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Unobtrusive Sensing and Wearable Devices for Health Informatics
Open accessAbstract
The aging population, prevalence of chronic diseases, and outbreaks of infectious diseases are some of the major challenges of our present-day society. To address these unmet healthcare needs, especially for the early prediction and treatment of major diseases, health informatics, which deals with the acquisition, transmission, processing, storage, retrieval, and use of health information, has emerged as an active area of interdisciplinary research. In particular, acquisition of health-related information by unobtrusive sensing and wearable technologies is considered as a cornerstone in health informatics. Sensors can be weaved or integrated into clothing, accessories, and the living environment, such that health information can be acquired seamlessly and pervasively in daily living. Sensors can even be designed as stick-on electronic tattoos or directly printed onto human skin to enable long-term health monitoring. This paper aims to provide an overview of four emerging unobtrusive and wearable technologies, which are essential to the realization of pervasive health information acquisition, including: (1) unobtrusive sensing methods, (2) smart textile technology, (3) flexible-stretchable-printable electronics, and (4) sensor fusion, and then to identify some future directions of research.
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Cites
Data mining: concepts and techniques
(2012) · Choice Reviews Online · doi:10.5860/choice.49-3305 · Cited by 28,531
Kim, D.-H., Lu, N., Ma, R., Kim, Y.-S., Kim, R.-H., Wang, S., Wu, J., Won, S. M., Tao, H., Islam, A., et al. (2011) · Science · doi:10.1126/science.1206157 · Cited by 4,836
Self-citationHighly 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 · cited 1×
“For example, Bao’s team developed a high-sensitivity flexible capacitive pressure sensor with poly-dimethylsiloxane as the dielectric layer [111].”
BackgroundA 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
Multisensor data fusion: A review of the state-of-the-art
Khaleghi, B., Khamis, A., Karray, F. O., & Razavi, S. N. (2013) · Information Fusion · doi:10.1016/j.inffus.2011.08.001 · Cited by 2,074
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 · cited 1×
“Flexible and stretchable wearable devices for health care applications developed by different groups: (a) multifunctional epidermal electronic device for electrophysiological, temperature, and strain monitoring [4]; (b) a flexible capacitive pressure sensor for radial artery pressure pulse measurement [112]; (c) e-ski…”
Background(2012) · RePEc: Research Papers in Economics · Cited by 1,951
A flexible and highly sensitive strain-gauge sensor using reversible interlocking of nanofibres
Pang, C., Lee, G.-Y., Kim, T.-I., Kim, S. M., Kim, H. N., Ahn, S.-H., & Suh, K.-Y. (2012) · Nature Materials · doi:10.1038/nmat3380 · Cited by 1,695
A Stretchable Form of Single-Crystal Silicon for High-Performance Electronics on Rubber Substrates
Khang, D.-Y., Jiang, H., Huang, Y., & Rogers, J. A. (2006) · Science · doi:10.1126/science.1121401 · Cited by 1,689
Mining electronic health records: towards better research applications and clinical care
Jensen, P. B., Jensen, L. J., & Brunak, S. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3208 · Cited by 1,680
Advancements in Noncontact, Multiparameter Physiological Measurements Using a Webcam
Poh, M.-Z., McDuff, D. J., & Picard, R. W. (2011) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2010.2086456 · Cited by 1,486
