Smart health monitoring systems: An overview of design and modeling
Abstract
Health monitoring systems have rapidly evolved during the past two decades and have the potential to change the way health care is currently delivered. Although smart health monitoring systems automate patient monitoring tasks and, thereby improve the patient workflow management, their efficiency in clinical settings is still debatable. This paper presents a review of smart health monitoring systems and an overview of their design and modeling. Furthermore, a critical analysis of the efficiency, clinical acceptability, strategies and recommendations on improving current health monitoring systems will be presented. The main aim is to review current state of the art monitoring systems and to perform extensive and an in-depth analysis of the findings in the area of smart health monitoring systems. In order to achieve this, over fifty different monitoring systems have been selected, categorized, classified and compared. Finally, major advances in the system design level have been discussed, current issues facing health care providers, as well as the potential challenges to health monitoring field will be identified and compared to other similar systems.
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Most home or remote monitoring applications deal predominantly with prediction and anomaly detection, whereas clinical applications typically focus on diagnosis.
“Based on the literature, most monitoring applications which consider home settings or remote monitoring deal predominantly with prediction and anomaly detection whereas the applications in clinical settings are typically focused on diagnosis [10,21].”
From Data Mining for Wearable Sensors in Health Monitoring Systems: A Review of Recent Trends and Challenges (2013) · cites this paper as [10]
Cites
Measuring balance in the elderly: preliminary development of an instrument
Berg, K. (1989) · Physiotherapy Canada · doi:10.3138/ptc.41.6.304 · Cited by 2,746 · see citing works
A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis
Pantelopoulos, A., & Bourbakis, N. G. (2010) · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · doi:10.1109/tsmcc.2009.2032660 · Cited by 2,296 · see citing works
Balance in elderly patients: the "get-up and go" test.
Mathias, S., Nayak, U. S., & Isaacs, B. (1986) · PubMed · Cited by 1,539 · see citing works
The costs of fatal and non-fatal falls among older adults
Stevens, J. A., Corso, P. S., Finkelstein, E. A., & Miller, T. R. (2006) · Injury Prevention · doi:10.1136/ip.2005.011015 · Cited by 1,494 · see citing works
Masud, T., & Morris, R. O. (2001) · Age and Ageing · doi:10.1093/ageing/30.suppl_4.3 · Cited by 939 · see citing works
Wootton, R. (2001) · BMJ · doi:10.1136/bmj.323.7312.557 · Cited by 705 · see citing works
Security and Privacy Issues in Wireless Sensor Networks for Healthcare Applications
Ameen, M. A., Liu, J., & Kwak, K. (2010) · Journal of Medical Systems · doi:10.1007/s10916-010-9449-4 · Cited by 654 · see citing works
Monitoring Motor Fluctuations in Patients With Parkinson's Disease Using Wearable Sensors
Patel, S., Lorincz, K., Hughes, R., Huggins, N., Growdon, J., Standaert, D., Akay, M., Dy, J., Welsh, M., & Bonato, P. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2033471 · Cited by 623 · see citing works
Elderly persons’ perception and acceptance of using wireless sensor networks to assist healthcare
Steele, R., Lo, A., Secombe, C., & Wong, Y. K. (2009) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2009.08.001 · Cited by 508 · see citing works
Smart Vest: Wearable multi-parameter remote physiological monitoring system
Pandian, P. S., Mohanavelu, K., Safeer, K. P., Kotresh, T. M., Shakunthala, D. T., Gopal, P., & Padaki, V. C. (2007) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2007.05.014 · Cited by 420 · see citing works
Lawless (1994) · doi:10.1097/00003246-199406000-00017 · Cited by 406 · see citing works
Accuracy of Data in Computer-based Patient Records
Hogan, W. R., & Wagner, M. M. (1997) · Journal of the American Medical Informatics Association · doi:10.1136/jamia.1997.0040342 · Cited by 389 · see citing works
Wireless sensor network based wearable smart shirt for ubiquitous health and activity monitoring
Lee, Y., & Chung, W. (2009) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2009.04.040 · Cited by 383 · see citing works
Heart rate measurement based on a time-lapse image.
Takano, C., & Ohta, Y. (2007) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2006.09.006 · Cited by 345 · see citing works
BIOTEX—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 · see citing works
ProMED-mail: An Early Warning System for Emerging Diseases
Yu, V. L., & Madoff, L. C. (2004) · Clinical Infectious Diseases · doi:10.1086/422003 · Cited by 269 · see citing works
LOGAN, A., MCISAAC, W., Tislér, A., Irvine, M. J., SAUNDERS, A., Dunai, A., RIZO, C., Feig, D. I., Hamill, M., & Trudel, M. (2007) · American Journal of Hypertension · doi:10.1016/j.amjhyper.2007.03.020 · Cited by 267 · see citing works
Alarm Algorithms in Critical Care Monitoring
Imhoff, M., & Kuhls, S. (2006) · Anesthesia & Analgesia · doi:10.1213/01.ane.0000204385.01983.61 · Cited by 266 · see citing works
Quantitative Falls Risk Assessment Using the Timed Up and Go Test
Greene, B. R., O'Donovan, A. D., Romero‐Ortuño, R., Cogan, L., Scanaill, C. N., & Kenny, R. A. (2010) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2010.2083659 · Cited by 260 · see citing works
Wireless Health Care Service System for Elderly With Dementia
Lin, C.-C., Chiu, M., Hsiao, C.-C., Lee, R.-G., & Tsai, Y.-S. (2006) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2006.874196 · Cited by 260 · see citing works
Home Telehealth Improves Clinical Outcomes at Lower Cost for Home Healthcare
Finkelstein, S. M., Speedie, S. M., & Potthoff, S. (2006) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2006.12.128 · Cited by 250 · see citing works
Watanabe, K., Watanabe, T., Watanabe, H., Ando, H., Ishikawa, T., & Kobayashi, K. (2005) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2005.857637 · Cited by 239 · see citing works
ECG Recording on a Bed During Sleep Without Direct Skin-Contact
Lim, Y. G., Kim, K. K., & Park, K. S. (2007) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2006.889194 · Cited by 237 · see citing works
Lawton, G. (2006) · The New Scientist · Cited by 233 · see citing works
A Mobile Care System With Alert Mechanism
Lee, R.-G., Chen, K., Hsiao, C.-C., & Tseng, C.-L. (2007) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2006.888701 · Cited by 209 · see citing works
4th European Conference of the International Federation for Medical and Biological Engineering
Löbler, M., Rohm, H. W., Schmitz, K., Johnston, A. H., Newman, T. A., Ranjan, S., Sood, R., & Kinnunen, P. K. J. (2009) · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · doi:10.1007/978-3-540-89208-3 · Cited by 203 · see citing works
Monitoring patients via a secure and mobile healthcare system
Ren, Y., Werner, R. P., Pazzi, N., & Boukerche, A. (2010) · IEEE Wireless Communications · doi:10.1109/mwc.2010.5416351 · Cited by 194 · see citing works
A review on systematic reviews of health information system studies
Lau, F., Kuziemsky, C. E., Price, M., & Gardner, J. (2010) · Journal of the American Medical Informatics Association · doi:10.1136/jamia.2010.004838 · Cited by 182 · 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
