearable medical devices at a tremendous pace. Wearable sensor systems composed of flexible and stretchable materials have the potential to better interface to the human skin, whereas silicon‐based electronics are extremely efficient in sensor data processing and transmission. Therefore, flexible and stretchable sensors combined with low‐power silicon‐based electronics are a viable and efficient approach for medical monitoring. Flexible medical devices designed for monitoring human vital signs, such as body temperature, heart rate, respiration rate, blood pressure, pulse oxygenation, and blood glucose have applications in both fitness monitoring and medical diagnostics. As a review of the latest development in flexible and wearable human vitals sensors, the essential components required for vitals sensors are outlined and discussed here, including the reported sensor systems, sensing mechanisms, sensor fabrication, power, and data processing requirements.
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In a variety of heart diseases, continuous, unobtrusive cardiac monitoring may detect disease onset or decline earlier, enabling earlier detection and intervention, and thus potentially improving outcomes.
“In a variety of heart diseases, continuous, unobtrusive cardiac monitoring may detect disease onset or decline earlier, enabling earlier detection and intervention, and thus potentially improving outcomes.”
From A Chest‐Conformable, Wireless Electro‐Mechanical E‐Tattoo for Measuring Multiple Cardiac Time Intervals (2023) · cites this paper as [2]
Monitoring of respiration rate is critical in diagnosis of many disorders or diseases such as sleep disorders, asthma and anemia.
“Monitoring of respiration rate is critical in diagnosis of many disorders or diseases such as sleep disorders, asthma and anemia.[70]”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [70]
Heart rate can be calculated from the R-R interval of an ECG signal.
“It can be calculated from the R-R interval of an ECG signal.”
From Nanomaterial-Enabled Wearable Sensors for Healthcare (2018) · cites this paper as [70]
Cites
Armand, M., & Tarascon, J.-M. (2008) · Nature · doi:10.1038/451652a · Cited by 19,612 · see citing works
Laser Scribing of High-Performance and Flexible Graphene-Based Electrochemical Capacitors
El‐Kady, M. F., Strong, V., Dubin, S., & Kaner, R. B. (2012) · Science · doi:10.1126/science.1216744 · Cited by 4,014 · see citing works
Highly sensitive flexible pressure sensors with microstructured rubber dielectric layers
Mannsfeld, S. C. B., Tee, B. C.-K., Stoltenberg, R. M., Chen, C. V. H.-H., Barman, S., Muir, B. V. O., Sokolov, A. N., Reese, C., & Bao, Z. (2010) · Nature Materials · doi:10.1038/nmat2834 · Cited by 3,291 · see citing works
Fabrication and processing of polymer solar cells: A review of printing and coating techniques
Krebs, F. C. (2008) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2008.10.004 · Cited by 3,263 · see citing works
A stretchable carbon nanotube strain sensor for human-motion detection
Yamada, T., Hayamizu, Y., Yamamoto, Y., Yomogida, Y., Izadi-Najafabadi, A., Futaba, D. N., & Hata, K. (2011) · Nature Nanotechnology · doi:10.1038/nnano.2011.36 · Cited by 3,247 · see citing works
A hole-conductor–free, fully printable mesoscopic perovskite solar cell with high stability
Mei, A., Li, X., Liu, L., Ku, Z., Liu, T., Rong, Y., Xu, M., Hu, M., Chen, J., Yang, Y., et al. (2014) · Science · doi:10.1126/science.1254763 · Cited by 3,046 · see citing works
A review of power harvesting using piezoelectric materials (2003–2006)
Anton, S. R., & Sodano, H. A. (2007) · Smart Materials and Structures · doi:10.1088/0964-1726/16/3/r01 · Cited by 2,655 · see citing works
Schwartz, G., Tee, B. C.-K., Mei, J., Appleton, A. L., Kim, D. H., Wang, H., & Bao, Z. (2013) · Nature Communications · doi:10.1038/ncomms2832 · Cited by 2,042 · see citing works
Someya, T., Sekitani, T., Iba, S., Kato, Y., Kawaguchi, H., & Sakurai, T. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0401918101 · Cited by 1,925 · see citing works
Medical Instrumentation-Application and Design
Webster, J. G. (1978) · Journal of Clinical Engineering · doi:10.1097/00004669-197807000-00017 · Cited by 1,849 · see citing works
Stretchable active-matrix organic light-emitting diode display using printable elastic conductors
Sekitani, T., Nakajima, H., Maeda, H., Fukushima, T., Aida, T., Hata, K., & Someya, T. (2009) · Nature Materials · doi:10.1038/nmat2459 · Cited by 1,769 · see citing works
Ultrathin and lightweight organic solar cells with high flexibility
Kaltenbrunner, M., White, M. S., Głowacki, E. D., Sekitani, T., Someya, T., Sariçiftçi, N. S., & Bauer, S. (2012) · Nature Communications · doi:10.1038/ncomms1772 · Cited by 1,763 · see citing works
Materials and Applications for Large Area Electronics: Solution-Based Approaches
Arias, A. C., MacKenzie, J. D., McCulloch, I. A., Rivnay, J., & Salleo, A. (2010) · Chemical Reviews · doi:10.1021/cr900150b · Cited by 1,735 · see citing works
Self-citationProgress in flexible lithium batteries and future prospects
Zhou, G., Li, F., & Cheng, H. (2013) · Energy & Environmental Science · doi:10.1039/c3ee43182g · Cited by 1,506 · see citing works
Stretchable silicon nanoribbon electronics for skin prosthesis
Kim, J., Lee, M., Shim, H. J., Ghaffari, R., Cho, H. R., Son, D., Jung, Y. H., Soh, M., Choi, C., Jung, S., et al. (2014) · Nature Communications · doi:10.1038/ncomms6747 · Cited by 1,435 · see citing works
Xu, S., Zhang, Y., Cho, J., Lee, J., Huang, X., Jia, L., Fan, J. A., Su, Y., Su, J., Zhang, H., et al. (2013) · Nature Communications · doi:10.1038/ncomms2553 · Cited by 1,404 · see citing works
Wang, X., Gu, Y., Xiong, Z., Cui, Z., & Zhang, T. (2013) · Advanced Materials · doi:10.1002/adma.201304248 · Cited by 1,403 · see citing works
Flexible Energy‐Storage Devices: Design Consideration and Recent Progress
Wang, X., Lu, X., Liu, B., et al. (2014) · Advanced Materials · doi:10.1002/adma.201400910 · Cited by 1,392 · see citing works