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
Self-citationA Rubberlike Stretchable Active Matrix Using Elastic Conductors
Sekitani, T., Noguchi, Y., Hata, K., Fukushima, T., Aida, T., & Someya, T. (2008) · Science · doi:10.1126/science.1160309 · Cited by 1,366
Extremely efficient flexible organic light-emitting diodes with modified graphene anode
Han, T.-H., Lee, Y., Choi, M.-R., Woo, S.-H., Bae, S.-H., Hong, B. H., Ahn, J.-H., & Lee, T.-W. (2012) · Nature Photonics · doi:10.1038/nphoton.2011.318 · Cited by 1,366
Meng, Y., Zhao, Y., Hu, C., Cheng, H., Hu, Y., Zhang, Z., Shi, G., & Qu, L. (2013) · Advanced Materials · doi:10.1002/adma.201300132 · Cited by 1,093
Energy scavenging with shoe-mounted piezoelectrics
Shenck, N. S., & Paradiso, J. A. (2001) · IEEE Micro · doi:10.1109/40.928763 · Cited by 1,091
Highly ordered nanowire arrays on plastic substrates for ultrasensitive flexible chemical sensors
McAlpine, M. C., Ahmad, H., Wang, D., & Heath, J. R. (2007) · Nature Materials · doi:10.1038/nmat1891 · Cited by 959
Ultrathin, highly flexible and stretchable PLEDs
White, M. S., Kaltenbrunner, M., Głowacki, E. D., Gutnichenko, K., Kettlgruber, G., Graz, I., Aazou, S., Ulbricht, C., Egbe, D. A. M., Miron, M. C., et al. (2013) · Nature Photonics · doi:10.1038/nphoton.2013.188 · Cited by 938
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
Stretchable nanoparticle conductors with self-organized conductive pathways
Kim, Y., Zhu, J., Yeom, B., Di Prima, M., Su, X., Kim, J.-G., Yoo, S. J., Uher, C., & Kotov, N. A. (2013) · Nature · doi:10.1038/nature12401 · Cited by 852
Multifunctional Epidermal Electronics Printed Directly Onto the Skin
Yeo, W., Kim, Y., Lee, J., Ameen, A., Shi, L., Li, M., Wang, S., Ma, R., Jin, S. H., Kang, Z., et al. (2013) · Advanced Materials · doi:10.1002/adma.201204426 · Cited by 828
Istepanian, R. S. H., Jovanov, E., & Zhang, Y. T. (2004) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2004.840019 · Cited by 766
Self-citationFlexible and Stretchable Electronics for Biointegrated Devices
Kim, D.-H., Ghaffari, R., Lu, N., & Rogers, J. A. (2012) · Annual Review of Biomedical Engineering · doi:10.1146/annurev-bioeng-071811-150018 · Cited by 749 · cited 1×
“Other stretchable systems for biomedical applications have also been reported, such as the CNT-based strain sensor for human motion monitoring [58], electronic skin [113], and other as reviewed in [126].”
BackgroundA Wearable Health Care System Based on Knitted Integrated Sensors
Paradiso, R., Loriga, G., & Taccini, N. (2005) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2005.854512 · Cited by 729
A Wearable Sensor for Unobtrusive, Long-Term Assessment of Electrodermal Activity
Poh, M.-Z., Swenson, N. C., & Picard, R. W. (2010) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2009.2038487 · Cited by 693
Super-Elastic Graphene Ripples for Flexible Strain Sensors
Wang, Y., Yang, R., Shi, Z., Zhang, L., Shi, D., Wang, E., & Zhang, G. (2011) · ACS Nano · doi:10.1021/nn103523t · Cited by 689
(2006) · doi:10.1007/1-84628-484-8 · Cited by 667
Fiber Supercapacitors Utilizing Pen Ink for Flexible/Wearable Energy Storage
Fu, Y., Cai, X., Wu, H., Lv, Z., Hou, S., Peng, M., Yu, X., & Zou, D. (2012) · Advanced Materials · doi:10.1002/adma.201202930 · Cited by 616
Flexible energy storage devices based on graphene paper
Gwon, H., Kim, H.-S., Lee, K. U., Seo, D.-H., Park, Y. C., Lee, Y.-S., Ahn, B. T., & Kang, K. (2011) · Energy & Environmental Science · doi:10.1039/c0ee00640h · Cited by 573
