Exploiting smart e-health gateways at the edge of healthcare internet-of-things: a fog computing approach

Fog computing and its role in the internet of things

Bonomi, F., Milito, R., Zhu, J., & Addepalli, S. (2012) · Proceedings of the first edition of the MCC workshop on Mobile cloud computing · doi:10.1145/2342509.2342513 · Cited by 6,244 · see citing works

The impact of the MIT-BIH Arrhythmia Database

Moody, G. B., & Mark, R. G. (2001) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/51.932724 · Cited by 4,834 · see citing works

The case for vm-based cloudlets in mobile computing

Satyanarayanan, M., Bahl, P., Caceres, R., & Davies, N. (2009) · IEEE Pervasive Computing · doi:10.1109/mprv.2009.82 · Cited by 3,660 · see citing works

Internet of things: Vision, applications and research challenges

Miorandi, D., Sicari, S., Pellegrini, F. D., & Imrich Chlamtac, A. (2012) · Ad Hoc Networks · doi:10.1016/j.adhoc.2012.02.016 · Cited by 3,629 · see citing works

Contiki - a lightweight and flexible operating system for tiny networked sensors

Dunkels, A., Grönvall, B., & Voigt, T. (2004) · doi:10.1109/lcn.2004.38 · Cited by 2,694 · see citing works

Towards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare

Farahani, B., Firouzi, F., Chang, V. I. C., Badaroglu, M., Constant, N. P., & Mankodiya, K. (2017) · Future Generation Computer Systems · doi:10.1016/j.future.2017.04.036 · Cited by 991 · see citing works

Clinical Antecedents to In-Hospital Cardiopulmonary Arrest

Schein, R. M. H., Hazday, N., Pena, M., Ruben, B. H., & Sprung, C. L. (1990) · CHEST Journal · doi:10.1378/chest.98.6.1388 · Cited by 902 · see citing works

System architecture of a wireless body area sensor network for ubiquitous health monitoring

Otto, C., Milenković, A., Sanders, C., & Jovanov, E. (2005) · Journal of Multimedia · Cited by 733 · see citing works

6LoWPAN: The Wireless Embedded Internet

Shelby, Z., & Bormann, C. (2009) · International Linear Collider · Cited by 679 · see citing works

An overview of the Internet of Things for people with disabilities

Domingo, M. C. (2012) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2011.10.015 · Cited by 638 · see citing works

Fog Computing and Smart Gateway Based Communication for Cloud of Things

Aazam, M., & Huh, E.-N. (2014) · 2014 International Conference on Future Internet of Things and Cloud · doi:10.1109/ficloud.2014.83 · Cited by 620 · see citing works

Developing strategies to prevent inhospital cardiac arrest

Franklin, C. M., & Mathew, J. (1994) · Critical Care Medicine · doi:10.1097/00003246-199402000-00014 · Cited by 618 · see citing works

Ubiquitous Data Accessing Method in IoT-Based Information System for Emergency Medical Services

Xu, B., Xu, L. D., Cai, H., Xie, C., Hu, J., & Bu, F. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2306382 · Cited by 616 · see citing works

The Internet of Things for Ambient Assisted Living

Dohr, A., Modre-Opsrian, R., Drobics, M., Hayn, D., & Schreier, G. (2010) · International Conference on Information Technology: New Generations · doi:10.1109/itng.2010.104 · Cited by 566 · see citing works

Wavelet compression of ECG signals by the set partitioning in hierarchical trees algorithm

Lu, Z., Kim, D. Y., & Pearlman, W. A. (2000) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.846678 · Cited by 497 · see citing works

IOT Gateway: BridgingWireless Sensor Networks into Internet of Things

Zhu, Q., Wang, R., Chen, Q., Liu, Y., & Qin, W. (2010) · IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC) · doi:10.1109/euc.2010.58 · Cited by 450 · see citing works

IoT-Based Smart Rehabilitation System

Fan, Y. J., Yin, Y. H., Xu, L. D., Zeng, Y., & Wu, F. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2302583 · Cited by 447 · see citing works

Wavelet and wavelet packet compression of electrocardiograms

Hilton, M. L. (1997) · IEEE Transactions on Biomedical Engineering · doi:10.1109/10.568915 · Cited by 414 · see citing works

Fog Computing Micro Datacenter Based Dynamic Resource Estimation and Pricing Model for IoT

Aazam, M., & Huh, E.-N. (2015) · 2015 IEEE 29th International Conference on Advanced Information Networking and Applications · doi:10.1109/aina.2015.254 · Cited by 365 · see citing works

An IoT-Oriented Data Storage Framework in Cloud Computing Platform

Jiang, L., Xu, L. D., Cai, H., Jiang, Z., Bu, F., & Xu, B. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2306384 · Cited by 352 · see citing works

Sensor models and multisensor integration

Durrant-Whyte, H. F. (1988) · The International Journal of Robotics Research · doi:10.1177/027836498800700608 · Cited by 352 · see citing works

Outreach and Early Warning Systems (EWS) for the prevention of Intensive Care admission and death of critically ill adult patients on general hospital wards

McGaughey, J., Alderdice, F. A., Fowler, R., Kapila, A., Mayhew, A., & Moutray, M. (2007) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd005529.pub2 · Cited by 348 · see citing works