A hemispherical electronic eye camera based on compressible silicon optoelectronics
Ko, H. C., Stoykovich, M. P., Song, J., Malyarchuk, V., Choi, W. M., Yu, C., Geddes, J. B., Xiao, J., Wang, S., Huang, Y. Y., et al. (2008) · Nature · doi:10.1038/nature07113 · Cited by 1,352 · see citing works
Choong, C., Shim, M., Lee, B., Jeon, S., Ko, D., Kang, T., Bae, J., Lee, S. H., Byun, K., Im, J., et al. (2014) · Advanced Materials · doi:10.1002/adma.201305182 · Cited by 1,249 · see citing works
Soft Microfluidic Assemblies of Sensors, Circuits, and Radios for the Skin
Xu, S., Zhang, Y., Jia, L., Mathewson, K. E., Jang, K.-I., Kim, J., Fu, H., Huang, X., Chava, P., Wang, R., et al. (2014) · Science · doi:10.1126/science.1250169 · Cited by 1,199 · see citing works
Coaxial wet-spun yarn supercapacitors for high-energy density and safe wearable electronics
Kou, L., Huang, T., Zheng, B., Han, Y., Zhao, X., Gopalsamy, K., Sun, H., & Gao, C. (2014) · Nature Communications · doi:10.1038/ncomms4754 · Cited by 1,134 · see citing works
Wearable and Highly Sensitive Graphene Strain Sensors for Human Motion Monitoring
Wang, Y., Wang, L., Yang, T., Li, X., Zang, X., Zhu, M., Wang, K., Wu, D., & Zhu, H. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201400379 · Cited by 1,085 · see citing works
Dry-Contact and Noncontact Biopotential Electrodes: Methodological Review
Chi, Y. M., Jung, T., & Cauwenberghs, G. (2010) · IEEE Reviews in Biomedical Engineering · doi:10.1109/rbme.2010.2084078 · Cited by 1,068 · see citing works
Dağdeviren, C., Su, Y., Joe, P., Yona, R., Liu, Y., Kim, Y., Huang, Y., Damadoran, A. R., Xia, J., Martin, L. W., et al. (2014) · Nature Communications · doi:10.1038/ncomms5496 · Cited by 987 · see citing works
A wearable thermoelectric generator fabricated on a glass fabric
Kim, S. J., We, J. H., & Cho, B. J. (2014) · Energy & Environmental Science · doi:10.1039/c4ee00242c · Cited by 948 · see citing works
Toward Large Scale Roll‐to‐Roll Production of Fully Printed Perovskite Solar Cells
Hwang, K., Jung, Y.-S., Heo, Y., Scholes, F. H., Watkins, S. E., Subbiah, J., Jones, D. J., Kim, D., & Vak, D. (2015) · Advanced Materials · doi:10.1002/adma.201404598 · Cited by 932 · see citing works
Advances and challenges for flexible energy storage and conversion devices and systems
Li, L., Wu, Z., Yuan, S., & Zhang, X. (2014) · Energy & Environmental Science · doi:10.1039/c4ee00318g · Cited by 896 · see citing works
Printable elastic conductors with a high conductivity for electronic textile applications
Matsuhisa, N., Kaltenbrunner, M., Yokota, T., Jinno, H., Kuribara, K., Sekitani, T., & Someya, T. (2015) · Nature Communications · doi:10.1038/ncomms8461 · Cited by 873 · see citing works
Electrochemical Tattoo Biosensors for Real-Time Noninvasive Lactate Monitoring in Human Perspiration
Jia, W., Bandodkar, A. J., Valdés-Ramírez, G., Windmiller, J. R., Yang, Z., Ramírez, J., Chan, G., & Wang, J. (2013) · Analytical Chemistry · doi:10.1021/ac401573r · Cited by 862 · see citing works
Sensitive, High-Strain, High-Rate Bodily Motion Sensors Based on Graphene–Rubber Composites
Boland, C. S., Khan, U., Backes, C., O’Neill, A., McCauley, J., Duane, S., Shanker, R., Liu, Y., Jurewicz, I., Dalton, A. B., et al. (2014) · ACS Nano · doi:10.1021/nn503454h · Cited by 793 · see citing works
Kim, D., Lu, N., Ghaffari, R., Kim, Y., Lee, S. P., Xu, L., Wu, J. C., Kim, R.-H., Song, J., Liu, Z., et al. (2011) · Nature Materials · doi:10.1038/nmat2971 · Cited by 766 · see citing works
Pu, X., Li, L., Song, H., Du, C., Zhao, Z., Jiang, C., Cao, G., Hu, W., & Wang, Z. L. (2015) · Advanced Materials · doi:10.1002/adma.201500311 · Cited by 733 · see citing works
Ambient RF Energy-Harvesting Technologies for Self-Sustainable Standalone Wireless Sensor Platforms
Kim, S., Vyas, R. J., Bito, J., et al. (2014) · Proceedings of the IEEE · doi:10.1109/jproc.2014.2357031 · Cited by 728 · see citing works
All-organic optoelectronic sensor for pulse oximetry
Lochner, C. M., Khan, Y., Pierre, A., & Arias, A. C. (2014) · Nature Communications · doi:10.1038/ncomms6745 · Cited by 727 · see citing works
Self-citationNanopatterned Textile-Based Wearable Triboelectric Nanogenerator
Seung, W., Gupta, M. K., Lee, K. Y., Shin, K.-S., Lee, J., Kim, T. Y., Kim, S., Lin, J., Kim, J. H., & Kim, S. (2015) · ACS Nano · doi:10.1021/nn507221f · Cited by 718 · see citing works
Tattoo-Based Noninvasive Glucose Monitoring: A Proof-of-Concept Study
Bandodkar, A. J., Jia, W., Yardımcı, C., Wang, X., Ramirez, J., & Wang, J. (2015) · Analytical Chemistry · doi:10.1021/ac504300n · Cited by 700 · see citing works
Cai, L., Song, L., Luan, P., Zhang, Q., Zhang, N., Gao, Q., Zhao, D., Zhang, X., Tu, M., Yang, F., et al. (2013) · Scientific Reports · doi:10.1038/srep03048 · Cited by 681 · see citing works
Highly efficient and bending durable perovskite solar cells: toward a wearable power source
Kim, B. J., Kim, D. H., Lee, Y.-Y., Shin, H.-W., Han, G. S., Hong, J. S., Mahmood, K., Ahn, T. K., Joo, Y.-C., Hong, K. S., et al. (2015) · Energy & Environmental Science · doi:10.1039/c4ee02441a · Cited by 679 · see citing works
Liu, L., Yu, Y., Yan, C., Li, K., & Zheng, Z. (2015) · Nature Communications · doi:10.1038/ncomms8260 · Cited by 668 · see citing works
Flexible thermoelectric materials and device optimization for wearable energy harvesting
Bahk, J., Fang, H., Yazawa, K., & Shakouri, A. (2015) · Journal of Materials Chemistry C · doi:10.1039/c5tc01644d · Cited by 623 · see citing works
Failure mode analysis of silicon-based intracortical microelectrode arrays in non-human primates
Barrese, J. C., Rao, N., Paroo, K., Triebwasser, C., Vargas-Irwin, C., Franquemont, L., & Donoghue, J. P. (2013) · Journal of Neural Engineering · doi:10.1088/1741-2560/10/6/066014 · Cited by 600 · see citing works
Park, S., Kim, H., Vosgueritchian, M., Cheon, S., Kim, H., Koo, J. H., Kim, T. R., Lee, S., Schwartz, G., Chang, H., et al. (2014) · Advanced Materials · doi:10.1002/adma.201402574 · Cited by 565 · see citing works
Tracking global funding for the prevention and control of noncommunicable diseases.