A novel biometrics method to secure wireless body area sensor networks for telemedicine and m-health
Poon, C. C. Y., Zhang, Y.-T., & Bao, S.-D. (2006) · IEEE Communications Magazine · doi:10.1109/mcom.2006.1632652 · Cited by 570
Self-citationAmbulatory esophageal pH monitoring using a wireless system
Pandolfino, J. (2003) · The American Journal of Gastroenterology · doi:10.1016/s0002-9270(03)00062-5 · Cited by 528
Optimal Linear Combinations of Neural Networks
Hashem, S. (1997) · Neural Networks · doi:10.1016/s0893-6080(96)00098-6 · Cited by 499
Mobile monitoring with wearable photoplethysmographic biosensors
Asada, H. H., Shaltis, P., Reisner, A., Rhee, S., & Hutchinson, R. C. (2003) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2003.1213624 · Cited by 466
Thermoelectric Energy Harvesting of Human Body Heat for Wearable Sensors
Leonov, V. (2013) · IEEE Sensors Journal · doi:10.1109/jsen.2013.2252526 · Cited by 440
Chen, P., Chen, H., Qiu, J., & Zhou, C. (2010) · Nano Research · doi:10.1007/s12274-010-0020-x · Cited by 435
Pulse transit time measured from the ECG: an unreliable marker of beat-to-beat blood pressure
Payne, R. A., Symeonides, C. N., Webb, D. J., & Maxwell, S. R. J. (2006) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00657.2005 · Cited by 418
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
Kurt, I., Ture, M., & Kurum, A. T. (2008) · Expert Systems with Applications · doi:10.1016/j.eswa.2006.09.004 · Cited by 410
A Cloud Computing Solution for Patient's Data Collection in Health Care Institutions
Rolim, C. O., Koch, F. L., Westphall, C. B., Werner, J., Fracalossi, A., & Salvador, G. S. (2010) · 2010 Second International Conference on eHealth, Telemedicine, and Social Medicine · doi:10.1109/etelemed.2010.19 · Cited by 409
Cuff-less and Noninvasive Measurements of Arterial Blood Pressure by Pulse Transit Time
Poon, C. C. Y., & Zhang, Y. T. (2005) · 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference · doi:10.1109/iembs.2005.1615827 · Cited by 375
Self-citationSensor Positioning for Activity Recognition Using Wearable Accelerometers
Atallah, L., Lo, B., King, R., & Yang, G.-Z. (2011) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2011.2160540 · Cited by 346
Self-citationBIOTEX—Biosensing Textiles for Personalised Healthcare Management
Coyle, S., Lau, K.-T., Moyna, N., O'Gorman, D., Diamond, D., Di Francesco, F., Costanzo, D., Salvo, P., Trivella, M. G., De Rossi, D. E., et al. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2038484 · Cited by 330
PSKA: Usable and Secure Key Agreement Scheme for Body Area Networks
Venkatasubramanian, K. K., Banerjee, A., & Gupta, S. K. S. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2037617 · Cited by 322
Ultra-flexible solution-processed organic field-effect transistors
Yi, H. T., Payne, M. M., Anthony, J. E., & Podzorov, V. (2012) · Nature Communications · doi:10.1038/ncomms2263 · Cited by 301
Knowledge processing with Fuzzy Cognitive Maps
Taber, R. (1991) · Expert Systems with Applications · doi:10.1016/0957-4174(91)90136-3 · Cited by 291
An ultra-wearable, wireless, low power ECG monitoring system
Park, C., Chou, P. H., Bai, Y., Matthews, R., & Hibbs, A. (2006) · 2006 IEEE Biomedical Circuits and Systems Conference · doi:10.1109/biocas.2006.4600353 · Cited by 262
Papageorgiou, E. I. (2011) · Applied Soft Computing · doi:10.1016/j.asoc.2009.12.010 · Cited by 247
Autonomic changes with seizures correlate with postictal EEG suppression
Poh, M.-Z., Loddenkemper, T., Reinsberger, C., Swenson, N. C., Goyal, S., Madsen, J. R., & Picard, R. W. (2012) · Neurology · doi:10.1212/wnl.0b013e318258f7f1 · Cited by 243