Nurses’ role in detecting deterioration in ward patients: systematic literature review

Odell, M., Victor, C., & Oliver, D. (2009) · Journal of Advanced Nursing · doi:10.1111/j.1365-2648.2009.05109.x · Cited by 291 · see citing works

SEA: A Secure and Efficient Authentication and Authorization Architecture for IoT-Based Healthcare Using Smart Gateways

Moosavi, S. R., Gia, T. N., Rahmani, A.-M., Nigussie, E., Virtanen, S., Isoaho, J., & Tenhunen, H. (2015) · Procedia Computer Science · doi:10.1016/j.procs.2015.05.013 · Cited by 280 · see citing works

MEDiSN

Ko, J., Lim, J. H., Chen, Y., Musvaloiu-E, R., Terzis, A., Masson, G. M., Gao, T., Destler, W., Selavo, L., & Dutton, R. P. (2010) · ACM Transactions on Embedded Computing Systems · doi:10.1145/1814539.1814550 · Cited by 233 · see citing works

Prediction of in-hospital mortality and length of stay using an early warning scoring system: clinical audit

Paterson, R., MacLeod, D., Thetford, D., Beattie, A., Graham, C. A., Lam, S., & Bell, D. (2006) · Clinical Medicine · doi:10.7861/clinmedicine.6-3-281 · Cited by 212 · see citing works

Gartner Says Solving 'Big Data' Challenge Involves More Than Just Managing Volumes of Data

Gartner (2011) · Medical Entomology and Zoology · Cited by 180 · see citing works

U-Healthcare System: State-of-the-Art Review and Challenges

Touati, F., & Tabish, R. (2013) · Journal of Medical Systems · doi:10.1007/s10916-013-9949-0 · Cited by 167 · see citing works

Enabling Real-Time Context-Aware Collaboration through 5G and Mobile Edge Computing

Nunna, S., Κουσαρίδας, Α., Ibrahim, M. S., Dillinger, M., Thüemmler, C., Feußner, H., & Schneider, A. (2015) · International Conference on Information Technology: New Generations · doi:10.1109/itng.2015.155 · Cited by 158 · see citing works

Smart Items, Fog and Cloud Computing as Enablers of Servitization in Healthcare

Stantchev, V., Barnawi, A., Ghulam, S., SCHUBERT, J., & Tamm, G. (2015) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 148 · see citing works

A Programmable Service Architecture for Mobile Medical Care

Chakravorty, R. (2006) · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · doi:10.1109/percomw.2006.11 · Cited by 137 · see citing works

Mobility-Induced Service Migration in Mobile Micro-clouds

Wang, S., Urgaonkar, R., He, T., Zafer, M. A., Chan, K., & Leung, K. K. (2014) · IEEE Military Communications Conference (MILCOM) · doi:10.1109/milcom.2014.145 · Cited by 123 · see citing works

Design and Implementation of a Smart IoT Gateway

Guoqiang, S., Yanming, C., Zuo, C., & Zhu, Y. (2013) · IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) · doi:10.1109/greencom-ithings-cpscom.2013.130 · Cited by 120 · see citing works

Proceedings of the first edition of the MCC workshop on Mobile cloud computing

(2012) · doi:10.1145/2342509 · Cited by 114 · see citing works

Future delivery of health care: Cybercare

Koop, C. E., Mosher, R. E., Kun, L. G., Geiling, J., Grigg, E. B., Long, S., Macedonia, C. R., Merrell, R. C., Satava, R. M., & Rosen, J. M. (2008) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2008.929888 · Cited by 97 · see citing works

Proceedings 2005 International Conference on Wireless Communications, Networking and Mobile Computing

(2005) · International Conference on Wireless Communications, Networking and Mobile Computing · doi:10.1109/wcnm.2005.1544134 · Cited by 91 · see citing works

An emerging technology – wearable wireless sensor networks with applications in human health condition monitoring

Yan, H., Xu, L. D., Bi, Z., Pang, Z., Zhang, J., & Chen, Y. (2015) · Journal of Management Analytics · doi:10.1080/23270012.2015.1029550 · Cited by 85 · see citing works

Ontology and Semantic Interoperability

Bittner, T., Donnelly, M., & Winter, S. (2005) · CRC Press eBooks · doi:10.1201/9781420036282-7 · Cited by 81 · see citing works

2015 IEEE 29th International Conference on Advanced Information Networking and Applications

(2015) · doi:10.1109/aina34533.2015 · Cited by 71 · see citing works

Enhancing Edge Computing with Database Replication

Lin, Y., Kemme, B., Patiño-Martı́nez, M., & Jimenez-Peris, R. (2007) · IEEE Symposium on Reliable Distributed Systems (SRDS) · doi:10.1109/srds.2007.10 · Cited by 64 · see citing works

Constrained ECG compression algorithm using the block-based discrete cosine transform

Benzid, R., Messaoudi, A., & Boussaad, A. (2007) · Digital Signal Processing · doi:10.1016/j.dsp.2007.08.003 · Cited by 56 · see citing works

Customizing 6LoWPAN networks towards Internet-of-Things based ubiquitous healthcare systems