Banerjee, A. (2012) · Bulletin of the World Health Organization · doi:10.2471/blt.12.108795 · Cited by 563 · see citing works
Tee, B. C. K., Chortos, A., Dunn, R. R., Schwartz, G., Eason, E. V., & Bao, Z. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201400712 · Cited by 540 · see citing works
Respiration rate monitoring methods: A review
Al-Khalidi, F. Q., Saatchi, R., Burke, D. P., Elphick, H., & Tan, S. (2011) · Pediatric Pulmonology · doi:10.1002/ppul.21416 · Cited by 538 · see citing works
Ultrafast charge and discharge biscrolled yarn supercapacitors for textiles and microdevices
Lee, J. A., Shin, M. K., Kim, S. H., Cho, H. U., Spinks, G. M., Wallace, G. G., Lima, M. D., Lepró, X., Kozlov, M. E., Baughman, R. H., et al. (2013) · Nature Communications · doi:10.1038/ncomms2970 · Cited by 536 · see citing works
Piezoelectric Ribbons Printed onto Rubber for Flexible Energy Conversion
Qi, Y. P., Jafferis, N. T., Lyons, K., Lee, C. M., Ahmad, H. M. N., & McAlpine, M. C. (2010) · Nano Letters · doi:10.1021/nl903377u · Cited by 496 · see citing works
Bandodkar, A. J., Molinnus, D., Mirza, O., Guinovart, T., Windmiller, J. R., Valdés-Ramírez, G., Andrade, F. J., Schöning, M. J., & Wang, J. (2014) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2013.11.039 · Cited by 490 · see citing works
Zhu, G., Zhou, Y., Bai, P., Meng, X. S., Jing, Q., Chen, J., & Wang, Z. L. (2014) · Advanced Materials · doi:10.1002/adma.201400021 · Cited by 487 · see citing works
Krebs, F. C., Nielsen, T. D., Fyenbo, J., et al. (2010) · Energy & Environmental Science · doi:10.1039/b918441d · Cited by 484 · see citing works
Honda, W., Harada, S., Arie, T., Akita, S., & Takei, K. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201303874 · Cited by 456 · see citing works
(1997) · Institute of Physics eBooks · doi:10.1887/0750304677 · Cited by 455 · see citing works
All‐Solid‐State Cable‐Type Flexible Zinc–Air Battery
Park, J., Park, M., Nam, G., Lee, J., & Cho, J. (2014) · Advanced Materials · doi:10.1002/adma.201404639 · Cited by 445 · see citing works
Park, T., Park, C., Kim, B., Shin, H., & Kim, E. (2013) · Energy & Environmental Science · doi:10.1039/c3ee23729j · Cited by 445 · see citing works
CNT/PDMS Composite Flexible Dry Electrodesfor Long-Term ECG Monitoring
Jung, H.-C., Moon, J.-H., Baek, D.-H., Lee, J.-H., Choi, Y.-Y., Hong, J.-S., & Lee, S.-H. (2012) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2012.2190288 · Cited by 434 · see citing works
Critical review of non-invasive respiratory monitoring in medical care
Folke, M., Cernerud, L., Ekström, M., & Hök, B. (2003) · Medical & Biological Engineering & Computing · doi:10.1007/bf02348078 · Cited by 430 · see citing works
Wearable Textile Battery Rechargeable by Solar Energy
Lee, Y.-H., Kim, J., Noh, J., Lee, I., Kim, H. J., Choi, S., Seo, J., Jeon, S., Kim, T., Lee, J., et al. (2013) · Nano Letters · doi:10.1021/nl403860k · Cited by 430 · see citing works
A Conformal, Bio-Interfaced Class of Silicon Electronics for Mapping Cardiac Electrophysiology
Viventi, J., Kim, D., Moss, J. D., Kim, Y., Blanco, J. A., Annetta, N. V., Hicks, A., Xiao, J., Huang, Y., Callans, D. J., et al. (2010) · Science Translational Medicine · doi:10.1126/scitranslmed.3000738 · Cited by 419 · see citing works
A wireless wearable ECG sensor for long-term applications
Nemati, E., Deen, M., & Mondal, T. (2012) · IEEE Communications Magazine · doi:10.1109/mcom.2012.6122530 · Cited by 418 · see citing works
Recent progress on flexible lithium rechargeable batteries
Gwon, H., Hong, J., Kim, H., et al. (2013) · Energy & Environmental Science · doi:10.1039/c3ee42927j · Cited by 394 · see citing works
Wu, W., Bai, S., Yuan, M., Qin, Y., Wang, Z. L., & Jing, T. (2012) · ACS Nano · doi:10.1021/nn3016585 · Cited by 388 · see citing works
Fang, Y., Lin, L., Niu, S., Yang, P. K., Wang, Z., Chen, J., Zhou, Y., Zi, Y., Wang, J., Liao, Q., et al. (2015) · Advanced Functional Materials · doi:10.1002/adfm.201500428 · Cited by 374 · see citing works
A 3-$\mu\hbox{W}$ CMOS Glucose Sensor for Wireless Contact-Lens Tear Glucose Monitoring
Liao, Y.-T., Yao, H., Lingley, A., Parviz, B., & Otis, B. P. (2012) · IEEE Journal of Solid-State Circuits · doi:10.1109/jssc.2011.2170633 · Cited by 372 · see citing works
Stretchable Graphene Thermistor with Tunable Thermal Index
Yan, C., Wang, J., & Lee, P. S. (2015) · ACS Nano · doi:10.1021/nn507441c · Cited by 359 · see citing works
Fabric‐Based Integrated Energy Devices for Wearable Activity Monitors
Jung, S., Lee, J., Hyeon, T., Lee, M., & Kim, D. (2014) · Advanced Materials · doi:10.1002/adma.201402439 · Cited by 356 · see citing works
Flexible Wireless Temperature Sensors Based on Ni Microparticle‐Filled Binary Polymer Composites
Jeon, J. H., Lee, H., & Bao, Z. (2012) · Advanced Materials · doi:10.1002/adma.201204082 · Cited by 346 · see citing works
Flexible polymeric dry electrodes for the long-term monitoring of ECG
Baek, J.-Y., An, J.-H., Choi, J.-M., Park, K.-S., & Lee, S. (2007) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2007.11.019 · Cited by 339 · see citing works
Integrating Perovskite Solar Cells into a Flexible Fiber
Qiu, L., Deng, J., Lü, X., Yang, Z., & Peng, H. (2014) · Angewandte Chemie International Edition · doi:10.1002/anie.201404973 · Cited by 315 · see citing works
Kirigami-based stretchable lithium-ion batteries
Song, Z., Wang, X., Lv, C. X., An, Y., Liang, M., Ma, T., He, D., Zheng, Y.-J., Huang, S.-Q., Yu, H., et al. (2015) · Scientific Reports · doi:10.1038/srep10988 · Cited by 315 · see citing works
Thermoelectric Fabrics: Toward Power Generating Clothing
Du, Y., Cai, K., Chen, S., Wang, H., Shen, S., Donelson, R., & Lin, T. (2015) · Scientific Reports · doi:10.1038/srep06411 · Cited by 312 · see citing works
Avolio, A. P., Butlin, M., & Walsh, A. (2009) · Physiological Measurement · doi:10.1088/0967-3334/31/1/r01 · Cited by 309 · see citing works
Andersen, T. R., Dam, H. F., Hösel, M., et al. (2014) · Energy & Environmental Science · doi:10.1039/c4ee01223b · Cited by 297 · see citing works
A Shoe-Embedded Piezoelectric Energy Harvester for Wearable Sensors
Zhao, J., & You, Z. (2014) · Sensors · doi:10.3390/s140712497 · Cited by 293 · see citing works
Triboelectric Generators and Sensors for Self-Powered Wearable Electronics
Ha, M., Park, J., Lee, Y., & Ko, H. (2015) · ACS Nano · doi:10.1021/acsnano.5b01478 · Cited by 288 · see citing works
Flexible glucose sensor using CVD-grown graphene-based field effect transistor
Kwak, Y. H., Choi, D. S., Kim, Y. N., Kim, H., Yoon, D. H., Ahn, S., Yang, J., Yang, W. S., & Seo, S. (2012) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2012.04.042 · Cited by 285 · see citing works
Hu, Y., & Sun, X. A. (2014) · Journal of Materials Chemistry A · doi:10.1039/c4ta00716f · Cited by 281 · see citing works