Wang, X., Song, W., Liu, B., Chen, G., Chen, D., Zhou, C., & Shen, G. (2013) · Advanced Functional Materials · doi:10.1002/adfm.201201786 · Cited by 233
e-Health Cloud: Opportunities and Challenges
AbuKhousa, E., Mohamed, N., & Al-Jaroodi, J. (2012) · Future Internet · doi:10.3390/fi4030621 · Cited by 230
White, F. E. (1991) · doi:10.21236/ada529661 · Cited by 222
Towards Miniaturization of a MEMS-Based Wearable Motion Capture System
Brigante, C. M. N., Abbate, N., Basile, A., Faulisi, A. C., & Sessa, S. (2011) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2011.2148671 · Cited by 213
Lakafosis, V., Rida, A., Vyas, R., Yang, L., Nikolaou, S., & Tentzeris, M. M. (2010) · Proceedings of the IEEE · doi:10.1109/jproc.2010.2049622 · Cited by 204
A Smart Health Monitoring Chair for Nonintrusive Measurement of Biological Signals
Baek, H. J., Chung, G. S., Kim, K. K., & Park, K. S. (2012) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2011.2175742 · Cited by 199
Monitoring patients via a secure and mobile healthcare system
Ren, Y., Werner, R., Pazzi, N., & Boukerche, A. (2010) · IEEE Wireless Communications · doi:10.1109/mwc.2010.5416351 · Cited by 194
Motion-tolerant magnetic earring sensor and wireless earpiece for wearable photoplethysmography
Poh, M.-Z., Swenson, N. C., & Picard, R. W. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2042607 · Cited by 189
Adamson, P. B., Abraham, W. T., Aaron, M., Aranda, J. M., Bourge, R. C., Smith, A., Stevenson, L. W., Bauman, J. G., & Yadav, J. S. (2011) · Journal of Cardiac Failure · doi:10.1016/j.cardfail.2010.08.002 · Cited by 188
Monitoring Respiration and Cardiac Activity Using Fiber Bragg Grating-Based Sensor
Dziuda, L., Skibniewski, F. W., Krej, M., & Lewandowski, J. (2012) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2012.2194145 · Cited by 186
Ambulatory Assessment of Ankle and Foot Dynamics
Schepers, H. M., Koopman, H. F. J. M., & Veltink, P. H. (2007) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2006.889769 · Cited by 186
Wireless Non-contact EEG/ECG Electrodes for Body Sensor Networks
Chi, Y. M., & Cauwenberghs, G. (2010) · 2010 International Conference on Body Sensor Networks · doi:10.1109/bsn.2010.52 · Cited by 179
Feature selection and classification model construction on type 2 diabetic patients’ data
Huang, Y., McCullagh, P., Black, N., & Harper, R. (2007) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2007.07.002 · Cited by 174
Mechanics of noncoplanar mesh design for stretchable electronic circuits
Song, J., Huang, Y., Xiao, J., Wang, S., Hwang, K. C., Ko, H. C., Kim, D.-H., Stoykovich, M. P., & Rogers, J. A. (2009) · Journal of Applied Physics · doi:10.1063/1.3148245 · Cited by 171
MOPET: A context-aware and user-adaptive wearable system for fitness training
Buttussi, F., & Chittaro, L. (2008) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2007.11.004 · Cited by 171
Temporal pattern discovery in longitudinal electronic patient records
Norén, G. N., Hopstadius, J., Bate, A., Star, K., & Edwards, I. R. (2010) · Data Mining and Knowledge Discovery · doi:10.1007/s10618-009-0152-3 · Cited by 170
A high-sensitivity near-infrared phototransistor based on an organic bulk heterojunction
Xu, H., Li, J., Leung, B. H. K., Poon, C. C. Y., Ong, B. S., Zhang, Y., & Zhao, N. (2013) · Nanoscale · doi:10.1039/c3nr03989g · Cited by 163
Self-citationThe smart car seat: personalized monitoring of vital signs in automotive applications