Gia, T. N., Thanigaivelan, N. K., Rahmani, A.-M., Westerlund, T., Liljeberg, P., & Tenhunen, H. (2014) · NORCHIP · doi:10.1109/norchip.2014.7004716 · Cited by 56 · see citing works

Towards Energy-Efficient HealthCare: an Internet-of-Things Architecture Using Intelligent Gateways

Granados, J., Rahmani, A.-M., Nikander, P., Liljeberg, P., & Tenhunen, H. (2014) · Wireless Mobile Communication and Healthcare · doi:10.4108/icst.mobihealth.2014.257394 · Cited by 49 · see citing works

Securing Medical Sensor Environments: The CodeBlue Framework Case

Kambourakis, G., Klaoudatou, E., & Gritzalis, S. (2007) · doi:10.1109/ares.2007.135 · Cited by 44 · see citing works

Early Warning Systems

Georgaka, D., Mparmparousi, M., & Vitos, M. (2012) · Hospital chronicles/Hospital Chronicles · Cited by 41 · see citing works

Session Resumption-Based End-to-End Security for Healthcare Internet-of-Things

Moosavi, S. R., Gia, T. N., Nigussie, E., Rahmani, A.-M., Virtanen, S., Tenhunen, H., & Isoaho, J. (2015) · doi:10.1109/cit/iucc/dasc/picom.2015.83 · Cited by 40 · see citing works

Middleware for smart gateways connecting sensornets to the internet

Bimschas, D., Hellbrück, H., Mietz, R., Pfisterer, D., Römer, K., & Teubler, T. (2010) · doi:10.1145/1890784.1890787 · Cited by 35 · see citing works

A gateway-based framework for transparent interconnection between WSN and IP network

Emara, K., Abdeen, M. A. R., & Hashem, M. (2009) · IEEE EUROCON · doi:10.1109/eurcon.2009.5167884 · Cited by 32 · see citing works

LISA: Lightweight Internet of Things Service Bus Architecture

Negash, B., Rahmani, A.-M., Westerlund, T., Liljeberg, P., & Tenhunen, H. (2015) · Procedia Computer Science · doi:10.1016/j.procs.2015.05.010 · Cited by 28 · see citing works

Smart Border Routers for eHealthCare Wireless Sensor Networks

Shen, W., Xu, Y., Xie, D., Zhang, T., & Johansson, A. (2011) · International Conference on Wireless Communications, Networking and Mobile Computing · doi:10.1109/wicom.2011.6040606 · Cited by 28 · see citing works

The new intelligent home control system based on the dynamic and intelligent gateway

Bian, J., Fan, D., & Zhang, J. (2011) · IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT) · doi:10.1109/icbnmt.2011.6155990 · Cited by 26 · see citing works

Sensor Network Middleware for Distributed and Heterogeneous Environments

Yoon, J.-W., Ku, Y.-K., Nam, C.-S., & Shin, D.-R. (2009) · International Conference on New Trends in Information Science and Service Science · doi:10.1109/niss.2009.225 · Cited by 22 · see citing works

Demo: A Generic Platform for Sensor Network Applications

Mueller, R., Rellermeyer, J. S., Duller, M., & Alonso, G. (2007) · IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS) · doi:10.1109/mobhoc.2007.4428693 · Cited by 21 · see citing works

Plug-configure-Play Service-oriented Gateway - For Fast and Easy Sensor Network Application Development

Wu, L., Xu, Y., Xu, C., & Wang, F. (2013) · International Conference on Sensor Networks · doi:10.5220/0004271700530058 · Cited by 17 · see citing works

Standardised early warning scoring system

Barlow, G. D., Nathwani, D., Davey, P. G., Bell, D., Paterson, R., & Macleod, D. (2006) · Clinical Medicine · doi:10.7861/clinmedicine.6-4-422b · Cited by 10 · see citing works

Features of electronic Early Warning systems which impact clinical decision making

Zarabzadeh, A., O'Connell, M., O’Donoghue, J., O’Kane, T., Woodworth, S., Gallagher, J., O’Connor, S., & Adam, F. (2012) · Proceedings - IEEE Symposium on Computer-Based Medical Systems · doi:10.1109/cbms.2012.6266394 · Cited by 8 · see citing works

6th International Conference on Ambient Systems, Networks and Technologies (ANT 2015) SEA: A Secure and Efficient Authentication and Authorization Architecture for IoT-Based Healthcare Using Smart Gateways

Moosavi, S. R., Gia, T. N., Rahmani, A.-M., Nigussie, E., Virtanen, S., Isoaho, J., & Tenhunen, H. (2015) · Cited by 3 · see citing works

A Survey on IoT Security: Application Areas, Security Threats, and Solution Architectures

Hassija, V., Chamola, V., Saxena, V., Jain, D., Goyal, P., & Sikdar, B. (2019) · IEEE Access · doi:10.1109/access.2019.2924045 · Cited by 1,445 · see citing works

A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art

Pham, Q., Fang, F., Ha, V. N., Piran, M. J., Le, M., Le, L. B., Hwang, W., & Ding, Z. (2020) · IEEE Access · doi:10.1109/access.2020.3001277 · Cited by 887 · see citing works