Epidermal Electronics with Advanced Capabilities in Near-Field Communication
Kim, J., Banks, A., Cheng, H., Xie, Z., Xu, S., Jang, K.-I., Lee, J. W., Liu, Z., Gutruf, P., Huang, X., et al. (2015) · Small · doi:10.1002/smll.201402495 · Cited by 274 · see citing works
Flexible thermoelectric generator for ambient assisted living wearable biometric sensors
Francioso, L. N., Pascali, C. D., Farella, I., Martucci, C., Cretì, P., Siciliano, P. A., & Perrone, A. (2010) · Journal of Power Sources · doi:10.1016/j.jpowsour.2010.11.081 · Cited by 269 · see citing works
Siddiqui, S., Kim, D., Duy, L. T., Nguyen, M. T., Muhammad, S., Yoon, W., & Lee, N. (2015) · Nano Energy · doi:10.1016/j.nanoen.2015.04.030 · Cited by 263 · see citing works
A wearable yarn-based piezo-resistive sensor
Huang, C., Shen, C., Tang, C.-F., & Chang, S.-H. (2007) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2007.10.069 · Cited by 255 · see citing works
A flexible and wearable glucose sensor based on functional polymers with Soft-MEMS techniques
Kudo, H., Sawada, T., Kazawa, E., Yoshida, H., Iwasaki, Y., & Mitsubayashi, K. (2006) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2006.05.006 · Cited by 255 · see citing works
Stretchable, Wearable Dye‐Sensitized Solar Cells
Yang, Z., Deng, J., Sun, X., Li, H., & Peng, H. (2014) · Advanced Materials · doi:10.1002/adma.201400152 · Cited by 254 · see citing works
We, J. H., Kim, S. J., & Cho, B. J. (2014) · Energy · doi:10.1016/j.energy.2014.06.047 · Cited by 253 · see citing works
Wearable thermoelectric generator for harvesting human body heat energy
Kim, M.-K., Kim, M. S., Lee, S., Kim, C., & Kim, Y. J. (2014) · Smart Materials and Structures · doi:10.1088/0964-1726/23/10/105002 · Cited by 253 · see citing works
Fabrication of Flexible Thermoelectric Thin Film Devices by Inkjet Printing
Lu, Z., Layani, M., Zhao, X., Tan, L. P., Sun, T., Fan, S., Yan, Q., Magdassi, S., & Hng, H. H. (2014) · Small · doi:10.1002/smll.201303126 · Cited by 251 · see citing works
Highly Stretchable Alkaline Batteries Based on an Embedded Conductive Fabric
Gaikwad, A. M., Zamarayeva, A. M., Rousseau, J., Chu, H. N., Derin, I., & Steingart, D. A. (2012) · Advanced Materials · doi:10.1002/adma.201201329 · Cited by 251 · see citing works
Highly Flexible, Printed Alkaline Batteries Based on Mesh‐Embedded Electrodes
Gaikwad, A. M., Whiting, G. L., Steingart, D. A., & Arias, A. C. (2011) · Advanced Materials · doi:10.1002/adma.201100894 · Cited by 248 · see citing works
Self-citationNanowire-composite based flexible thermoelectric nanogenerators and self-powered temperature sensors
Yang, Y. F., Lin, Z., Hou, T., Zhang, F., & Wang, Z. L. (2012) · Nano Research · doi:10.1007/s12274-012-0272-8 · Cited by 246 · see citing works
Yang, P., Lin, L., Fang, Y., Li, X., Pradel, K. C., Zi, Y., Wu, C., He, J., Zhang, Y., & Wang, Z. L. (2015) · Advanced Materials · doi:10.1002/adma.201500652 · Cited by 243 · see citing works
Flexible Power Fabrics Made of Carbon Nanotubes for Harvesting Thermoelectricity
Kim, S. L., Choi, K., Tazebay, A. S., et al. (2014) · ACS Nano · doi:10.1021/nn405893t · Cited by 242 · see citing works
Conformal Hybrid Solar and Electromagnetic (EM) Energy Harvesting Rectenna
Collado, A., & Georgiadis, A. (2013) · IEEE Transactions on Circuits and Systems I Regular Papers · doi:10.1109/tcsi.2013.2239154 · Cited by 241 · see citing works
Wu, W., Shen, J., Banerjee, P., & Zhou, S. (2010) · Biomaterials · doi:10.1016/j.biomaterials.2010.06.030 · Cited by 236 · see citing works
Impedance sensing device enables early detection of pressure ulcers in vivo
Swisher, S. L., Lin, M. C., Liao, A., Leeflang, E. J., Khan, Y., Pavinatto, F. J., Mann, K., Naujokas, A., Young, D. M., Roy, S., et al. (2015) · Nature Communications · doi:10.1038/ncomms7575 · Cited by 236 · see citing works
Self-citationAll‐Printed Flexible Organic Transistors Enabled by Surface Tension‐Guided Blade Coating
Pierre, A., Sadeghi, M., Payne, M. M., Facchetti, A. F., Anthony, J. E., & Arias, A. C. (2014) · Advanced Materials · doi:10.1002/adma.201401520 · Cited by 234 · see citing works
Self-citationOptical Fiber Sensors Embedded Into Medical Textiles for Healthcare Monitoring
Grillet, A., Kinet, D., Witt, J., Schukar, M., Krebber, K., Pirotte, F., & Depré, A. (2008) · IEEE Sensors Journal · doi:10.1109/jsen.2008.926518 · Cited by 234 · see citing works
Solderable and electroplatable flexible electronic circuit on a porous stretchable elastomer
Jeong, G. S., Baek, D.-H., Jung, H., Song, J. H., Moon, J. H., Hong, S. W., Kim, I. Y., & Lee, S. (2012) · Nature Communications · doi:10.1038/ncomms1980 · Cited by 227 · see citing works
Li, Z., & Wang, Z. L. (2010) · Advanced Materials · doi:10.1002/adma.201003161 · Cited by 225 · see citing works
Breathing Detection: Towards a Miniaturized, Wearable, Battery-Operated Monitoring System
Corbishley, P., & Rodriguez-Villegas, E. (2008) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2007.910679 · Cited by 221 · see citing works
Wearable Double‐Twisted Fibrous Perovskite Solar Cell
Li, R., Xiang, X., Tong, X., Zou, J., & Li, Q. (2015) · Advanced Materials · doi:10.1002/adma.201501333 · Cited by 217 · see citing works
Droplet-based interfacial capacitive sensing
Nie, B., Xing, S., Brandt, J. D., & Pan, T. (2012) · Lab on a Chip · doi:10.1039/c2lc21168h · Cited by 216 · see citing works
High Detectivity All‐Printed Organic Photodiodes
Pierre, A., Deckman, I., Lechêne, B., et al. (2015) · Advanced Materials · doi:10.1002/adma.201502238 · Cited by 212 · see citing works
Self-citationPowerful curved piezoelectric generator for wearable applications
Jung, W.-S., Lee, M.-J., Kang, M., Moon, H. G., Yoon, S.-J., Baek, S., & Kang, C. (2015) · Nano Energy · doi:10.1016/j.nanoen.2015.01.051 · Cited by 211 · see citing works
Biofuel cell as a power source for electronic contact lenses
Falk, M., Andoralov, V., Blum, Z., Sotres, J., Suyatin, D. B., Ruzgas, T. A., Arnebrant, T., & Shleev, S. (2012) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2012.04.030 · Cited by 211 · see citing works
Cephalopod‐Inspired Miniaturized Suction Cups for Smart Medical Skin
Choi, M. K., Park, O. K., Choi, C., Qiao, S., Ghaffari, R., Kim, J., Lee, D. J., Kim, M., Hyun, W., Kim, S. J., et al. (2015) · Advanced Healthcare Materials · doi:10.1002/adhm.201500285 · Cited by 208 · see citing works
Wearable Organic Optoelectronic Sensors for Medicine
Bansal, A. K., Hou, S., Kulyk, O., Bowman, E. M., & Samuel, I. D. W. (2015) · Advanced Materials · doi:10.1002/adma.201403560 · Cited by 205 · see citing works
Weft-Knitted Strain Sensor for Monitoring Respiratory Rate and Its Electro-Mechanical Modeling
Atalay, Ö., Kennon, R., & Demirok, E. (2014) · IEEE Sensors Journal · doi:10.1109/jsen.2014.2339739 · Cited by 198 · see citing works