López, G., Custodio, V., & Moreno, J. I. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2058812 · Cited by 173 · see citing works
Real-Time Monitoring of Respiration Rhythm and Pulse Rate During Sleep
Zhu, X., Chen, W., Nemoto, T., Kanemitsu, Y., Kitamura, K., Yamakoshi, K., & Wei, D. (2006) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2006.884641 · Cited by 171 · see citing works
Wireless sensor network based e-health system - implementation and experimental results
Yan, H., Huo, H., Xu, Y., & Gidlund, M. (2010) · IEEE Transactions on Consumer Electronics · doi:10.1109/tce.2010.5681102 · Cited by 171 · see citing works
An Intelligent Telecardiology System Using a Wearable and Wireless ECG to Detect Atrial Fibrillation
Lin, C., Chang, K., Lin, C., Chiang, C.-C., Lu, S.-W., Chang, S., Lin, B., Liang, H.-Y., Chen, R., Lee, Y., et al. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2047401 · Cited by 169 · see citing works
Integration of Smart Home Technologies in a Health Monitoring System for the Elderly
Arcelus, A., Jones, M. H., Goubran, R. A., & Knoefel, F. D. (2007) · International Conference on Advanced Information Networking and Applications Workshops (WAINA) · doi:10.1109/ainaw.2007.209 · Cited by 166 · see citing works
Chen, S., Lee, H.-Y., Chen, C.-A., Huang, H., & Luo, C. (2009) · IEEE Systems Journal · doi:10.1109/jsyst.2009.2032440 · Cited by 165 · see citing works
Emerging Technologies [wireless communication systems for implantable medical devices]
Panescu, D. (2008) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/emb.2008.915488 · Cited by 162 · see citing works
A Web-Based System for Home Monitoring of Patients With Parkinson's Disease Using Wearable Sensors
Chen, B.-R., Patel, S., Buckley, T. A., Rednic, R., McClure, D., Shih, L. C., Tarsy, D., Welsh, M., & Bonato, P. (2010) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2010.2090044 · Cited by 162 · see citing works
A Health Monitoring System for Elderly People Living Alone
Ohta, S., Nakamoto, H., Shinagawa, Y., & Tanikawa, T. (2002) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x0200800305 · Cited by 157 · see citing works
Enabling ubiquitous patient monitoring: Model, decision protocols, opportunities and challenges
Sneha, S., & Varshney, U. (2009) · Decision Support Systems · doi:10.1016/j.dss.2008.11.014 · Cited by 153 · see citing works
MEDIC: Medical embedded device for individualized care
Wu, W. H., Bui, A. A. T., Batalin, M. A., Au, L. K., Binney, J., & Kaiser, W. J. (2008) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2007.11.006 · Cited by 139 · see citing works
<i>Prognosis</i>—A Wearable Health-Monitoring System for People at Risk: Methodology and Modeling
Pantelopoulos, A., & Bourbakis, N. G. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2040085 · Cited by 136 · see citing works
Real-time ECG transmission via Internet for nonclinical applications
Hernandez, A. I., Mora, F., Villegas, M., PASSARIELLO, G., & Carrault, G. (2001) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/4233.945297 · Cited by 134 · see citing works
Fully automated health monitoring system in the home
TAMURA, T., Togawa, T., Ogawa, M., & Yoda, M. (1998) · Medical Engineering & Physics · doi:10.1016/s1350-4533(98)00064-2 · Cited by 132 · see citing works
Mobile e-Health monitoring: an agent-based approach
Chan, V., RAY, P. K., & Parameswaran, N. (2008) · IET Communications · doi:10.1049/iet-com:20060646 · Cited by 132 · see citing works
Eleftheriadis, A., & Jacquin, A. E. (1995) · Signal Processing Image Communication · doi:10.1016/0923-5965(95)00028-u · Cited by 125 · see citing works
A Healthcare Integration System for Disease Assessment and Safety Monitoring of Dementia Patients
Lin, C., Lin, P.-Y., Lu, P.-K., Hsieh, G.-Y., Lee, W., & Lee, R.-G. (2008) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2008.917914 · Cited by 124 · see citing works
Atoui, H., Fayn, J., & Rubel, P. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2047754 · Cited by 120 · see citing works
A secure mobile healthcare system using trust-based multicast scheme
Boukerche, A., & Ren, Y. (2009) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2009.090504 · Cited by 118 · see citing works
An in-shoe device to measure plantar pressure during daily human activity
Saito, M. M., Nakajima, K., Takano, C., Ohta, Y., Sugimoto, C., Ezoe, R., Sasaki, K., Hosaka, H., Ifukube, T., Ino, S., et al. (2011) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2011.01.001 · Cited by 114 · see citing works
Mougiakakou, S. G., Bartsocas, C. S., Bozas, E., Chaniotakis, N. A., Iliopoulou, D., Kouris, I., Pavlopoulos, S. A., Prountzou, A., Skevofilakas, M., Tsoukalis, A., et al. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2039711 · Cited by 110 · see citing works
Non-invasive continuous core temperature measurement by zero heat flux
Teunissen, L. P. J., Klewer, J., HAAN, A. D., de Koning, J. J., & Daanen, H. A. M. (2011) · Physiological Measurement · doi:10.1088/0967-3334/32/5/005 · Cited by 107 · see citing works
Zong, W., Moody, G. B., & Mark, R. G. (2004) · Medical & Biological Engineering & Computing · doi:10.1007/bf02347553 · Cited by 106 · see citing works
Self-Powered Wireless Sensor Networks for Remote Patient Monitoring in Hospitals
Hande, A., Polk, T. W., Walker, W., & Bhatia, D. K. (2006) · Sensors · doi:10.3390/s6091102 · Cited by 104 · see citing works
Wireless, Multipurpose In-Home Health Monitoring Platform: Two Case Trials
Junnila, S., Kailanto, H., Merilahti, J., Vainio, A.-M., Vehkaoja, A. T., Zakrzewski, M., & Hyttinen, J. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2037615 · Cited by 99 · see citing works
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 · see citing works
Comparison of pulse rate variability with heart rate variability during obstructive sleep apnea
Khandoker, A. H., Karmakar, C. K., & Palaniswami, M. S. (2010) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2010.09.020 · Cited by 98 · see citing works
An open architecture patient monitoring system using standard technologies
Várady, P., Benyó, Z., & Benyó, B. I. (2002) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/4233.992168 · Cited by 98 · see citing works
mPHASiS: Mobile patient healthcare and sensor information system
Kulkarni, P., & Öztürk, Y. (2010) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2010.03.030 · Cited by 97 · see citing works
Guo, J.-Y., Zheng, Y., Xie, H.-B., & Chen, X. (2010) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2010.07.004 · Cited by 94 · see citing works
Novel methods of faster cardiovascular diagnosis in wireless telecardiology
Sufi, F. K., Fang, Q., Khalil, I., & Mahmoud, S. S. (2009) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2009.090515 · Cited by 90 · see citing works
Textile Technology for the Vital Signs Monitoring in Telemedicine and Extreme Environments
Rienzo, M. D., Meriggi, P., Rizzo, F., Castiglioni, P., Lombardi, C., Ferratini, M., & Parati, G. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2048921 · Cited by 88 · see citing works
Real-time analysis of physiological data to support medical applications
Apiletti, D., Baralis, E., Bruno, G., & Cerquitelli, T. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2008.2010702 · Cited by 87 · see citing works
Angelah: a framework for assisting elders at home
Taleb, T., Bottazzi, D., Guizani, M., & Nait‐Charif, H. (2009) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2009.090511 · Cited by 87 · see citing works