The Future of Healthcare Internet of Things: A Survey of Emerging Technologies

Qadri, Y. A., Nauman, A., Zikria, Y. B., Vasilakos, A. V., & Kim, S. W. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2020.2973314 · Cited by 853 · see citing works

Survey on Multi-Access Edge Computing for Internet of Things Realization

Porambage, P., Okwuibe, J., Liyanage, M., Ylianttila, M., & Taleb, T. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2849509 · Cited by 808 · see citing works

Empowering things with intelligence: a survey of the progress, challenges, and opportunities in artificial intelligence of things

Zhang, J., & Tao, D. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3039359 · Cited by 774 · see citing works

Healthfog: an ensemble deep learning based smart healthcare system for automatic diagnosis of heart diseases in integrated iot and fog computing environments

Tuli, S., Basumatary, N., Gill, S. S., Kahani, M., Arya, R. C., Wander, G. S., & Buyya, R. (2020) · Future Generation Computer Systems · doi:10.1016/j.future.2019.10.043 · Cited by 669 · see citing works

Securing Fog Computing for Internet of Things Applications: Challenges and Solutions

Ni, J., Zhang, K., Lin, X., & Shen, X. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2017.2762345 · Cited by 659 · see citing works

A Survey on Internet of Things and Cloud Computing for Healthcare

Dang, L. M., Piran, M. J., Han, D., Min, K., & Moon, H. (2019) · Electronics · doi:10.3390/electronics8070768 · Cited by 667 · see citing works

Enabling technologies for fog computing in healthcare IoT systems

Mutlag, A. A., Abd Ghani, M. K., Arunkumar, N., Mohammed, M. A., & Mohd, O. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2018.07.049 · Cited by 590 · see citing works

Fog Computing: Survey of Trends, Architectures, Requirements, and Research Directions

Naha, R. K., Garg, S., Georgakopoulos, D., Jayaraman, P. P., Gao, L., Xiang, Y., & Ranjan, R. K. (2018) · IEEE Access · doi:10.1109/access.2018.2866491 · Cited by 567 · see citing works

Fog computing for Healthcare 4.0 environment: Opportunities and challenges

Kumari, A., Tanwar, S., Tyagi, S., & Kumar, N. (2018) · Computers & Electrical Engineering · doi:10.1016/j.compeleceng.2018.08.015 · Cited by 505 · see citing works

Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges

Gill, S. S., Tuli, S., Xu, M., Singh, I., Singh, K. V., Lindsay, D., Tuli, S., Smirnova, D., Singh, M., Jain, U., et al. (2019) · Internet of Things · doi:10.1016/j.iot.2019.100118 · Cited by 526 · see citing works

A systematic review of IoT in healthcare: Applications, techniques, and trends

Haghi Kashani, M., Madanipour, M., Nikravan, M., Asghari, P., & Mahdipour, E. (2021) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2021.103164 · Cited by 491 · see citing works

Edge-Computing-Enabled Smart Cities: A Comprehensive Survey

Khan, L. U., Yaqoob, I., Tran, N. H. K., Kazmi, S. M. A., Dang, T. N., & Hong, C. S. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2987070 · Cited by 509 · see citing works

Fog Assisted-IoT Enabled Patient Health Monitoring in Smart Homes

Verma, P., & Sood, S. K. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2803201 · Cited by 473 · see citing works

Medical 4.0 technologies for healthcare: Features, capabilities, and applications

Haleem, A., Javaid, M., Pratap Singh, R., & Suman, R. (2022) · Internet of Things and Cyber-Physical Systems · doi:10.1016/j.iotcps.2022.04.001 · Cited by 468 · see citing works

The Internet of Things (IoT) in healthcare: Taking stock and moving forward

Rejeb, A., Rejeb, K., Treiblmaier, H., Appolloni, A., Alghamdi, S., Alhasawi, Y., & Iranmanesh, M. (2023) · Internet of Things · doi:10.1016/j.iot.2023.100721 · Cited by 490 · see citing works

Challenges and opportunities in IoT healthcare systems: a systematic review

Sureshkumar, S., & Sundaravaradhan, S. (2019) · SN Applied Sciences · doi:10.1007/s42452-019-1925-y · Cited by 435 · see citing works

A Comprehensive Survey on Machine Learning-Based Big Data Analytics for IoT-Enabled Smart Healthcare System

Li, W., Chai, Y., Khan, F., Jan, S. R. U., Verma, S., Menon, V. G., Kavita, K., & Li, X. (2021) · Mobile Networks and Applications · doi:10.1007/s11036-020-01700-6 · Cited by 431 · see citing works

Edge-computing-driven Internet of Things: A Survey

Kong, L., Tan, J., Huang, J., Chen, G., Wang, S., Jin, X. H., Zeng, P., Khan, M. K., & Das, S. K. (2022) · ACM Computing Surveys · doi:10.1145/3555308 · Cited by 436 · see citing works

Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey

Muhammad, K., Khan, S., Ser, J. D., & de Albuquerque, V. H. C. (2020) · IEEE Transactions on Neural Networks and Learning Systems · doi:10.1109/tnnls.2020.2995800 · Cited by 402 · see citing works

FogBus: A Blockchain-based Lightweight Framework for Edge and Fog Computing

Tuli, S., Mahmud, R., Tuli, S., & Buyya, R. (2019) · Journal of Systems and Software · doi:10.1016/j.jss.2019.04.050 · Cited by 392 · see citing works

Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses

Lecomte, T., Potvin, S., Corbière, M., Guay, S., Samson, C., Cloutier, B., Francoeur, A., Pennou, A., & Khazaal, Y. (2020) · JMIR mHealth and uHealth · doi:10.2196/17458 · Cited by 336 · see citing works

Semi-supervised learning based distributed attack detection framework for IoT

Rathore, S., & Park, J. H. (2018) · Applied Soft Computing · doi:10.1016/j.asoc.2018.05.049 · Cited by 355 · see citing works

An IoT Framework for Heart Disease Prediction Based on MDCNN Classifier

Khan, M. A. (2020) · IEEE Access · doi:10.1109/access.2020.2974687 · Cited by 346 · see citing works

An intelligent Edge-IoT platform for monitoring livestock and crops in a dairy farming scenario

Alonso, R. S., Sittón-Candanedo, I., García, Ó., Prieto, J., & Rodrı́guez, S. (2019) · Ad Hoc Networks · doi:10.1016/j.adhoc.2019.102047 · Cited by 357 · see citing works

Fog Computing in Healthcare–A Review and Discussion

Kraemer, F. A., Bråten, A. E., Tamkittikhun, N., & Palma, D. (2017) · IEEE Access · doi:10.1109/access.2017.2704100 · Cited by 335 · see citing works

Fog Computing for the Internet of Things

Puliafito, C., Mingozzi, E., Longo, F., Puliafito, A., & RANA, O. F. (2019) · ACM Transactions on Internet Technology · doi:10.1145/3301443 · Cited by 321 · see citing works

Construction 4.0: A Literature Review

Forcael, E., Ferrari, I., Opazo-Vega, A., & Pulido-Arcas, J. A. (2020) · Sustainability · doi:10.3390/su12229755 · Cited by 356 · see citing works

Internet of Things (IoT), mobile cloud, cloudlet, mobile IoT, IoT cloud, fog, mobile edge, and edge emerging computing paradigms: Disambiguation and research directions

Elazhary, H. (2018) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2018.10.021 · Cited by 328 · see citing works

Internet-of-Things and big data for smarter healthcare: From device to architecture, applications and analytics

Firouzi, F., Rahmani, A. M., Mankodiya, K., Badaroglu, M., Merrett, G. V., Wong, P., & Farahani, B. (2017) · Future Generation Computer Systems · doi:10.1016/j.future.2017.09.016 · Cited by 303 · see citing works

Big Data for Healthcare Industry 4.0: Applications, challenges and future perspectives

Karataş, M., Erişkin, L., Deveci, M., Pamucar, D. S., & Garg, H. (2022) · Expert Systems with Applications · doi:10.1016/j.eswa.2022.116912 · Cited by 289 · see citing works

An Internet-of-Things (IoT) Network System for Connected Safety and Health Monitoring Applications

Wu, F., Wu, T., & Yuce, M. R. (2018) · Sensors · doi:10.3390/s19010021 · Cited by 293 · see citing works

Edge-Computing Architectures for Internet of Things Applications: A Survey

Hamdan, S., Ayyash, M., & Almajali, S. (2020) · Sensors · doi:10.3390/s20226441 · Cited by 303 · see citing works

A Survey of Blockchain-Based Strategies for Healthcare

de Aguiar, E. J., Faiçal, B. S., Krishnamachari, B., & Ueyama, J. (2020) · ACM Computing Surveys · doi:10.1145/3376915 · Cited by 275 · see citing works

The evolution of the Internet of Things (IoT) over the past 20 years

Wang, J., Lim, M. K., Wang, C., & Tseng, M. (2021) · Computers & Industrial Engineering · doi:10.1016/j.cie.2021.107174 · Cited by 290 · see citing works

Edge Intelligence and Internet of Things in Healthcare: A Survey

Amin, S. U., & Hossain, M. S. (2020) · IEEE Access · doi:10.1109/access.2020.3045115 · Cited by 264 · see citing works

UbeHealth: A Personalized Ubiquitous Cloud and Edge-Enabled Networked Healthcare System for Smart Cities

Muhammed, T., Mehmood, R., Albeshri, A. A., & Katib, I. A. (2018) · IEEE Access · doi:10.1109/access.2018.2846609 · Cited by 266 · see citing works

Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments Using A3C Learning and Residual Recurrent Neural Networks

Tuli, S., Ilager, S., Ramamohanarao, K., & Buyya, R. (2020) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2020.3017079 · Cited by 262 · see citing works

Authenticated key agreement scheme for fog-driven IoT healthcare system

Jia, X., He, D., Kumar, N., & Choo, K. R. (2018) · Wireless Networks · doi:10.1007/s11276-018-1759-3 · Cited by 252 · see citing works

Fog computing: from architecture to edge computing and big data processing

Singh, S. P., Nayyar, A., Kumar, R., & Sharma, A. (2018) · The Journal of Supercomputing · doi:10.1007/s11227-018-2701-2 · Cited by 240 · see citing works

Smart Home-based IoT for Real-time and Secure Remote Health Monitoring of Triage and Priority System using Body Sensors: Multi-driven Systematic Review