Walter, M., Eilebrecht, B., Wartzek, T., & Leonhardt, S. K. (2011) · Personal and Ubiquitous Computing · doi:10.1007/s00779-010-0350-4 · Cited by 141
Smart Garments for Emergency Operators: The ProeTEX Project
Curone, D., Secco, E. L., Tognetti, A., Loriga, G., Dudnik, G., Risatti, M., Whyte, R., Bonfiglio, A., & Magenes, G. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2045003 · Cited by 141
Chang, H., Sun, Z., Saito, M., Yuan, Q., Zhang, H., Li, J., Wang, Z., Fujita, T., Ding, F., Zheng, Z., et al. (2013) · ACS Nano · doi:10.1021/nn4023679 · Cited by 141
Self-citationNon-contact Low Power EEG/ECG Electrode for High Density Wearable Biopotential Sensor Networks
Yu, M., Deiss, S. R., & Cauwenberghs, G. (2009) · Wearable and Implantable Body Sensor Networks · doi:10.1109/bsn.2009.52 · Cited by 126
Applying the ISO/IEEE 11073 Standards to Wearable Home Health Monitoring Systems
Yao, J., & Warren, S. (2005) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-005-2033-7 · Cited by 121
On the Definition of Information Fusion as a Field of Research
Boström, H., Andler, S. F., Brohede, M., Johansson, R., Karlsson, A., van Laere, J., Niklasson, L., Nilsson, M., Persson, A., & Ziemke, T. (2007) · Cited by 119
Multichannel reflective PPG earpiece sensor with passive motion cancellation
Wang, L., Lo, B. P., & Yang, G.-Z. (2007) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2007.910900 · Cited by 114
Liu, B., Wang, X., Liu, B., Wang, Q., Tan, D., Song, W., Hou, X., Chen, D., & Shen, G. (2013) · Nano Research · doi:10.1007/s12274-013-0329-3 · Cited by 113
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
Lanatà, A., Scilingo, E. P., Nardini, E., Loriga, G., Paradiso, R., & De-Rossi, D. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2037614 · Cited by 111
Midfield Wireless Powering of Subwavelength Autonomous Devices
Kim, S., Ho, J. S., & Poon, A. S. Y. (2013) · Physical Review Letters · doi:10.1103/physrevlett.110.203905 · Cited by 110 · cited 1×
“6 GHz, which is 4 times larger than that of the conventional near-field coil-based designs [88].”
BackgroundWireless and Non-contact ECG Measurement System – the “Aachen SmartChair”
Aleksandrowicz, A., & Leonhardt, S. K. (2007) · Acta Polytechnica · doi:10.14311/974 · Cited by 110
Time-Based Compression and Classification of Heartbeats
Alvarado, A. S., Lakshminarayan, C. K., & Principe, J. C. (2012) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2012.2191407 · Cited by 108
An analysis of clinical queries in an electronic health record search utility
Natarajan, K., Stein, D. M., Jain, S., & Elhadad, N. (2010) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2010.03.004 · Cited by 107
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 105
A Wearable Reflectance Pulse Oximeter for Remote Physiological Monitoring
Mendelson, Y., Duckworth, R. J., & Comtois, G. (2006) · Conference proceedings · doi:10.1109/iembs.2006.260137 · Cited by 105
Chuo, Y., Marzencki, M., Hung, B., Jaggernauth, C., Tavakolian, K., Lin, P., & Kaminska, B. (2010) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2010.2052616 · Cited by 102
Grossman, P. (2004) · PubMed · Cited by 100
Fabric-Based Active Electrode Design and Fabrication for Health Monitoring Clothing
Merritt, C. R., Nagle, H. T., & Grant, E. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2012408 · Cited by 99
Seol, Y. G., Trung, T. Q., Yoon, O.-J., et al. (2012) · Journal of Materials Chemistry · doi:10.1039/c2jm33949h · Cited by 97
Plethysmogram-based secure inter-sensor communication in Body Area Networks
Venkatasubramanian, K. K., Banerjee, A., & Gupta, S. K. S. (2008) · IEEE Military Communications Conference (MILCOM) · doi:10.1109/milcom.2008.4753199 · Cited by 96