Clinical Assessment of Wireless ECG Transmission in Real-Time Cardiac Telemonitoring
Alesanco, Á., & García, J. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2047650 · Cited by 83 · see citing works
Bluetooth-Based Sensor Networks for Remotely Monitoring the Physiological Signals of a Patient
Zhang, Y., & Xiao, H. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2028883 · Cited by 82 · see citing works
Bluetooth-enabled in-home patient monitoring system: Early detection of Alzheimer's disease
Cheng, H. T., & Zhuang, W. (2010) · IEEE Wireless Communications · doi:10.1109/mwc.2010.5416353 · Cited by 79 · see citing works
Remote Patient Monitoring Within a Future 5G Infrastructure
Oleshchuk, V. A., & Fensli, R. W. (2010) · Wireless Personal Communications · doi:10.1007/s11277-010-0078-5 · Cited by 79 · see citing works
A health monitoring system for elderly people living alone
Ohta, S., Nakamoto, H., Shinagawa, Y., et al. (2002) · Journal of Telemedicine and Telecare · doi:10.1258/135763302320118997 · Cited by 79 · see citing works
Ubiquitous Computing for Remote Cardiac Patient Monitoring: A Survey
Kumar, S., Kambhatla, K. K. R., Hu, F., Lifson, M. A., & Xiao, Y. (2008) · International Journal of Telemedicine and Applications · doi:10.1155/2008/459185 · Cited by 77 · see citing works
Sankari, Z., & Adeli, H. (2011) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2011.02.002 · Cited by 77 · see citing works
Design of medical devices—A home perspective
Bitterman, N. (2010) · European Journal of Internal Medicine · doi:10.1016/j.ejim.2010.09.017 · Cited by 74 · see citing works
An Embedded Mobile ECG Reasoning System for Elderly Patients
Shih, D., Chiang, H., Lin, B., & Lin, S.-B. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2021065 · Cited by 73 · see citing works
Cardiopulmonary monitoring by textile electrodes without subject-awareness of being monitored
Ishijima, M. (1997) · Medical & Biological Engineering & Computing · doi:10.1007/bf02510978 · Cited by 72 · see citing works
Ko, J., Gao, T., Rothman, R. E., & Terzis, A. (2010) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2009.935713 · Cited by 66 · see citing works
Online monitoring of dyskinesia in patients with Parkinson's disease
Keijsers, N., Horstink, M. W. I. M., & Gielen, S. C. A. M. (2003) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2003.1213632 · Cited by 65 · see citing works
A Study on Biometric Authentication based on Arm Sweep Action with Acceleration Sensor
Okumura, F., Kubota, A., Hatori, Y., Matsuo, K., Hashimoto, M., & Koike, A. (2006) · International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS) · doi:10.1109/ispacs.2006.364871 · Cited by 65 · see citing works
Design of a Decision-Support Architecture for Management of Remotely Monitored Patients
Basilakis, J., Lovell, N. H., Redmond, S. J., & Celler, B. G. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2055881 · Cited by 63 · see citing works
Helmet-based physiological signal monitoring system
Kim, Y. S., Baek, H. J., Kim, J. S., Lee, H. B., Choi, J. M., & Park, K. S. (2008) · European Journal of Applied Physiology · doi:10.1007/s00421-008-0912-6 · Cited by 62 · see citing works
Processing of signals recorded through smart devices: Sleep-quality assessment
Bianchi, A. M., Mendez, M. O., & Cerutti, S. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2049025 · Cited by 61 · see citing works
Application of RFID in an Integrated Healthcare Environment
Booth, P., Frisch, P. H., & Miodownik, S. (2006) · doi:10.1109/iembs.2006.259389 · Cited by 60 · see citing works
MEMSWear-biomonitoring system for remote vital signs monitoring
Tay, F. E. H., Guo, D. G., Xu, L., Nyan, M. N., & Yap, K. L. (2009) · Journal of the Franklin Institute · doi:10.1016/j.jfranklin.2009.02.003 · Cited by 59 · see citing works
A systematic review of lifestyle monitoring technologies
Brownsell, S., Bradley, D., Blackburn, S. J., Cardinaux, F., & Hawley, M. (2011) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2010.100803 · Cited by 59 · see citing works
Design and Implementation of a Distributed Fall Detection System—Personal Server
Estudillo‐Valderrama, M. Á., Roa, L. M., Reina‐Tosina, J., & Naranjo-Hernández, D. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2031316 · Cited by 58 · see citing works
TAMURA, T., Zhou, J., Mizukami, H., & Togawa, T. (1993) · Physiological Measurement · doi:10.1088/0967-3334/14/1/005 · Cited by 57 · see citing works
International Anesthesia Research Society
(2018) · Palgrave Macmillan UK eBooks · doi:10.1007/978-1-349-94186-5_630 · Cited by 57 · see citing works
Wireless wearable pulse oximeter for health monitoring using ZigBee wireless sensor network
Watthanawisuth, N., Lomas, T., Wisitsoraat, A., & Tuantranont, A. (2010) · Cited by 54 · see citing works
Lee, G., Tsai, C., Griswold, W. G., Raab, F., & Patrick, K. (2006) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/1125451.1125645 · Cited by 53 · see citing works
In-home wireless monitoring of physiological data for heart failure patients
Mendoza, G., & Tran, B. Q. (2002) · doi:10.1109/iembs.2002.1053058 · Cited by 52 · see citing works
Pollonini, L., Rajan, N., Xu, S., Madala, S., & Dacso, C. C. (2010) · Journal of Medical Systems · doi:10.1007/s10916-010-9531-y · Cited by 50 · see citing works
ECG/PPG Integer Signal Processing for a Ubiquitous Health Monitoring System
Shin, W., Dae, Y., & Yoon, G. (2009) · Journal of Medical Systems · doi:10.1007/s10916-009-9304-7 · Cited by 48 · see citing works
Heart Monitoring Garments Using Textile Electrodes for Healthcare Applications
Cho, H.-S., Koo, S. H., Lee, J., Cho, H., Kang, D.-H., Song, H., Lee, J., Lee, K.-H., & Lee, Y. (2009) · Journal of Medical Systems · doi:10.1007/s10916-009-9356-8 · Cited by 48 · see citing works
WSN based mobile u-healthcare system with ECG, blood pressure measurement function
Chung, W.-Y., Lee, S., & Toh, S.-H. (2008) · doi:10.1109/iembs.2008.4649461 · Cited by 48 · see citing works
Magni, P., & Bellazzi, R. (2006) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2006.873388 · Cited by 46 · see citing works
Respiratory monitoring using an air-mattress system
Chow, P., Nagendra, G., Abisheganaden, J., & Wang, Y. T. (2000) · Physiological Measurement · doi:10.1088/0967-3334/21/3/301 · Cited by 45 · see citing works
Mobile ECG measurement and analysis system using mobile phone as the base station
Kailanto, H., Hyvarinen, E., & Hyttinen, J. (2008) · International Conference on Pervasive Computing Technologies for Healthcare · doi:10.1109/pcthealth.2008.4571014 · Cited by 45 · see citing works
The Escort System: A Safety Monitor for People Living with Alzheimer's Disease
Taub, D. M., Leeb, S. B., Lupton, E. C., Hinman, R. T., Zeisel, J., & Blackler, S. (2010) · IEEE Pervasive Computing · doi:10.1109/mprv.2010.44 · Cited by 44 · see citing works
Addressing the flaws of current critical alarms: a fuzzy constraint satisfaction approach
Otero, A., Félix, P., Barro, S., & Palacios, F. (2009) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2009.08.002 · Cited by 42 · see citing works
Interpreting ECG data by integrating statistical and artificial intelligence tools
Tatara, E. R., & Çınar, A. (2002) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/51.993192 · Cited by 39 · see citing works
Textile Integrated Breathing and ECG Monitoring System
Jourand, P., Clercq, H. D., Corthout, R., & Puers, R. (2009) · Procedia Chemistry · doi:10.1016/j.proche.2009.07.180 · Cited by 36 · see citing works