Suemori, K., Hoshino, S., & Kamata, T. (2013) · Applied Physics Letters · doi:10.1063/1.4824648 · Cited by 196 · see citing works
Gaikwad, A. M., Arias, A. C., & Steingart, D. A. (2015) · Energy Technology · doi:10.1002/ente.201402182 · Cited by 189 · see citing works
Self-citationCellular Polypropylene Piezoelectret for Human Body Energy Harvesting and Health Monitoring
Wu, N., Cheng, X., Zhong, Q., Zhong, J., Li, W., Wang, B., Hu, B., & Zhou, J. (2015) · Advanced Functional Materials · doi:10.1002/adfm.201501695 · Cited by 187 · see citing works
Chiu, Y.-Y., Lin, W.-Y., Wang, H., et al. (2012) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2012.10.021 · Cited by 185 · see citing works
Wearable textile biofuel cells for powering electronics
Jia, W., Wang, X., Imani, S., Bandodkar, A. J., Ramírez, J., Mercier, P. P., & Wang, J. (2014) · J. Mater. Chem. A · doi:10.1039/c4ta04796f · Cited by 184 · see citing works
From cotton to wearable pressure sensor
Li, Y., Samad, Y. A., & Liao, K. (2014) · Journal of Materials Chemistry A · doi:10.1039/c4ta05810k · Cited by 184 · see citing works
A Wearable ECG Acquisition System With Compact Planar-Fashionable Circuit Board-Based Shirt
Yoo, J., Yan, L., Lee, S., Kim, H. J., & Yoo, H. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2033053 · Cited by 181 · see citing works
Miniature Biofuel Cell as a Potential Power Source for Glucose-Sensing Contact Lenses
Falk, M., Andoralov, V., Silow, M., Toscano, M. D., & Shleev, S. (2013) · Analytical Chemistry · doi:10.1021/ac4006793 · Cited by 173 · see citing works
A flexible and wearable biosensor for tear glucose measurement
Iguchi, S., Kudo, H., Saito, T., Ogawa, M., Saito, H., Otsuka, K., Funakubo, A., & Mitsubayashi, K. (2007) · Biomedical Microdevices · doi:10.1007/s10544-007-9073-3 · Cited by 173 · see citing works
Dispenser-printed planar thick-film thermoelectric energy generators
Chen, A., Madan, D., Wright, P. K., et al. (2011) · Journal of Micromechanics and Microengineering · doi:10.1088/0960-1317/21/10/104006 · Cited by 171 · see citing works
A flexible high potential printed battery for powering printed electronics
Gaikwad, A. M., Steingart, D. A., Ng, T. N., Schwartz, D. E., & Whiting, G. L. (2013) · Applied Physics Letters · doi:10.1063/1.4810974 · Cited by 167 · see citing works
Inkjet printed (bio)chemical sensing devices
Komuro, N., Takaki, S., Suzuki, K., & Citterio, D. (2013) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-013-7013-z · Cited by 164 · see citing works
Elastic and Wearable Wire‐Shaped Lithium‐Ion Battery with High Electrochemical Performance
Ren, J., Zhang, Y., Bai, W., Chen, X., Zhang, Z., Fang, X., Weng, W., Wang, Y., & Peng, H. (2014) · Angewandte Chemie · doi:10.1002/ange.201402388 · Cited by 160 · see citing works
Control of skin blood flow in the neutral zone of human body temperature regulation
Savage, M. V., & Brengelmann, G. L. (1996) · Journal of Applied Physiology · doi:10.1152/jappl.1996.80.4.1249 · Cited by 157 · see citing works
You, X., & Pak, J. J. (2014) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2014.04.079 · Cited by 155 · see citing works
Textile-Based Capacitive Sensors for Respiration Monitoring
Merritt, C. R., Nagle, H. T., & Grant, E. (2008) · IEEE Sensors Journal · doi:10.1109/jsen.2008.2010356 · Cited by 154 · see citing works
An epidermal alkaline rechargeable Ag–Zn printable tattoo battery for wearable electronics
Berchmans, S., Bandodkar, A. J., Jia, W., Ramírez, J., Meng, Y. S., & Wang, J. (2014) · J. Mater. Chem. A · doi:10.1039/c4ta03256j · Cited by 149 · see citing works
Quandt, B. M., Scherer, L. J., Boesel, L. F., Wolf, M., Bona, G. L., & Rossi, R. M. (2014) · Advanced Healthcare Materials · doi:10.1002/adhm.201400463 · Cited by 148 · see citing works
Properties and Printability of Inkjet and Screen-Printed Silver Patterns for RFID Antennas
Salmerón, J. F., Molina‐Lopez, F., Briand, D., et al. (2013) · Journal of Electronic Materials · doi:10.1007/s11664-013-2893-4 · Cited by 144 · see citing works
Pradel, K. C., Wu, W., Ding, Y. L., & Wang, Z. L. (2014) · Nano Letters · doi:10.1021/nl5029182 · Cited by 134 · see citing works
Autonomous Wearable Sensor Nodes With Flexible Energy Harvesting
Toh, W. Y., Tan, Y. K., Koh, W. S., et al. (2014) · IEEE Sensors Journal · doi:10.1109/jsen.2014.2309900 · Cited by 133 · see citing works
Simplified Structural Textile Respiration Sensor Based on Capacitive Pressure Sensing Method
Min, S. D., Yun, Y. H., & Shin, H. (2014) · IEEE Sensors Journal · doi:10.1109/jsen.2014.2327991 · Cited by 128 · see citing works
Non-contact Low Power EEG/ECG Electrode for High Density Wearable Biopotential Sensor Networks
Yu, M., Deiss, S. R., & Cauwenberghs, G. (2009) · International Workshop on Wearable and Implantable Body Sensor Networks (BSN) · doi:10.1109/bsn.2009.52 · Cited by 128 · see citing works
Flexible Miniaturized Nickel Oxide Thermistor Arrays via Inkjet Printing Technology
Huang, C.-C., Kao, Z.-K., & Liao, Y. (2013) · ACS Applied Materials & Interfaces · doi:10.1021/am404872j · Cited by 128 · see citing works
Vital signs in hospital patients: a systematic review
Evans, D. J., Hodgkinson, B., & Berry, J. (2001) · International Journal of Nursing Studies · doi:10.1016/s0020-7489(00)00119-x · Cited by 125 · see citing works
Strategies for incorporation of polymer photovoltaics into garments and textiles
Krebs, F. C., Biancardo, M., Winther‐Jensen, B., et al. (2005) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2005.06.003 · Cited by 125 · see citing works
Flexible thermoelectric fabrics based on self-assembled tellurium nanorods with a large power factor
Dun, C., Hewitt, C. A., Huang, H., et al. (2015) · Physical Chemistry Chemical Physics · doi:10.1039/c4cp05390g · Cited by 121 · see citing works
Relationship between core temperature, skin temperature, and heat flux during exercise in heat
Xu, X., Karis, A. J., Buller, M. J., & Santee, W. R. (2013) · European Journal of Applied Physiology · doi:10.1007/s00421-013-2674-z · Cited by 115 · see citing works
Cohen, K. P., Ladd, W. M., Beams, D. M., Sheers, W. S., Radwin, R. G., Tompkins, W. J., & Webster, J. G. (1997) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.594896 · Cited by 113 · see citing works
Ionic Liquid Gel‐Assisted Electrodes for Long‐Term Cutaneous Recordings
Leleux, P., Johnson, C. L., Strakosas, X., Rivnay, J., Hervé, T., Owens, R. M., & Malliaras, G. G. (2014) · Advanced Healthcare Materials · doi:10.1002/adhm.201300614 · Cited by 112 · see citing works
Photonic textiles for pulse oximetry
Rothmaier, M., Selm, B., Spichtig, S., Haensse, D., & Wolf, M. (2008) · Optics Express · doi:10.1364/oe.16.012973 · Cited by 112 · see citing works
A Wearable Capacitive Sensor for Monitoring Human Respiratory Rate