Talal, M., Zaidan, A. A., Zaidan, B. B., Albahri, A. S., Alamoodi, A. H., Albahri, O. S., Alsalem, M. A., Lim, C. K., Tan, K. L., Shir, W. L., et al. (2019) · Journal of Medical Systems · doi:10.1007/s10916-019-1158-z · Cited by 240 · see citing works

A Novel Intelligent Medical Decision Support Model Based on Soft Computing and IoT

Abdel‐Basset, M., Manogaran, G., Gamal, A., & Chang, V. I. C. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2931647 · Cited by 238 · see citing works

Role of emerging technologies in future IoT-driven Healthcare 4.0 technologies: a survey, current challenges and future directions

Krishnamoorthy, S., Dua, A., & Gupta, S. R. (2021) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-021-03302-w · Cited by 250 · see citing works

Cloud-Fog Interoperability in IoT-enabled Healthcare Solutions

Mahmud, R., Koch, F. L., & Buyya, R. (2018) · International Conference on Distributed Computing and Networking (ICDCN) · doi:10.1145/3154273.3154347 · Cited by 233 · see citing works

Fog Computing: A Comprehensive Architectural Survey

Habibi, P., Farhoudi, M., Kazemian, S., Khorsandi, S., & Leon‐Garcia, A. (2020) · IEEE Access · doi:10.1109/access.2020.2983253 · Cited by 233 · see citing works

A Rigid-Flex Wearable Health Monitoring Sensor Patch for IoT-Connected Healthcare Applications

Wu, T., Wu, F., Qiu, C., Redouté, J., & Yuce, M. R. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2977164 · Cited by 230 · see citing works

Industry 4.0 Implementation Challenges and Opportunities: A Managerial Perspective

Bajić, B., Rikalović, A., Suzić, N., & Piuri, V. (2020) · IEEE Systems Journal · doi:10.1109/jsyst.2020.3023041 · Cited by 244 · see citing works

Security and Privacy in IoT-Cloud-Based e-Health Systems—A Comprehensive Review

Butpheng, C., Yeh, K., & Xiong, H. (2020) · Symmetry · doi:10.3390/sym12071191 · Cited by 219 · see citing works

Toward a Heterogeneous Mist, Fog, and Cloud-Based Framework for the Internet of Healthcare Things

Asif-Ur-Rahman, M., Afsana, F., Mahmud, M., Kaiser, M. S., Ahmed, M. R., Kaiwartya, O., & James, A. E. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2876088 · Cited by 217 · see citing works

Systematic Review of Real-time Remote Health Monitoring System in Triage and Priority-Based Sensor Technology: Taxonomy, Open Challenges, Motivation and Recommendations

Albahri, O. S., Albahri, A. S., Mohammed, K. I., Zaidan, A. A., Zaidan, B. B., Hashim, M. M., & Salman, O. H. (2018) · Journal of Medical Systems · doi:10.1007/s10916-018-0943-4 · Cited by 215 · see citing works

A Comprehensive Survey on Artificial Intelligence Empowered Edge Computing on Consumer Electronics

Syu, J.-H., Lin, J. C., Srivastava, G., & Yu, K. (2023) · IEEE Transactions on Consumer Electronics · doi:10.1109/tce.2023.3318150 · Cited by 224 · see citing works

Homecare robotic systems for healthcare 4.0: visions and enabling technologies

Yang, G., Pang, Z., Jamal Deen, M., Dong, M., Zhang, Y.-T., Lovell, N., & Rahmani, A. M. (2020) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2020.2990529 · Cited by 213 · see citing works

A Review on the Role of Machine Learning in Enabling IoT Based Healthcare Applications

Bharadwaj, H. K., Agarwal, A., Chamola, V., Lakkaniga, N. R., Hassija, V., Guizani, M., & Sikdar, B. (2021) · IEEE Access · doi:10.1109/access.2021.3059858 · Cited by 208 · see citing works

Challenges and recommended technologies for the industrial internet of things: A comprehensive review

Younan, M., Houssein, E. H., Elhoseny, M., & Ali, A. A. (2019) · Measurement · doi:10.1016/j.measurement.2019.107198 · Cited by 207 · see citing works

The convergence of IoT and distributed ledger technologies (DLT): Opportunities, challenges, and solutions

Farahani, B., Firouzi, F., & Luecking, M. (2020) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2020.102936 · Cited by 203 · see citing works

An efficient task scheduling approach using moth‐flame optimization algorithm for cyber‐physical system applications in fog computing

Ghobaei‐Arani, M., Souri, A., Safara, F., & Norouzi, M. (2019) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.3770 · Cited by 200 · see citing works

Type-2 fuzzy ontology–aided recommendation systems for IoT–based healthcare

Ali, F., Islam, S. M. R., Kwak, D., Khan, P., Ullah, N., Yoo, S., & Kwak, K. S. (2017) · Computer Communications · doi:10.1016/j.comcom.2017.10.005 · Cited by 188 · see citing works

LACO: Lightweight Three-Factor Authentication, Access Control and Ownership Transfer Scheme for E-Health Systems in IoT

Aghili, S. F., Mala, H., Shojafar, M., & Lopez, P. P. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.02.020 · Cited by 187 · see citing works