A novel wearable ECG monitoring system based on active-cable and intelligent electrodes
Yang, G., Chen, J., Cao, Y. S., Tenhunen, H., & Zheng, L. (2008) · IEEE International Conference on e-Health Networking, Applications and Services (Healthcom) · doi:10.1109/health.2008.4600127 · Cited by 34 · see citing works
Remote processing server for ECG-based clinical diagnosis support
García, J., Ruiz, I. M., Sörnmo, L., Olmos, S. C., Mur, A., & Laguna, P. (2002) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2002.806087 · Cited by 34 · see citing works
Observation of electrocardiograms through tap water
Ishijima, M., & Togawa, T. (1989) · Clinical Physics and Physiological Measurement · doi:10.1088/0143-0815/10/2/006 · Cited by 33 · see citing works
Accuracy of the StressEraser® in the Detection of Cardiac Rhythms
Heilman, K. J., Handelman, M., Lewis, G. F., & Porges, S. W. (2008) · Applied Psychophysiology and Biofeedback · doi:10.1007/s10484-008-9054-1 · Cited by 32 · see citing works
Fei, D.-Y., Zhao, X., Boanca, C., Hughes, E. A., Bai, O., Merrell, R. C., & Rafiq, A. (2010) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2010.05.001 · Cited by 31 · see citing works
Wearable sensor systems: The challenges
McAdams, E. T., Krupaviciute, A., Géhin, C., Grenier, E., Massot, B., Dittmar, A., Rubel, P., & Fayn, J. (2011) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2011.6090614 · Cited by 30 · see citing works
Unconstrained physiological monotoring in daily living for health care
Yamakoshi, K.-I. (2000) · Frontiers of Medical & Biological Engineering · doi:10.1163/15685570052062710 · Cited by 30 · see citing works
LAURA — LocAlization and Ubiquitous monitoRing of pAtients for health care support
Redondi, A. E. C., Tagliasacchi, M., Cesana, M., Borsani, L., Tarrío, P., & Salice, F. (2010) · IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) · doi:10.1109/pimrcw.2010.5670365 · Cited by 30 · see citing works
A novel codification scheme based on the "VITAL" and "DICOM" standards for telemedicine applications
Anagnostaki, A., Pavlopoulos, S. A., Kyriakou, E., & Koutsouris, D. (2002) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2002.805458 · Cited by 29 · see citing works
Motoi, K., Ogawa, M., Ueno, H., Kuwae, Y., Ikarashi, A., Yuji, T., Higashi, Y., Tanaka, S., Fujimoto, T., Asanoi, H., et al. (2009) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2009.5333712 · Cited by 28 · see citing works
A fuzzy logic-based system for anaesthesia monitoring
Mirza, M., GholamHosseini, H., & Harrison, M. J. (2010) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2010.5627987 · Cited by 27 · see citing works
Ingestible RFID bio-capsule tag design for medical monitoring
Rajagopalan, H., & Rahmat‐Samii, Y. (2010) · Digest - IEEE Antennas and Propagation Society. International Symposium · doi:10.1109/aps.2010.5561749 · Cited by 27 · see citing works
Wireless health monitoring system
Li, Z., Feng, G., Liu, F., Dong, J. Q., Kamoua, R., & Tang, W. (2010) · IEEE Long Island Systems, Applications and Technology Conference (LISAT) · doi:10.1109/lisat.2010.5478274 · Cited by 25 · see citing works
Mobile biomedical sensing with dry electrodes
Gargiulo, G. D., Bifulco, P., Calvo, R. A., Cesarelli, M., Jin, C. T., & André, V. S. (2008) · International Conference on Intelligent Sensors, Sensor Networks and Information Processing · doi:10.1109/issnip.2008.4761997 · Cited by 25 · see citing works
An Intelligent Remote Monitoring System for Artificial Heart
Choi, J., Park, J. W., Chung, J., & Min, B. G. (2005) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2005.855534 · Cited by 25 · see citing works
Experimental and modelling investigation of surface EMG spike analysis
Gabriel, D. A., Christie, A. D., Inglis, J., & Kamen, G. (2010) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2010.11.010 · Cited by 24 · see citing works
A vision-based system for elderly patients monitoring
Cardile, F., Iannizzotto, G., & Rosa, F. L. (2010) · International Conference on Human System Interaction (HSI) · doi:10.1109/hsi.2010.5514566 · Cited by 22 · see citing works
Tanaka, S., Nogawa, M., & Yamakoshi, K.-I. (2005) · doi:10.1109/iembs.2005.1615323 · Cited by 21 · see citing works
A daily living activity remote monitoring system for solitary elderly people
Maki, H., Ogawa, H., Matsuoka, S., Yonezawa, Y., & Caldwell, W. M. (2011) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2011.6091357 · Cited by 21 · see citing works
Ishida, S., Shiozawa, N., Fujiwara, Y., & Makikawa, M. (2007) · Conference proceedings · doi:10.1109/iembs.2007.4352873 · Cited by 19 · see citing works
A ubiquitous smart home for elderly
Raad, M. W., & Yang, L. T. (2008) · doi:10.1049/cp:20080460 · Cited by 18 · see citing works
Intelligent Monitoring of Critical Pathological Events during Anesthesia
Gohil, B., GholamHosseini, H., Harrison, M. J., Lowe, A., & Al‐Jumaily, A. M. (2007) · Conference proceedings · doi:10.1109/iembs.2007.4353298 · Cited by 17 · see citing works
Evaluation of Remote Monitoring in Home Health Care
Rosati, R. J. (2009) · doi:10.1109/etelemed.2009.48 · Cited by 17 · see citing works
Design and implementation of Wireless Biomedical Sensor Networks for ECG home health monitoring
Rashid, R. A., Rahim, M. R. A., Sarijari, M. A., & Mahalin, N. H. (2008) · International Conference on Electronic Design · doi:10.1109/iced.2008.4786688 · Cited by 17 · see citing works
Statistics‐based alarms from sequential physiological measurements
Harrison, M. J. G., & Connor, C. (2007) · Anaesthesia · doi:10.1111/j.1365-2044.2007.05187.x · Cited by 16 · see citing works
A mobile communications system for home-visit medical services: The Electronic Doctor's Bag
Yoshizawa, M., Yambe, T., Konno, S., Saijo, Y., Sugita, N., Sugai, T. K., Abe, M., Sonobe, T., Katahira, Y., & Nitta, S. (2010) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2010.5626577 · Cited by 16 · see citing works
A remote elderly monitoring system with localizing based on Wireless Sensor Network
Safavi, A., Keshavarz‐Haddad, A., Khoubani, S., Mosharraf, S., Dehghani-Pilehvarani, A., & Tabei, F. (2010) · International Conference on Computer Design and Applications (ICCDA) · doi:10.1109/iccda.2010.5541506 · Cited by 16 · see citing works
Outdoor wireless healthcare monitoring system for hospital patients based on ZigBee
Xu, X., Wu, M., Ding, C. H., Sun, B., & Zhang, J. (2010) · IEEE Conference on Industrial Electronics and Applications (ICIEA) · doi:10.1109/iciea.2010.5517084 · Cited by 15 · see citing works
Computer-Enhanced Diagnosis of Malignant Hyperpyrexia
Lowe, A., & Harrison, M. J. G. (1999) · Anaesthesia and Intensive Care · doi:10.1177/0310057x9902700108 · Cited by 15 · see citing works
Mobile ECG Measurement and Analysis System Using Mobile Phone as the Base Station
Kailanto, H., Hyvärinen, E., & Hyttinen, J. (2008) · doi:10.4108/icst.pervasivehealth2008.2733 · Cited by 15 · see citing works
Mobile web server for elderly people monitoring
de Faria, S. M. M., Fernandes, T. R., & Perdigoto, F. S. (2008) · IEEE International Symposium on Consumer Electronics (ISCE) · doi:10.1109/isce.2008.4559490 · Cited by 14 · see citing works
Shieh, J.-S., Linkens, D. A., & Peacock, J. E. (2004) · Mathematics and Computers in Simulation · doi:10.1016/j.matcom.2004.07.001 · Cited by 10 · see citing works
Non‐Invasive Cardiovascular Hemodynamic Measurements
Yamakoshi, K. (2005) · doi:10.1002/9783527619252.ch5g · Cited by 8 · see citing works
Is the home health care monitoring effective?