Kundu, S. K., Kumagai, S., & Sasaki, M. (2013) · Japanese Journal of Applied Physics · doi:10.7567/jjap.52.04cl05 · Cited by 108 · see citing works
Volumetric dynamics of respiration as measured by electrical impedance plethysmography
Allison, R. D., Holmes, E. L., & Nyboer, J. (1964) · Journal of Applied Physiology · doi:10.1152/jappl.1964.19.1.166 · Cited by 107 · see citing works
Smart Surfaces: Large Area Electronics Systems for Internet of Things Enabled by Energy Harvesting
Roselli, L., Carvalho, N. B., Alimenti, F., et al. (2014) · Proceedings of the IEEE · doi:10.1109/jproc.2014.2357493 · Cited by 106 · see citing works
Intrinsically stretchable and rechargeable batteries for self-powered stretchable electronics
Kettlgruber, G., Kaltenbrunner, M., Siket, C. M., Moser, R., Graz, I. M., Schwödiauer, R., & Bauer, S. (2013) · Journal of Materials Chemistry A · doi:10.1039/c3ta00019b · Cited by 106 · see citing works
Film-Type Sensor Materials PVDF and EMFi in Measurement of Cardiorespiratory Signals— A Review
Rajala, S., & Lekkala, J. O. (2010) · IEEE Sensors Journal · doi:10.1109/jsen.2010.2089510 · Cited by 104 · see citing works
Jensen, J. R., Dam, H. F., Reynolds, J. R., et al. (2012) · Journal of Polymer Science Part B Polymer Physics · doi:10.1002/polb.23038 · Cited by 103 · see citing works
Mimoz, O., Bénard, T., Gaucher, A., Frasca, D., & Debaene, B. (2012) · British Journal of Anaesthesia · doi:10.1093/bja/aer510 · Cited by 103 · see citing works
Pavinatto, F. J., Paschoal, C. W. A., & Arias, A. C. (2014) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2014.09.039 · Cited by 101 · see citing works
Self-citationEstimation of Mean Body Temperature from Mean Skin and Core Temperature
Lenhardt, R., & Sessler, D. I. (2006) · Anesthesiology · doi:10.1097/00000542-200612000-00011 · Cited by 101 · see citing works
Carlé, J. E., Helgesen, M., Madsen, M. V., et al. (2013) · Journal of Materials Chemistry C · doi:10.1039/c3tc31859a · Cited by 97 · see citing works
Respiratory Monitoring System on the Basis of Capacitive Textile Force Sensors
Hoffmann, T., Eilebrecht, B., & Leonhardt, S. K. (2010) · IEEE Sensors Journal · doi:10.1109/jsen.2010.2082524 · Cited by 91 · see citing works
Braam, K., & Subramanian, V. (2014) · Advanced Materials · doi:10.1002/adma.201404149 · Cited by 91 · see citing works
Screen Printed Flexible Radiofrequency Identification Tag for Oxygen Monitoring
Martínez-Olmos, A., Salmerón, J. F., López-Ruiz, N., et al. (2013) · Analytical Chemistry · doi:10.1021/ac4028802 · Cited by 91 · see citing works
Dual-Band Substrate Integrated Waveguide Textile Antenna With Integrated Solar Harvester
Lemey, S., Declercq, F., & Rogier, H. (2014) · IEEE Antennas and Wireless Propagation Letters · doi:10.1109/lawp.2014.2303573 · Cited by 89 · see citing works
Fuh, Y., Chen, P.-C., Huang, Z.-M., & Ho, H.-C. (2014) · Nano Energy · doi:10.1016/j.nanoen.2014.10.038 · Cited by 84 · see citing works
WIJESIRIWARDANA, R. (2006) · IEEE Sensors Journal · doi:10.1109/jsen.2006.874488 · Cited by 83 · see citing works
Park, H., Kang, H., Lee, Y., Park, Y.-S., Noh, J., & Cho, G. (2012) · Nanotechnology · doi:10.1088/0957-4484/23/34/344006 · Cited by 81 · see citing works
Perspectives on Energy Storage for Flexible Electronic Systems
MacKenzie, J. D., & Ho, C. C. (2015) · Proceedings of the IEEE · doi:10.1109/jproc.2015.2406340 · Cited by 80 · see citing works
Methodology for Inkjet Printing of Partially Wetting Films
Soltman, D., Smith, B., Kang, H., et al. (2010) · Langmuir · doi:10.1021/la102053j · Cited by 79 · see citing works
Cloth-Based Power Shirt for Wearable Energy Harvesting and Clothes Ornamentation
Li, S., Zhong, Q., Zhong, J., et al. (2015) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.5b03680 · Cited by 78 · see citing works
Song, S.-H., & Yun, K. (2015) · Smart Materials and Structures · doi:10.1088/0964-1726/24/4/045008 · Cited by 77 · see citing works
Microflotronics: A Flexible, Transparent, Pressure‐Sensitive Microfluidic Film
Li, R., Nie, B., Digiglio, P., & Pan, T. (2014) · Advanced Functional Materials · doi:10.1002/adfm.201401527 · Cited by 75 · see citing works
Prediction of Core Body Temperature from Multiple Variables
Richmond, V. L., Davey, S., Griggs, K., & Havenith, G. (2015) · The Annals of Occupational Hygiene · doi:10.1093/annhyg/mev054 · Cited by 73 · see citing works
Wearable Wireless Cardiovascular Monitoring Using Textile-Based Nanosensor and Nanomaterial Systems
Shyamkumar, P., Rai, P., Oh, S., Ramasamy, M., Harbaugh, R. E., & Varadan, V. K. (2014) · Electronics · doi:10.3390/electronics3030504 · Cited by 72 · see citing works
Flexible conductive threads for wearable dye-sensitized solar cells
Hou, S., Lv, Z., Wu, H., et al. (2012) · Journal of Materials Chemistry · doi:10.1039/c2jm16773e · Cited by 71 · see citing works
Fully printed flexible and disposable wireless cyclic voltammetry tag
Jung, Y., Park, H., Park, J., Noh, J., Choi, Y., Jung, M., Jung, K., Pyo, M., Chen, K., Javey, A., et al. (2015) · Scientific Reports · doi:10.1038/srep08105 · Cited by 71 · see citing works
Ultrasensitive Piezoresistive All‐Organic Flexible Thin Films
Laukhina, E. E., Pfattner, R., Ferreras, L. R., Galli, S., Mas‐Torrent, M., Masciocchi, N., Laukhin, V. N., Rovira, C., & Veciana, J. (2009) · Advanced Materials · doi:10.1002/adma.200902639 · Cited by 71 · see citing works
Accurate Temperature Measurements for Medical Research Using Body Sensor Networks
Boano, C. A., Lasagni, M., Römer, K., & Lange, T. (2011) · IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW) · doi:10.1109/isorcw.2011.28 · Cited by 70 · see citing works
R2R gravure and inkjet printed RF resonant tag
Allen, M., Lee, C., Ahn, B.-J., et al. (2011) · Microelectronic Engineering · doi:10.1016/j.mee.2011.08.010 · Cited by 69 · see citing works
Insertion of Dye-Sensitized Solar Cells in Textiles using a Conventional Weaving Process
Yun, M. J., Cha, S. I., Seo, S. H., et al. (2015) · Scientific Reports · doi:10.1038/srep11022 · Cited by 63 · see citing works
Techniques for measurement of thoracoabdominal asynchrony
Prisk, G. K., Hammer, J., & Newth, C. J. L. (2002) · Pediatric Pulmonology · doi:10.1002/ppul.10204 · Cited by 62 · see citing works
Design of a garment-based sensing system for breathing monitoring
Guo, L., Berglin, L., Wiklund, U., & Mattila, H. (2012) · Textile Research Journal · doi:10.1177/0040517512444336 · Cited by 62 · see citing works
Wearable Solar Cells by Stacking Textile Electrodes
Pan, S., Yang, Z., Chen, P., et al. (2014) · Angewandte Chemie · doi:10.1002/ange.201402561 · Cited by 56 · see citing works
Kang, H., Kitsomboonloha, R., Ulmer, K., et al. (2014) · Organic Electronics · doi:10.1016/j.orgel.2014.10.005 · Cited by 55 · see citing works
A New Contactless Assembly Method for Paper Substrate Antennas and UHF RFID Chips