IoT-Based Remote Pain Monitoring System: From Device to Cloud Platform

Yang, G., Jiang, M., Ouyang, W., Ji, G., Xie, H., Rahmani, A. M., Liljeberg, P., & Tenhunen, H. (2017) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2017.2776351 · Cited by 185 · see citing works

Survey of Machine Learning based intrusion detection methods for Internet of Medical Things

Si-Ahmed, A., Al-Garadi, M. A., & Boustia, N. (2023) · Applied Soft Computing · doi:10.1016/j.asoc.2023.110227 · Cited by 188 · see citing works

IoT information sharing security mechanism based on blockchain technology

Si, H., Sun, C., Li, Y., Qiao, H., & Shi, L. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.07.036 · Cited by 177 · see citing works

Smart grid encounters edge computing: opportunities and applications

Feng, C., Wang, Y., Chen, Q., Ding, Y., Štrbac, G., & Kang, C. (2020) · Advances in Applied Energy · doi:10.1016/j.adapen.2020.100006 · Cited by 185 · see citing works

Real-Time Remote-Health Monitoring Systems: a Review on Patients Prioritisation for Multiple-Chronic Diseases, Taxonomy Analysis, Concerns and Solution Procedure

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

HiCH

Azimi, I., Anzanpour, A., Rahmani, A. M., Pahikkala, T., Levorato, M., Liljeberg, P., & Dutt, N. D. (2017) · ACM Transactions on Embedded Computing Systems · doi:10.1145/3126501 · Cited by 170 · see citing works

Manual of Digital Earth

Guo, H., Goodchild, M. F., & Annoni, A. (2019) · Springer eBooks · doi:10.1007/978-981-32-9915-3 · Cited by 172 · see citing works

A joint resource-aware and medical data security framework for wearable healthcare systems

Pirbhulal, S., Samuel, O. W., Wu, W., Sangaiah, A. K., & Li, G. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.01.008 · Cited by 165 · see citing works

A Decoupled Blockchain Approach for Edge-Envisioned IoT-Based Healthcare Monitoring

Aujla, G. S., & Jindal, A. (2020) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2020.3020655 · Cited by 167 · see citing works

A review of enabling technologies for Internet of Medical Things (IoMT) Ecosystem

Ashfaq, Z., Rafay, A., Mumtaz, R., Zaidi, S. M. H., Saleem, H., Zaidi, S. A. R., Mumtaz, S., & Haque, A. (2021) · Ain Shams Engineering Journal · doi:10.1016/j.asej.2021.101660 · Cited by 164 · see citing works

Application of Internet of Things and Sensors in Healthcare

Al-kahtani, M. S., Khan, F. N., & Taekeun, W. (2022) · Sensors · doi:10.3390/s22155738 · Cited by 163 · see citing works

Smart and cognitive solutions for Operator 4.0: Laboratory H-CPPS case studies

Zolotová, I., Papcun, P., Kajáti, E., Miškuf, M., & Mocnej, J. (2018) · Computers & Industrial Engineering · doi:10.1016/j.cie.2018.10.032 · Cited by 162 · see citing works

The fog cloud of things: A survey on concepts, architecture, standards, tools, and applications

Alli, A. A., & Alam, M. M. (2020) · Internet of Things · doi:10.1016/j.iot.2020.100177 · Cited by 158 · see citing works

Flexible Wood-Based Triboelectric Self-Powered Smart Home System

Shi, X., Luo, J., Luo, J., Li, X., Han, K., Li, D., Cao, X., & Wang, Z. L. (2022) · ACS Nano · doi:10.1021/acsnano.1c11587 · Cited by 157 · see citing works

Design and Implementation of Smart City Applications Based on the Internet of Things

ALRikabi, H. T. S., & Jasim, N. A. (2021) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v15i13.22331 · Cited by 155 · see citing works

A blockchain-based fog computing framework for activity recognition as an application to e-healthcare services

Islam, N., Faheem, Y., Din, I. U., Talha, M., Guizani, M., & Khalil, M. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.05.059 · Cited by 154 · see citing works

Security and Privacy in IoT Smart Healthcare

Karunarathne, S. M., Saxena, N., & Khan, M. K. (2021) · IEEE Internet Computing · doi:10.1109/mic.2021.3051675 · Cited by 154 · see citing works

Blockchain-Enabled Distributed Security Framework for Next-Generation IoT: An Edge Cloud and Software-Defined Network-Integrated Approach

Medhane, D. V., Sangaiah, A. K., Hossain, M. S., Muhammad, G., & Wang, J. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.2977196 · Cited by 151 · see citing works

Design, Resource Management, and Evaluation of Fog Computing Systems: A Survey

Martinez, I., Hafid, A. S., & Jarray, A. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3022699 · Cited by 152 · see citing works

A job scheduling algorithm for delay and performance optimization in fog computing

Jamil, B., Shojafar, M., Ahmed, I., Ullah, A., Munir, K., & Ijaz, H. (2019) · Concurrency and Computation Practice and Experience · doi:10.1002/cpe.5581 · Cited by 149 · see citing works

Survey on Intelligence Edge Computing in 6G: Characteristics, Challenges, Potential Use Cases, and Market Drivers