TAMURA, T., Mizukura, I., Tatsumi, H., & Kimura, Y. (2009) · IEEE International Conference on Information Technology and Applications in Biomedicine · doi:10.1109/itab.2009.5394357 · Cited by 7 · see citing works
A trend-detection algorithm for intraoperative EEG monitoring
Hinrichs, H., Feistner, H., & Heinze, H. –. (1996) · Medical Engineering & Physics · doi:10.1016/s1350-4533(96)00023-9 · Cited by 7 · see citing works
Wireless Webcam Based Omnidirectional Health Care Surveillance System
Wong, W. K., Poh, Y. C., Loo, C. K., & Lim, W. S. (2010) · International Conference on Computer Research and Development · doi:10.1109/iccrd.2010.178 · Cited by 7 · see citing works
Patient monitoring in ICU under unstructured lighting condition
Mansor, M. N., Yaacob, S., Nagarajan, R., & Hariharan, M. (2010) · IEEE Symposium on Industrial Electronics & Applications (ISIEA) · doi:10.1109/isiea.2010.5679394 · Cited by 6 · see citing works
TELEMON — A Complex System for Real Time Telemonitoring of Chronic Patients and Elderly People
Costin, H. N., Cehan, V., Rotariu, C., Morancea, O., Felea, V., Alexa, I. D., Andruseac, G., & Costin, C. (2009) · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · doi:10.1007/978-3-540-89208-3_238 · Cited by 5 · see citing works
The relationship between change in blood pressure, blood pressure and time
Harrison, M. J. G., Kluger, M. T., & Robertson, N. N. (2000) · Anaesthesia · doi:10.1046/j.1365-2044.2000.01264.x · Cited by 5 · see citing works
An e-caring chair for physiological signal measurement and recording
Chang, H.-T., Chung, C., & Chen, M. W. (2011) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2011.04.011 · Cited by 5 · see citing works
Immediate communication system for remote medical monitoring based on internet
Yang, Y., Liu, X., & Wang, Y. (2008) · Cited by 4 · see citing works
Intelligent Analysis System in Time Series of Smart Health Home On-line Monitoring Data
Zou, Y., Cunxi, X., & Lin, Z. (2007) · International Conference on Control and Automation · doi:10.1109/icca.2007.4376668 · Cited by 2 · see citing works
An Integrated Physiological Signal Measurement and Recording Chair
Chang, H.-T., Chung, C., & Chen, M.-W. (2011) · doi:10.3850/978-981-08-7615-9_re05 · Cited by 1 · see citing works
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The use of photoplethysmography for assessing hypertension
Elgendi, M., Fletcher, R., Liang, Y., Howard, N., Lovell, N. H., Abbott, D., Lim, K., & Ward, R. (2019) · npj Digital Medicine · doi:10.1038/s41746-019-0136-7 · Cited by 625 · see citing works
Remote patient monitoring: a comprehensive study
Malasinghe, L. P., Ramzan, N., & Dahal, K. (2019) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-017-0598-x · Cited by 534 · see citing works
Banaee, H., Ahmed, M., & Loutfi, A. (2013) · Sensors · doi:10.3390/s131217472 · Cited by 452 · see citing works
Baig, M. M., GholamHosseini, H., Moqeem, A. A., Mirza, F., & Lindén, M. (2017) · Journal of Medical Systems · doi:10.1007/s10916-017-0760-1 · Cited by 351 · see citing works
Self-citationSmart health: Big data enabled health paradigm within smart cities
Pramanik, M. I., Lau, R. Y. K., Demirkan, H., & Azad, M. A. K. (2017) · Expert Systems with Applications · doi:10.1016/j.eswa.2017.06.027 · Cited by 341 · see citing works
Internet of Health Things: Toward intelligent vital signs monitoring in hospital wards
da Costa, C. A., Pasluosta, C. F., Eskofier, B. M., da Silva, D. B., & Righi, R. D. R. (2018) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2018.05.005 · Cited by 278 · see citing works
The Internet of Things: A Review of Enabled Technologies and Future Challenges
Din, I. U., Guizani, M., Hassan, S., Kim, B.-S., Khan, M. K., Atiquzzaman, M., & Ahmed, S. H. (2018) · IEEE Access · doi:10.1109/access.2018.2886601 · Cited by 262 · see citing works
Cloud-centric IoT based disease diagnosis healthcare framework
Verma, P., & Sood, S. K. (2018) · Journal of Parallel and Distributed Computing · doi:10.1016/j.jpdc.2017.11.018 · Cited by 246 · see citing works
Systematic review of smart health monitoring using deep learning and Artificial intelligence
Sujith, A. V. L. N., Sajja, G. S., Mahalakshmi, V. J., Nuhmani, S., & Prasanalakshmi, B. (2021) · Neuroscience Informatics · doi:10.1016/j.neuri.2021.100028 · Cited by 251 · see citing works
A survey on health monitoring systems for health smart homes
Mshali, H., Lemlouma, T., Moloney, M., & Magoni, D. (2018) · International Journal of Industrial Ergonomics · doi:10.1016/j.ergon.2018.02.002 · Cited by 239 · see citing works
Rahman, A., Debnath, T., Kundu, D., Khan, M. S. I., Aishi, A. A., Sazzad, S., Sayduzzaman, M., & Band, S. S. (2024) · AIMS Public Health · doi:10.3934/publichealth.2024004 · Cited by 251 · see citing works
Baig, M. M., Afifi, S. M., GholamHosseini, H., & Mirza, F. (2019) · Journal of Medical Systems · doi:10.1007/s10916-019-1365-7 · Cited by 216 · see citing works
Smart home health monitoring system for predicting type 2 diabetes and hypertension
Chatrati, S. P., Hossain, G., Goyal, A., Bhan, A., Bhattacharya, S., Gaurav, D., & Tiwari, S. M. (2020) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2020.01.010 · Cited by 214 · see citing works
Smart healthcare support for remote patient monitoring during covid-19 quarantine
Taiwo, O., & Ezugwu, A. E.-S. (2020) · Informatics in Medicine Unlocked · doi:10.1016/j.imu.2020.100428 · Cited by 214 · see citing works
Kalid, N., Zaidan, A., Zaidan, B. B., Salman, O. H., Hashim, M., & Muzammil, H. (2018) · Journal of medical systems · doi:10.1007/s10916-017-0883-4 · Cited by 180 · see citing works
Shameer, K., Badgeley, M. A., Miotto, R., Glicksberg, B. S., Morgan, J. W., & Dudley, J. T. (2017) · Briefings in Bioinformatics · doi:10.1093/bib/bbv118 · Cited by 198 · see citing works
Mohammed, K. I., Zaidan, A. A., Zaidan, B. B., Albahri, O. S., Alsalem, M. A., Albahri, A. S., Hadi, A., & Hashim, M. S. (2019) · Journal of Medical Systems · doi:10.1007/s10916-019-1362-x · Cited by 171 · see citing works
Online clinical decision support system using optimal deep neural networks
Lakshmanaprabu, S. K., Mohanty, S. N., Sheeba Rani, S., Krishnamoorthy, S., Uthayakumar, J., & Shankar, K. (2019) · Applied Soft Computing · doi:10.1016/j.asoc.2019.105487 · Cited by 162 · see citing works