Alimenti, F., Virili, M., Orecchini, G., et al. (2011) · IEEE Transactions on Microwave Theory and Techniques · doi:10.1109/tmtt.2010.2103210 · Cited by 53 · see citing works
A new polystyrene-based ionomer/MWCNT nanocomposite for wearable skin temperature sensors
Giuliani, A., Placidi, M., Francesco, F. D., & Pucci, A. (2014) · Reactive and Functional Polymers · doi:10.1016/j.reactfunctpolym.2014.01.008 · Cited by 51 · see citing works
Zheng, W., Tao, X., Zhu, B., et al. (2014) · Textile Research Journal · doi:10.1177/0040517514528560 · Cited by 49 · see citing works
Flexible wireless pressure sensor module
Shin, K.-H., Moon, C.-R., Lee, T.-H., et al. (2005) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2005.01.008 · Cited by 43 · see citing works
A Scalable Solar Antenna for Autonomous Integrated Wireless Sensor Nodes
Wu, T., Li, R., & Tentzeris, M. M. (2011) · IEEE Antennas and Wireless Propagation Letters · doi:10.1109/lawp.2011.2152357 · Cited by 42 · see citing works
A novel process for continuous thermal embossing of large‐area nanopatterns onto polymer films
Fagan, M. D., Kim, B. H., & Yao, D. (2009) · Advances in Polymer Technology · doi:10.1002/adv.20167 · Cited by 41 · see citing works
A 3μW wirelessly powered CMOS glucose sensor for an active contact lens
Liao, Y., Yao, H., Parviz, B. A., & Otis, B. P. (2011) · Digest of technical papers/Digest of technical papers - IEEE International Solid-State Circuits Conference · doi:10.1109/isscc.2011.5746209 · Cited by 41 · see citing works
Application of long-period-grating sensors to respiratory plethysmography
Allsop, T., Carroll, K. E., Lloyd, G., et al. (2007) · Journal of Biomedical Optics · doi:10.1117/1.2821198 · Cited by 40 · see citing works
Reinforced Electrode Architecture for a Flexible Battery with Paperlike Characteristics
Gaikwad, A. M., Chu, H. N., Qeraj, R., et al. (2013) · Energy Technology · doi:10.1002/ente.201200027 · Cited by 39 · see citing works
Flexible thick-film glucose biosensor: Influence of mechanical bending on the performance
Chuang, M., Yang, Y.-L., Tseng, T.-F., Chou, T., Lou, S.-L., & Wang, J. (2009) · Talanta · doi:10.1016/j.talanta.2009.11.029 · Cited by 37 · see citing works
Wearable battery-free active paper printed RFID tag with human-energy scavenger
Orecchini, G., Yang, L., Tentzeris, M. M., & Roselli, L. (2011) · IEEE MTT-S International Microwave Symposium digest · doi:10.1109/mwsym.2011.5972808 · Cited by 32 · see citing works
Silicon pressure transducer arrays for blood-pressure measurement
Terry, S., Eckerle, J. S., Kornbluh, R. D., Low, T., & Ablow, C. M. (1990) · Sensors and Actuators A Physical · doi:10.1016/0924-4247(90)87091-v · Cited by 30 · see citing works
Ianov, A. I., Kawamoto, H., & Sankai, Y. (2012) · ICME International Conference on Complex Medical Engineering (CME) · doi:10.1109/iccme.2012.6275720 · Cited by 20 · see citing works
Organic Rectifying Diode and Circuit for Wireless Power Harvesting at 13.56 MHz
Li, M., Heljo, P. S., & Lupo, D. W. (2014) · IEEE Transactions on Electron Devices · doi:10.1109/ted.2014.2318523 · Cited by 16 · see citing works
Practical Interfacing in the Laboratory
Derenzo, S. E. (2003) · Cambridge University Press eBooks · doi:10.1017/cbo9780511615160 · Cited by 5 · see citing works
Flexible EMG sensor array for haptic interface
Makino, Y., Ogawa, S., & Shinoda, H. (2008) · SICE Annual Conference (SICE) · doi:10.1109/sice.2008.4654890 · Cited by 4 · see citing works
Akin, M., & Arias, A. C. (2014) · doi:10.21236/ada602487 · Cited by 1 · see citing works
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Lab-on-Skin: A Review of Flexible and Stretchable Electronics for Wearable Health Monitoring
Liu, Y., Pharr, M., & Salvatore, G. A. (2017) · ACS Nano · doi:10.1021/acsnano.7b04898 · Cited by 1,725 · see citing works
Bio-Integrated Wearable Systems: A Comprehensive Review
Ray, T. R., Choi, J., Bandodkar, A. J., Krishnan, S., Gutruf, P., Tian, L., Ghaffari, R., & Rogers, J. A. (2019) · Chemical Reviews · doi:10.1021/acs.chemrev.8b00573 · Cited by 1,350 · see citing works
Wearable and flexible electronics for continuous molecular monitoring
Yang, Y., & Gao, W. (2019) · Chemical Society Reviews · doi:10.1039/c7cs00730b · Cited by 1,315 · see citing works
Wearable health devices-vital sign monitoring, systems and technologies
Dias, D., & Paulo Silva Cunha, J. (2018) · Sensors · doi:10.3390/s18082414 · Cited by 919 · see citing works
Wearable health devices in health care: narrative systematic review
Lu, L., Zhang, J., Xie, Y., Gao, F., Xu, S., Wu, X., & Ye, Z. (2020) · JMIR mHealth and uHealth · doi:10.2196/18907 · Cited by 701 · see citing works
An epidermal patch for the simultaneous monitoring of haemodynamic and metabolic biomarkers
Sempionatto, J. R., Lin, M., Yin, L., De la paz, E., Pei, K., Sonsa-ard, T., de Loyola Silva, A. N., Khorshed, A. A., Zhang, F., Tostado, N., et al. (2021) · Nature Biomedical Engineering · doi:10.1038/s41551-021-00685-1 · Cited by 658 · see citing works
Nanomaterial-Enabled Wearable Sensors for Healthcare
Yao, S., Swetha, P., & Zhu, Y. (2018) · Advanced Healthcare Materials · doi:10.1002/adhm.201700889 · Cited by 576 · see citing works
Yetisen, A. K., Martinez‐Hurtado, J. L., Ünal, B., Khademhosseini, A., & Butt, H. (2018) · Advanced Materials · doi:10.1002/adma.201706910 · Cited by 569 · see citing works
Hong, Y. J., Jeong, H., Cho, K. W., Lu, N., & Kim, D. (2019) · Advanced Functional Materials · doi:10.1002/adfm.201808247 · Cited by 559 · see citing works
Multifunctional conductive hydrogel-based flexible wearable sensors
Wang, L., Xu, T., & Zhang, X. (2021) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2020.116130 · Cited by 507 · see citing works
Flexible Wearable Sensors for Cardiovascular Health Monitoring
Chen, S., Qi, J., Fan, S., Qiao, Z., Yeo, J. C., & Lim, C. T. (2021) · Advanced Healthcare Materials · doi:10.1002/adhm.202100116 · Cited by 453 · see citing works
Su, Y., Ma, C., Chen, J., Wu, H., Luo, W., Peng, Y., Luo, Z., Li, L., Tan, Y., Omisore, O. M., et al. (2020) · Nanoscale Research Letters · doi:10.1186/s11671-020-03428-4 · Cited by 287 · see citing works
Sensors and Functionalities of Non-Invasive Wrist-Wearable Devices: A Review
Kamišalić, A., Fister, I., Turkanović, M., & Karakatič, S. (2018) · Sensors · doi:10.3390/s18061714 · Cited by 272 · see citing works
MXenes and Their Applications in Wearable Sensors
Xin, M., Li, J., Ma, Z., Pan, L., & Shi, Y. (2020) · Frontiers in Chemistry · doi:10.3389/fchem.2020.00297 · Cited by 246 · see citing works
Wearable and Mobile Sensors for Personalized Nutrition
Sempionatto, J. R., Montiel, V. R.-V., Vargas, E., Teymourian, H., & Wang, J. (2021) · ACS Sensors · doi:10.1021/acssensors.1c00553 · Cited by 237 · see citing works
Functionalized Hydrogel-Based Wearable Gas and Humidity Sensors.