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 95
Cardiovascular Monitoring Using Earphones and a Mobile Device
Poh, M., Kim, K., Goessling, A. D., Swenson, N. C., & Picard, R. W. (2010) · IEEE Pervasive Computing · doi:10.1109/mprv.2010.91 · Cited by 94
A Flexible, Low Noise Reflective PPG Sensor Platform for Ear-Worn Heart Rate Monitoring
Patterson, J. A. C., McIlwraith, D. C., & Yang, G.-Z. (2009) · 2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks · doi:10.1109/bsn.2009.16 · Cited by 91
Self-citationA pilot study of distributed knowledge management and clinical decision support in the cloud
Dixon, B. E., Simonaitis, L., Goldberg, H., Paterno, M. D., Schaeffer, M. H., Hongsermeier, T., Wright, A. T., & Middleton, B. (2013) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2013.03.004 · Cited by 89
Kim, K. K., Lim, Y. K., & Park, K. S. (2005) · doi:10.1109/iembs.2004.1403688 · Cited by 88
Pressure sensing using a completely flexible organic transistor
MANUNZA, I., & Bonfiglio, A. (2007) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2007.01.021 · Cited by 85
Wearable eHealth Systems for Personalised Health Management - State of the Art and Future Challenges
Lymberis, A., & De Rossi, D. (2004) · Cited by 81
Istepanian, R., Philip, N., & Martini, M. (2009) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2009.090517 · Cited by 78
Gomez-Clapers, J., & Casanella, R. (2011) · IEEE Sensors Journal · doi:10.1109/jsen.2011.2118201 · Cited by 77
Emergency Healthcare Process Automation Using Mobile Computing and Cloud Services
Poulymenopoulou, M., Malamateniou, F., & Vassilacopoulos, G. (2011) · Journal of Medical Systems · doi:10.1007/s10916-011-9814-y · Cited by 74
Linz, T., Kallmayer, C., Aschenbrenner, R., & Reichl, H. (2006) · Wearable and Implantable Body Sensor Networks · doi:10.1109/bsn.2006.26 · Cited by 70
In-Ear Vital Signs Monitoring Using a Novel Microoptic Reflective Sensor
Vogel, S., Hülsbusch, M., Hennig, T., Blažek, V., & Leonhardt, S. K. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2033268 · Cited by 68
Huang, D., & Leung, H. (2005) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2005.848366 · Cited by 68
A Low-Power, Battery-Free Tag for Body Sensor Networks
Mandal, S., Turicchia, L., & Sarpeshkar, R. (2010) · IEEE Pervasive Computing · doi:10.1109/mprv.2010.1 · Cited by 64
Noninvasive Measurement of Physiological Signals on a Modified Home Bathroom Scale
Inan, O. T., Park, D., Giovangrandi, L., & Kovacs, G. T. A. (2012) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2012.2186809 · Cited by 62
An Efficient Motion-Resistant Method for Wearable Pulse Oximeter
Yan, Y.-S., & Zhang, Y.-T. (2008) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2007.902173 · Cited by 62
Self-citationVTAMN - A Smart Clothe for Ambulatory Remote Monitoring of Physiological Parameters and Activity
Noury, N., Dittmar, A., Corroy, C., Baghai, R., Weber, J.-L., Blanc, D., Klefstat, F., Blinovska, A., Vaysse, S., & Comet, B. (2005) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2004.1403919 · Cited by 61
A Multimodal Transducer for Cardiopulmonary Activity Monitoring in Emergency
Lanatà, A., Scilingo, E. P., & Rossi, D. D. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2024414 · Cited by 60
Poon, C. C. Y., Wong, Y., & Zhang, Y. (2006) · IEEE/NIH Life Science Systems and Applications Workshop · doi:10.1109/lssa.2006.250377 · Cited by 55
Self-citationEfficient Security Mechanisms for mHealth Applications Using Wireless Body Sensor Networks