A review of analytics and clinical informatics in health care
Simpao, A. F., Ahumada, L. M., Gálvez, J. A., & Rehman, M. A. (2014) · Journal of Medical Systems · doi:10.1007/s10916-014-0045-x · Cited by 154 · see citing works
Albahri, O. S., Zaidan, A. A., Zaidan, B. B., Hashim, M. S., Albahri, A. S., & Alsalem, M. A. (2018) · Journal of Medical Systems · doi:10.1007/s10916-018-1006-6 · Cited by 143 · see citing works
Cloud-centric IoT based student healthcare monitoring framework
Verma, P., Sood, S. K., & Kalra, S. (2017) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-017-0520-6 · Cited by 141 · see citing works
A privacy preserving framework for federated learning in smart healthcare systems
Wang, W., Li, X., Qiu, X., Zhang, X., Brusić, V., & Zhao, J. (2022) · Information Processing & Management · doi:10.1016/j.ipm.2022.103167 · Cited by 140 · see citing works
Ethical perspectives on recommending digital technology for patients with mental illness
Bauer, M., Glenn, T., Monteith, S., Bauer, R., Whybrow, P. C., & Geddes, J. R. (2017) · International Journal of Bipolar Disorders · doi:10.1186/s40345-017-0073-9 · Cited by 132 · see citing works
Yin, H., & Jha, N. K. (2017) · IEEE Transactions on Multi-Scale Computing Systems · doi:10.1109/tmscs.2017.2710194 · Cited by 131 · see citing works
Albahri, A. S., Zaidan, A. A., Albahri, O. S., Zaidan, B. B., & Alsalem, M. A. (2018) · Journal of Medical Systems · doi:10.1007/s10916-018-0983-9 · Cited by 126 · see citing works
Real-time data analysis in health monitoring systems: A comprehensive systematic literature review
Paganelli, A. I., Mondéjar, A. G., da Silva, A. C., Silva-Calpa, G. F. M., Teixeira, M. F., Carvalho, F. G. D., Raposo, A. B., & Endler, M. (2022) · Journal of Biomedical Informatics · doi:10.1016/j.jbi.2022.104009 · Cited by 136 · see citing works
Estimation of ground reaction forces and ankle moment with multiple, low-cost sensors
Jacobs, D. A., & Ferris, D. P. (2015) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/s12984-015-0081-x · Cited by 120 · see citing works
A Review of IoT-Based Smart City Development and Management
Zaman, M., Puryear, N., Abdelwahed, S., & Zohrabi, N. (2024) · Smart Cities · doi:10.3390/smartcities7030061 · Cited by 120 · see citing works
An IoT based efficient hybrid recommender system for cardiovascular disease
Jabeen, F., Maqsood, M., Ghazanfar, M. A., Aadil, F., Khan, S., Khan, M. F., & Mehmood, I. (2019) · Peer-to-Peer Networking and Applications · doi:10.1007/s12083-019-00733-3 · Cited by 115 · see citing works
Napi, N. M., Zaidan, A. A., Zaidan, B. B., Albahri, O. S., Alsalem, M. A., & Albahri, A. S. (2019) · Health and Technology · doi:10.1007/s12553-019-00357-w · Cited by 112 · see citing works
Vinciarelli, A., Esposito, A. A., André, E., Bonin, F., Chétouani, M., Cohn, J. F., Cristani, M., Fuhrmann, F., Gilmartin, E., Hammal, Z., et al. (2015) · Cognitive Computation · doi:10.1007/s12559-015-9326-z · Cited by 104 · see citing works
Optimal Big Data Sharing Approach for Tele-Health in Cloud Computing
Qiu, L., Gai, K., & Meikang Qiu, A. (2016) · IEEE International Conference on Smart Cloud (SmartCloud) · doi:10.1109/smartcloud.2016.21 · Cited by 104 · see citing works
Glenn, T., & Monteith, S. (2014) · Current Psychiatry Reports · doi:10.1007/s11920-014-0523-3 · Cited by 104 · see citing works
El‐Hasnony, I. M., Barakat, S., & Mostafa, R. R. (2020) · IEEE Access · doi:10.1109/access.2020.3005614 · Cited by 103 · see citing works
Big data and visual analytics in anaesthesia and health care
Allan F. Simpao, M., Ahumada, L. M., & Rehman, M. A. (2015) · British Journal of Anaesthesia · doi:10.1093/bja/aeu552 · Cited by 103 · see citing works
Albahri, A. S., Albahri, O. S., Zaidan, A. A., Zaidan, B. B., Hashim, M. S., Alsalem, M. A., Mohsin, A. H., Mohammed, K. I., Alamoodi, A. H., Enaizan, O., et al. (2019) · IEEE Access · doi:10.1109/access.2019.2898214 · Cited by 98 · see citing works
Medical Cyber–Physical Systems: A Solution to Smart Health and the State of the Art
Chen, F., Tang, Y., Wang, C., Huang, J., Huang, C., Xie, D., Wang, T., & Zhao, C. (2021) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2021.3122807 · Cited by 100 · see citing works
Li, B., & Sano, A. (2020) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3397318 · Cited by 98 · see citing works
Alabdali, S. A., Pileggi, S. F., & Çetindamar, D. (2023) · Sustainability · doi:10.3390/su15107908 · Cited by 109 · see citing works
Active learning enabled activity recognition
Hossain, H. M. S., Khan, M. A. A. H., & Roy, N. (2017) · Pervasive and Mobile Computing · doi:10.1016/j.pmcj.2016.08.017 · Cited by 92 · see citing works
A Real-time PPG Quality Assessment Approach for Healthcare Internet-of-Things
Naeini, E. K., Azimi, I., Rahmani, A. M., Liljeberg, P., & Dutt, N. D. (2019) · Procedia Computer Science · doi:10.1016/j.procs.2019.04.074 · Cited by 90 · see citing works
Remote Mobile Health Monitoring System Based on Smart Phone and Browser/Server Structure
Zhang, Y., Liu, H., Su, X., Jiang, P., & Wei, D. (2015) · Journal of Healthcare Engineering · doi:10.1260/2040-2295.6.4.717 · Cited by 88 · see citing works
Review of Smart Health Monitoring Approaches With Survey Analysis and Proposed Framework
Gahlot, S., Reddy, S. R. N., & Kumar, D. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2872389 · Cited by 83 · see citing works
A survey on recent research in business intelligence
Aruldoss, M., Lakshmi, T. M., & Venkatesan, V. P. (2014) · Journal of Enterprise Information Management · doi:10.1108/jeim-06-2013-0029 · Cited by 81 · see citing works
Zheng, Y., Poon, C. C. Y., Yan, B. P., & Lau, J. Y. W. (2016) · Journal of Medical Systems · doi:10.1007/s10916-016-0558-6 · Cited by 82 · see citing works
A statistical analysis based recommender model for heart disease patients
Mustaqeem, A., Anwar, S. M., Rashid, A., & Majid, M. (2017) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2017.10.008 · Cited by 80 · see citing works
Edible Electrochemistry: Food Materials Based Electrochemical Sensors
Kim, J., Jeerapan, I., Ciui, B., Hartel, M. C., Martín, A., & Wang, J. (2017) · Advanced Healthcare Materials · doi:10.1002/adhm.201700770 · Cited by 80 · see citing works