Luo, Y., Li, J., Ding, Q., Wang, H., Liu, C., & Wu, J. (2023) · Nano-Micro Letters · doi:10.1007/s40820-023-01109-2 · Cited by 236 · see citing works
Li, Y.-Q., Zhu, W.-B., Yu, X.-G., Huang, P., Fu, S.-Y., Hu, N., & Liao, K. (2016) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.6b11196 · Cited by 207 · see citing works
Ultrahigh-Sensitivity Piezoresistive Pressure Sensors for Detection of Tiny Pressure
Li, H., Wu, K., Xu, Z., Wang, Z., Meng, Y., & Li, L. (2018) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.8b03639 · Cited by 197 · see citing works
Review—Textile Based Chemical and Physical Sensors for Healthcare Monitoring
Hatamie, A., Angizi, S., Kumar, S., Pandey, C. M., Simchi, A., Willander, M., & Malhotra, B. D. (2020) · Journal of The Electrochemical Society · doi:10.1149/1945-7111/ab6827 · Cited by 184 · see citing works
A Review of Conductive Hydrogel‐Based Wearable Temperature Sensors
Mo, F., Zhou, P., Lin, S., Zhong, J., & Wang, Y. (2024) · Advanced Healthcare Materials · doi:10.1002/adhm.202401503 · Cited by 187 · see citing works
Recent advances in noninvasive flexible and wearable wireless biosensors
Salim, A., & Lim, S. (2019) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2019.111422 · Cited by 153 · see citing works
Designing wearable microgrids: towards autonomous sustainable on-body energy management
Yin, L., Kim, K. N., Trifonov, A., Podhajny, T., & Wang, J. (2022) · Energy & Environmental Science · doi:10.1039/d1ee03113a · Cited by 111 · see citing works
Stretchable Electrochemical Sensors for Cell and Tissue Detection
Liu, Y., & Huang, W. (2021) · Angewandte Chemie International Edition · doi:10.1002/anie.202007754 · Cited by 105 · see citing works
Automating sleep stage classification using wireless, wearable sensors
Boe, A. J., McGee Koch, L. L., O’Brien, M. K., Shawen, N., Rogers, J. A., Lieber, R. L., Reid, K. J., Zee, P. C., & Jayaraman, A. (2019) · npj Digital Medicine · doi:10.1038/s41746-019-0210-1 · Cited by 98 · see citing works
The Current State of Optical Sensors in Medical Wearables
Vavrinsky, E., Esfahani, N. E., Hausner, M., Kuzma, A., Rezo, V., Donoval, M., & Kosnacova, H. (2022) · Biosensors · doi:10.3390/bios12040217 · Cited by 103 · see citing works
“Early accurate diagnosis is the key to maintaining a high quality of life [1,2].”
BackgroundToward 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
Klum, M., Urban, M., Tigges, T., Pielmus, A.-G., Feldheiser, A., Schmitt, T., & Orglmeister, R. (2020) · Sensors · doi:10.3390/s20072033 · Cited by 75 · see citing works
Non-invasive human vital signs monitoring based on twin-core optical fiber sensors
Tan, F., Chen, S., Lyu, W., Liu, Z., Yu, C., Lu, C., & Tam, H.-Y. (2019) · Biomedical Optics Express · doi:10.1364/boe.10.005940 · Cited by 62 · see citing works
Chung, S. Y., Lee, H.-J., Lee, T. I., & Kim, Y. S. (2017) · RSC Advances · doi:10.1039/c6ra25797f · Cited by 45 · see citing works
Bhattacharya, S., Nikbakht, M., Alden, A., Tan, P., Wang, J., Alhalimi, T. A., Kim, S., Wang, P., Tanaka, H., Tandon, A., et al. (2023) · Advanced Electronic Materials · doi:10.1002/aelm.202201284 · Cited by 42 · see citing works
Failure criterion of silver nanowire electrodes on a polymer substrate for highly flexible devices
Kim, D., Kim, S.-H., Kim, J. H., Lee, J.-C., Ahn, J.-P., & Kim, S. W. (2017) · Scientific Reports · doi:10.1038/srep45903 · Cited by 32 · see citing works
- Authors
- Khan, Y., Ostfeld, A. E., Lochner, C. M., Pierre, A., & Arias, A. C.
- Affiliations
- University of California, Berkeley (US)
- Corresponding author
- Arias, Ana C.
- Venue
- Advanced Materials
- Publisher
- Wiley
- Published
- 2016-02-12
- Volume
- 28
- Issue
- 22
- Pages
- 4373-4395
- ISSN
- 0935-9648 (ISSN-L)
- 1521-4095
- OpenAlex
- W2268822069
- Cited by
- 1,408
- References
- 190
- Citations by year
- 2026: 68 · 2025: 134 · 2024: 170 · 2023: 175 · 2022: 146 · 2021: 155 · 2020: 155 · 2019: 167 · 2018: 126 · 2017: 88 · 2016: 24
- FWCI
- 65.09
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Advanced Materials (publishedVersion)
- PubMed (publishedVersion)
- Funders
- MARCO
- DARPA
- NSF Graduate Fellowship Research Program (DGE-1106400)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Physical Sciences › Engineering › Biomedical Engineering › Wireless Body Area Networks
- Keywords
- wearable medical devices, flexible sensors, stretchable sensors, vital signs monitoring, body temperature sensing, heart rate monitoring, blood pressure sensing, pulse oximetry, blood glucose monitoring, low-power electronics, sensor fabrication, connected health, fitness tracking
- MeSH terms
- Wearable Electronic Devices, Heart Rate, Humans, Wireless Technology
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