Sahoo, P. K. (2012) · Sensors · doi:10.3390/s120912606 · Cited by 54
Perspectives on High Technologies for Low-Cost Healthcare
Poon, C. C. Y., & Zhang, Y. (2008) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2008.923955 · Cited by 53
Self-citationMicrowave FMCW Doppler radar implementation for in-house pervasive health care system
Postolache, O. A., Girão, P. S., Madeira, R. N., & Postolache, G. B. (2010) · IEEE International Symposium on Medical Measurements and Applications (MeMeA) · doi:10.1109/memea.2010.5480207 · Cited by 52
A textile integrated long-term ECG monitor with capacitively coupled electrodes
Fuhrhop, S., Lamparth, S., & Heuer, S. (2009) · IEEE Biomedical Circuits and Systems Conference (BioCAS) · doi:10.1109/biocas.2009.5372095 · Cited by 47
Digital sampling rate and ECG analysis
Pizzuti, G. P., Cifaldi, S., & Nolfe, G. (1985) · Journal of Biomedical Engineering · doi:10.1016/0141-5425(85)90027-5 · Cited by 46
Someya, T. (2013) · IEEE Spectrum · doi:10.1109/mspec.2013.6587191 · Cited by 46
Selecting information in electronic health records for knowledge acquisition
Wang, X.-Y., Chase, H. S., Markatou, M., Hripcsak, G. M., & Friedman, C. (2010) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2010.03.011 · Cited by 46
Poon, C. C. Y., Zhang, Y., & Liu, Y. (2006) · IEEE/EMBS International Summer School on Medical Devices and Biosensors (ISSS-MDBS) · doi:10.1109/issmdbs.2006.360098 · Cited by 41
Self-citationA system for respiratory motion detection using optical fibers embedded into textiles
D’Angelo, L., Weber, S., Honda, Y., et al. (2008) · doi:10.1109/iembs.2008.4650011 · Cited by 37
Development of a Wireless Capacitive Sensor for Ambulatory ECG Monitoring over Clothes
Yama, Y., Ueno, A., & Uchikawa, Y. (2007) · Conference proceedings · doi:10.1109/iembs.2007.4353647 · Cited by 36
A clip-free eyeglasses-based wearable monitoring device for measuring photoplethysmograhic signals
Zheng, Y., Leung, B., Sy, S., Zhang, Y., & Poon, C. C. Y. (2012) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc.2012.6347121 · Cited by 34
Self-citationGu, W. B., Poon, C. C. Y., Leung, H. K., Sy, M. Y., Wong, M. Y. M., & Zhang, Y. (2009) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2009.5335393 · Cited by 31
Self-citationLin, Y. (2010) · IEEE Sensors Journal · doi:10.1109/jsen.2010.2041773 · Cited by 31
Ko, B.-H., Lee, T., Choi, C., Kim, Y.-H., Park, G., Kang, K., Bae, S. K., & Shin, K. (2012) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc.2012.6346248 · Cited by 28
Baek, H. J., Chung, G. S., Kim, K. K., Kim, J. S., & Park, K. S. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2031108 · Cited by 28
Contactless and Cuffless Monitoring of Blood Pressure on a Chair Using E-Textile Materials
Wu, K.-F., Chan, C.-H., & Zhang, Y. (2006) · IEEE/EMBS International Summer School on Medical Devices and Biosensors (ISSS-MDBS) · doi:10.1109/issmdbs.2006.360107 · Cited by 28
Self-citationBayesian Analysis of Sub-plantar Ground Reaction Force with BSN
Lo, B. P. L., Pansiot, J., & Yang, G. (2009) · Wearable and Implantable Body Sensor Networks · doi:10.1109/bsn.2009.38 · Cited by 24
Self-citationColes-Kemp, L., Reddington, J., & Williams, P. A. H. (2011) · Information Security Technical Report · doi:10.1016/j.istr.2011.09.001 · Cited by 22
Design and Implementation of Sensing Shirt for Ambulatory Cardiopulmonary Monitoring
Zhang, Z., Shen, Y., Wang, W., Wang, B., & Zheng, J. (2011) · Journal of Medical and Biological Engineering · Cited by 22
A Driver’s Physiological Monitoring System Based on a Wearable PPG Sensor and a Smartphone