Maqsood, S., Xu, S., Springer, M., & Mohawesh, R. (2021) · IEEE Access · doi:10.1109/access.2021.3117969 · Cited by 81 · see citing works
Modular and Personalized Smart Health Application Design in a Smart City Environment
Venkatesh, J., Akşanlı, B., Chan, C. S., Akyürek, A. S., & Simunic, T. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2712558 · Cited by 77 · see citing works
QoS-Aware Health Monitoring System Using Cloud-Based WBANs
Almashaqbeh, G., Hayajneh, T. S., Vasilakos, A. V., & Mohd, B. J. (2014) · Journal of Medical Systems · doi:10.1007/s10916-014-0121-2 · Cited by 69 · see citing works
Mohammed, K. I., Zaidan, A. A., Zaidan, B. B., Albahri, O. S., Albahri, A. S., Alsalem, M. A., & Mohsin, A. H. (2019) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2019.105151 · Cited by 67 · see citing works
Multi-Sources Data Fusion Framework for Remote Triage Prioritization in Telehealth
Salman, O. H., Rasid, M. F. A., Saripan, M. I., & Subramaniam, S. K. (2014) · Journal of Medical Systems · doi:10.1007/s10916-014-0103-4 · Cited by 65 · see citing works
Melillo, P., Orrico, A., Scala, P., Crispino, F., & Pecchia, L. (2015) · Journal of Medical Systems · doi:10.1007/s10916-015-0294-3 · Cited by 63 · see citing works
Active learning enabled activity recognition
Hossain, H. M. S., Roy, N., & Khan, M. A. A. H. (2016) · IEEE International Conference on Pervasive Computing and Communications · doi:10.1109/percom.2016.7456524 · Cited by 62 · see citing works
Palladium/palladium oxide coated electrospun fibers for wearable sweat pH-sensors
Diculescu, V. C., Beregoi, M., Evanghelidis, A., Negrea, R., Apostol, N. G., & Enculescu, I. (2019) · Scientific Reports · doi:10.1038/s41598-019-45399-2 · Cited by 63 · see citing works
Personalized Health Monitoring System of Elderly Wellness at the Community Level in Hong Kong
Yu, L., Chan, W. M., Zhao, Y., & Tsui, K. (2018) · IEEE Access · doi:10.1109/access.2018.2848936 · Cited by 60 · see citing works
Security of Cloud-Based Medical Internet of Things (MIoTs)
Gaurav, A., Psannis, K. E., & Peraković, D. (2021) · International Journal of Software Science and Computational Intelligence · doi:10.4018/ijssci.285593 · Cited by 59 · see citing works
Free Blood Donation Mobile Applications
Ouhbi, S., Fernández‐Alemán, J. L., Toval, A., Idri, A., & Pozo, J. R. (2015) · Journal of Medical Systems · doi:10.1007/s10916-015-0228-0 · Cited by 59 · see citing works
Mehmood, I., Sajjad, M., & Baik, S. W. (2014) · Journal of Medical Systems · doi:10.1007/s10916-014-0109-y · Cited by 58 · see citing works
Hassantabar, S., Zhang, J., Yin, H., & Jha, N. K. (2022) · ACM Transactions on Embedded Computing Systems · doi:10.1145/3527170 · Cited by 68 · see citing works
Totally shape-conformable electrode/hydrogel composite for on-skin electrophysiological measurements
Nagamine, K., Chihara, S., Kai, H., Kaji, H., & Nishizawa, M. (2016) · Sensors and Actuators B Chemical · doi:10.1016/j.snb.2016.06.076 · Cited by 57 · see citing works
Zhang, D., Kou, Z., & Wang, D. (2021) · IEEE Conference on Computer Communications (INFOCOM) · doi:10.1109/infocom42981.2021.9488776 · Cited by 57 · see citing works
Wan, L., Han, G., Shu, L., & Feng, N. (2015) · IEEE Systems Journal · doi:10.1109/jsyst.2015.2411745 · Cited by 56 · see citing works
Sensor-based characterization of daily walking: a new paradigm in pre-frailty/frailty assessment
Kumar, D. P., Toosizadeh, N., Mohler, J. M., Ehsani, H., Mannier, C., & Laksari, K. (2020) · BMC Geriatrics · doi:10.1186/s12877-020-01572-1 · Cited by 57 · see citing works
Real-Time Heart Pulse Monitoring Technique Using Wireless Sensor Network and Mobile Application
Ali, N. S., Alyasseri, Z. A. A., & Abdulmohson, A. (2018) · International Journal of Electrical and Computer Engineering (IJECE) · doi:10.11591/ijece.v8i6.pp5118-5126 · Cited by 53 · see citing works
A clustering based Swarm Intelligence optimization technique for the Internet of Medical Things
El-Shafeiy, E., Sallam, K. M., Chakrabortty, R. K., & Abohany, A. A. (2021) · Expert Systems with Applications · doi:10.1016/j.eswa.2021.114648 · Cited by 53 · see citing works
Shen, Y., Wang, M., & Yang, Y.-C. (2020) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2020.120225 · Cited by 54 · see citing works
Toward Mining Capricious Data Streams: A Generative Approach
He, Y., Wu, B., Wu, D., Beyazıt, E., Chen, S., & Wu, X. (2020) · IEEE Transactions on Neural Networks and Learning Systems · doi:10.1109/tnnls.2020.2981386 · Cited by 52 · see citing works
Evaluating Internet of Medical Things (IoMT)-Based Systems from a Human-Centric Perspective
Kotronis, C., Routis, I., Politi, E., Nikolaidou, M., Dimitrakopoulos, G., Anagnostopoulos, D., Amira, A., Bensaali, F., & Djelouat, H. (2019) · Internet of Things · doi:10.1016/j.iot.2019.100125 · Cited by 50 · see citing works
Hamid, R. A., Albahri, A. S., Albahri, O. S., & Zaidan, A. A. (2021) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-021-03325-3 · Cited by 48 · see citing works
Patient Posture Monitoring System Based on Flexible Sensors
Cha, Y., Nam, K., & Kim, D. (2017) · Sensors · doi:10.3390/s17030584 · Cited by 47 · see citing works
Soft, Wet and Ionic Microelectrode Systems
Nishizawa, M. (2018) · Bulletin of the Chemical Society of Japan · doi:10.1246/bcsj.20180064 · Cited by 46 · see citing works
Improving Remote Health Monitoring: A Low-Complexity ECG Compression Approach
Elgendi, M., Al-Ali, A. K., Mohamed, A. M. S., & Ward, R. K. (2018) · Diagnostics · doi:10.3390/diagnostics8010010 · Cited by 45 · see citing works
Al-ofi, E. A., Mosli, H. H., Ghamri, K. A., & Ghazali, S. M. (2018) · Journal of International Medical Research · doi:10.1177/0300060518809872 · Cited by 41 · see citing works
Smart City: A Shareable Framework and Its Applications in China
Li, C., Liu, X., Dai, Z., & Zhao, Z. (2019) · Sustainability · doi:10.3390/su11164346 · Cited by 45 · see citing works
An IoT-Based Framework for Personalized Health Assessment and Recommendations Using Machine Learning
Jagatheesaperumal, S. K., Rajkumar, S., Suresh, J. V., Gumaei, A., Alhakbani, N., Uddin, M. Z., & Hassan, M. M. (2023) · Mathematics · doi:10.3390/math11122758 · Cited by 44 · see citing works
Online Learning from Capricious Data Streams: A Generative Approach
He, Y., Wu, B., Wu, D., Beyazıt, E., Chen, S., & Wu, X. (2019) · International Joint Conference on Artificial Intelligence · doi:10.24963/ijcai.2019/346 · Cited by 44 · see citing works
Mehbodniya, A., Neware, R., Vyas, S., Manoharan, R. K., Ngulube, P. S. D., & Ray, S. (2021) · Computational and Mathematical Methods in Medicine · doi:10.1155/2021/7727685 · Cited by 43 · see citing works
RetractedReview on Wearables to Monitor Foot Temperature in Diabetic Patients
Vaquero, J. M., Encinas, A. H., Queiruga‐Dios, A., Pérez, J. J. B., Nova, A. M., González, J. T., & Bullón-Carbajo, C. (2019) · Sensors · doi:10.3390/s19040776 · Cited by 44 · see citing works
Ramasahayam, S., Koppuravuri, S. H., Arora, L., & Chowdhury, S. R. (2014) · Journal of Medical Systems · doi:10.1007/s10916-014-0166-2 · Cited by 43 · see citing works
Telemedicine Supported Chronic Wound Tissue Prediction Using Classification Approaches
Chakraborty, C., Gupta, B., Ghosh, S. K., Das, D. K., & Chakraborty, C. (2016) · Journal of Medical Systems · doi:10.1007/s10916-015-0424-y · Cited by 42 · see citing works
Security Challenges in IoT Cyber World
Patel, C., & Doshi, N. (2018) · Lecture notes in intelligent transportation and infrastructure · doi:10.1007/978-3-030-01560-2_8 · Cited by 42 · see citing works
Riurean, S. M., Antipova, Т., Rocha, Á., Leba, M., & Ionica, A. C. (2019) · Journal of Medical Systems · doi:10.1007/s10916-019-1434-y · Cited by 42 · see citing works
Wireless health monitoring using passive WiFi sensing
Khan, U. M., Kabir, Z., & Hassan, S. A. (2017) · International Wireless Communications and Mobile Computing Conference (IWCMC) · doi:10.1109/iwcmc.2017.7986552 · Cited by 40 · see citing works
Chen, T. (2020) · Health Policy and Technology · doi:10.1016/j.hlpt.2020.02.005 · Cited by 40 · see citing works
A Deep Learning–based PPG Quality Assessment Approach for Heart Rate and Heart Rate Variability
Naeini, E. K., Sarhaddi, F., Azimi, I., Liljeberg, P., Dutt, N. D., & Rahmani, A. M. (2023) · ACM Transactions on Computing for Healthcare · doi:10.1145/3616019 · Cited by 39 · see citing works
Evidence and User Considerations of Home Health Monitoring for Older Adults: Scoping Review
Chan, A., Cohen, R., Robinson, K.-M., Bhardwaj, D., Gregson, G., Jutai, J. W., Millar, J., Rincon, A. M. R., & Fekr, A. R. (2022) · JMIR Aging · doi:10.2196/40079 · Cited by 40 · see citing works
Liu, N., Kim, J., Jung, Y., Arisy, A., Nicdao, M. A., Mikaheal, M., Baldacchino, T., Khadra, M. H., & Sud, K. (2017) · JMIR Human Factors · doi:10.2196/humanfactors.7078 · Cited by 38 · see citing works
Riaz, A., Khan, S., & Arslan, T. (2023) · Micromachines · doi:10.3390/mi14030610 · Cited by 37 · see citing works
Zhou, T., Ming, X., Han, T., Bao, Y., Liao, X., Tong, Q., Liu, S., Guan, H., & Chen, Z. (2023) · Advanced Engineering Informatics · doi:10.1016/j.aei.2023.101917 · Cited by 37 · see citing works
Big Data, Smart Homes and Ambient Assisted Living
Wass, S., & Vimarlund, V. (2014) · Yearbook of Medical Informatics · doi:10.15265/iy-2014-0011 · Cited by 37 · see citing works
The Smart Health Initiative in China: The Case of Wuhan, Hubei Province
Fan, M., Sun, J., Zhou, B., & Min, C. (2015) · Journal of Medical Systems · doi:10.1007/s10916-015-0416-y · Cited by 36 · see citing works
Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices
Medina-Quero, J., Olmo, M. R. F., Peláez, M. D., & Espinilla, M. (2017) · Sensors · doi:10.3390/s17122892 · Cited by 36 · see citing works
I Can See Your Brain: Investigating Home-Use Electroencephalography System Security
Xiao, Y., Jia, Y., Cheng, X., Yu, J., Liang, Z., & Tian, Z. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2910115 · Cited by 36 · see citing works
Privacy-Preserving K-Nearest Neighbors Training over Blockchain-Based Encrypted Health Data
Haque, R. U., Hasan, A. S. M. T., Jiang, Q., & Qu, Q. (2020) · Electronics · doi:10.3390/electronics9122096 · Cited by 36 · see citing works
An Experimental Study on Direction Finding of Bluetooth 5.1: Indoor vs Outdoor
Sambu, P., & Won, M. (2022) · IEEE Wireless Communications and Networking Conference · doi:10.1109/wcnc51071.2022.9771930 · Cited by 36 · see citing works
Martín, J. A. C., Martínez-Pérez, B., Díez, I. D. L. T., & López-Coronado, M. (2014) · Journal of Medical Systems · doi:10.1007/s10916-014-0096-z · Cited by 34 · see citing works
Wray, A. J. D., Olstad, D. L., & Minaker, L. M. (2018) · Cities · doi:10.1016/j.cities.2018.02.022 · Cited by 35 · see citing works
Baig, M. M., GholamHosseini, H., Moqeem, A. A., Mirza, F., & Lindén, M. (2017) · Health Informatics Journal · doi:10.1177/1460458217740722 · Cited by 33 · see citing works
Simplified Energy-Balanced Alternative-Aware Routing Algorithm for Wireless Body Area Networks
Mu, J., Liu, X., & Yi, X. (2019) · IEEE Access · doi:10.1109/access.2019.2925909 · Cited by 33 · see citing works
- Authors
- Baig, M. M., & Gholamhosseini, H.
- Affiliations
- Auckland University of Technology (NZ)
- Corresponding author
- Baig, Mirza Mansoor
- Venue
- Journal of Medical Systems
- Published
- 2013-01-15
- Volume
- 37
- Issue
- 2
- Pages
- 9898-9898
- ISSN
- 0148-5598 (ISSN-L)
- 1573-689X
- OpenAlex
- W2019110265
- Cited by
- 396
- References
- 141
- Citations by year
- 2026: 14 · 2025: 12 · 2024: 21 · 2023: 27 · 2022: 26 · 2021: 38 · 2020: 39 · 2019: 52 · 2018: 42 · 2017: 43 · 2016: 30 · 2015: 26 · 2014: 21 · 2013: 5
- FWCI
- 26.97
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Journal of Medical Systems (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Surgery › Healthcare Technology and Patient Monitoring
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Computer Science › Computer Networks and Communications › Wireless Sensor Networks for Data Analysis
- Keywords
- patient monitoring, remote patient monitoring, clinical acceptability, system design, system modeling, health care delivery
- MeSH terms
- Confidentiality, Humans, Telemedicine, Monitoring, Ambulatory, Remote Sensing Technology, Wireless Technology
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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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