Lin, Y., Lin, C.-F., & You, H.-Z. (2011) · Communications in computer and information science · doi:10.1007/978-3-642-23948-9_36 · Cited by 20
Wearable wireless photoplethysmography sensors
Spīgulis, J., Erts, R., Nikiforovs, V., & Kviesis-Kipge, E. (2008) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.801966 · Cited by 20
Wartzek, T., Weyer, S., & Leonhardt, S. K. (2011) · Physiological Measurement · doi:10.1088/0967-3334/32/10/006 · Cited by 18
Martinez-Espronceda, M., Ruiz, I. M., Serrano, L., Led, S., Trigo, J. D., Marzo, A., Escayola, J., & García, J. (2011) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2011.2134861 · Cited by 18
A Novel Headset with a Transmissive PPG Sensor for Heart Rate Measurement
Shin, K., Kim, Y., Bae, S., Park, K., & Kim, S. (2009) · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · doi:10.1007/978-3-540-92841-6_127 · Cited by 17
Non-Contact ECG Sensing Employing Gradiometer Electrodes
Peng, G., & Bocko, M. F. (2012) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2012.2219531 · Cited by 17
Evaluation scale to assess the accuracy of cuff-less blood pressure measuring devices
Yan, I. R. F., Poon, C. C. Y., & Zhang, Y. (2009) · Blood Pressure Monitoring · doi:10.1097/mbp.0b013e328330aea8 · Cited by 15
Self-citationMu, X., & Lü, K. (2010) · Journal of Information Science · doi:10.1177/0165551509357856 · Cited by 14
Design and QoS of a Wireless System for Real-Time Remote Electrocardiography
Kang, K., Ryu, J., Hur, J., & Sha, L. (2013) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2013.2237782 · Cited by 13
A Mobile-Phone-Based Health Management System
Wu, Y., Chang, C.-S., Sawaguchi, Y., Yu, W.-C., Chen, M.-J., Lin, J.-Y., Liu, S.-M., Han, C., Huang, W., & Su, C.-Y. (2011) · InTech eBooks · doi:10.5772/20044 · Cited by 12
Ambient Assisted Living Devices Interoperability Based on OSGi and the X73 Standard
Damas, M., Pomares, H., González, S. F., Olivares, A., & Rojas, I. (2012) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2012.0052 · Cited by 11
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Mukhopadhyay, S. C. (2015) · IEEE Sensors Journal · doi:10.1109/jsen.2014.2370945 · Cited by 1,401
Toward ubiquitous blood pressure monitoring via pulse transit time: Theory and practice
Mukkamala, R., Hahn, J.-O., Inan, O. T., Mestha, L. K., Kim, C.-S., Toreyin, H., & Kyal, S. (2015) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2015.2441951 · Cited by 935
“We refer to a recent review for more on advances in ECG and other sensing technologies [5].”
BackgroundRecent Progress in Materials and Devices toward Printable and Flexible Sensors
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Espay, A. J., Bonato, P., Nahab, F. B., Maetzler, W., Dean, J. M., Klucken, J., Eskofier, B. M., Merola, A., Horak, F., Lang, A. E., et al. (2016) · Movement Disorders · doi:10.1002/mds.26642 · Cited by 654
Metadata
- Authors
- Zheng, Y.-L., Ding, X.-R., Poon, C. C. Y., Lo, B. P. L., Zhang, H., Zhou, X.-L., Yang, G.-Z., Zhao, N., & Zhang, Y.-T.
- Venue
- IEEE Transactions on Biomedical Engineering
- Published
- 2014-05
- Volume
- 61
- Issue
- 5
- Pages
- 1538-1554
- ISSN
- 0018-9294 (ISSN-L)
- 1558-2531
- OpenAlex
- W2125628414
- Cited by
- 722
- References
- 135
- FWCI
- 39.89
- Type
- journal article
- Language
- en
- Open access
- bronze
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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.
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Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.