Al-Ansi, A., Al‐Ansi, A. M., Muthanna, A., Elgendy, I. A., & Koucheryavy, A. (2021) · Future Internet · doi:10.3390/fi13050118 · Cited by 153 · see citing works

Energy efficient wearable sensor node for IoT-based fall detection systems

Nguyen Gia, T., Sarker, V. K., Tcarenko, I., Rahmani, A. M., Westerlund, T., Liljeberg, P., & Tenhunen, H. (2018) · Microprocessors and Microsystems · doi:10.1016/j.micpro.2017.10.014 · Cited by 146 · see citing works

A survey on communication components for IoT-based technologies in smart homes

Zaidan, A. A., Zaidan, B. B., Yas, Q. M., Albahri, O. S., Albahri, A. S., Alaa, M., Jumaah, F. M., Talal, M., Tan, K. L., Shir, W. L., et al. (2018) · Telecommunication Systems · doi:10.1007/s11235-018-0430-8 · Cited by 146 · see citing works

Real-Time Remote Health-Monitoring Systems in a Medical Centre: A Review of the Provision of Healthcare Services-Based Body Sensor Information, Open Challenges and Methodological Aspects

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

A hybrid approach to scheduling real-time IoT workflows in fog and cloud environments

Stavrinides, G. L., & Karatza, H. D. (2018) · Multimedia Tools and Applications · doi:10.1007/s11042-018-7051-9 · Cited by 143 · see citing works

Smart Home and Internet of Things: A Bibliometric Study

Choi, W., Kim, J., Lee, S., & Park, E. (2021) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2021.126908 · Cited by 142 · see citing works

EPIC: A Differential Privacy Framework to Defend Smart Homes Against Internet Traffic Analysis

Liu, J., Zhang, C., & Fang, Y. M. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2799820 · Cited by 141 · see citing works

Optimization of signal quality over comfortability of textile electrodes for ECG monitoring in fog computing based medical applications

Wu, W., Pirbhulal, S., Sangaiah, A. K., Mukhopadhyay, S. C., & Li, G. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.04.024 · Cited by 144 · see citing works

Blockchain-Based Secure Healthcare Application for Diabetic-Cardio Disease Prediction in Fog Computing

Shynu, P. G., Menon, V. G., Kumar, R. L., Kadry, S., & Nam, Y. (2021) · IEEE Access · doi:10.1109/access.2021.3065440 · Cited by 147 · see citing works

Monitoring of the Human Body Signal through the Internet of Things (IoT) Based LoRa Wireless Network System

Islam, M. S., Islam, M. T., Almutairi, A. F., Gan, K. B., Misran, N. B., & Amin, N. (2019) · Applied Sciences · doi:10.3390/app9091884 · Cited by 140 · see citing works

A novel group decision making model based on neutrosophic sets for heart disease diagnosis

Abdel‐Basset, M., Gamal, A., Manogaran, G., Sơn, L. H., & Long, H. V. (2019) · Multimedia Tools and Applications · doi:10.1007/s11042-019-07742-7 · Cited by 140 · see citing works

Fog Computing Applications in Smart Cities: A Systematic Survey

Javadzadeh, G., & Rahmani, A. M. (2019) · Wireless Networks · doi:10.1007/s11276-019-02208-y · Cited by 138 · see citing works

Impacts of Connected and Automated Vehicles on Road Safety and Efficiency: A Systematic Literature Review

Matin, A., & Dia, H. (2022) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2022.3227176 · Cited by 137 · see citing works

Low-cost fog-assisted health-care IoT system with energy-efficient sensor nodes

Gia, T. N., Jiang, M., Sarker, V. K., Rahmani, A. M., Westerlund, T., Liljeberg, P., & Tenhunen, H. (2017) · International Wireless Communications and Mobile Computing Conference (IWCMC) · doi:10.1109/iwcmc.2017.7986551 · Cited by 132 · see citing works

Saving time and cost on the scheduling of fog-based IoT applications using deep reinforcement learning approach

Gazori, P., Rahbari, D., & Nickray, M. (2019) · Future Generation Computer Systems · doi:10.1016/j.future.2019.09.060 · Cited by 130 · see citing works

Low-Power Wireless for the Internet of Things: Standards and Applications

Nikoukar, A., Raza, S., Poole, A., Güneş, M., & Dezfouli, B. (2018) · IEEE Access · doi:10.1109/access.2018.2879189 · Cited by 131 · see citing works

A Context Aware Smart Classroom Architecture for Smart Campuses

Huang, L.-S., Su, J.-Y., & Pao, T.-L. (2019) · Applied Sciences · doi:10.3390/app9091837 · Cited by 128 · see citing works

Mobility-aware task scheduling in cloud-Fog IoT-based healthcare architectures

Abdelmoneem, R. M., Benslimane, A., & Shaaban, E. (2020) · Computer Networks · doi:10.1016/j.comnet.2020.107348 · Cited by 128 · see citing works

Real-Time Fault-Tolerant mHealth System: Comprehensive Review of Healthcare Services, Opens Issues, Challenges and Methodological Aspects

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

Smart e-Health Gateway: Bringing intelligence to Internet-of-Things based ubiquitous healthcare systems

Rahmani, A.-M., Thanigaivelan, N. K., Gia, T. N., Granados, J., Negash, B., Liljeberg, P., & Tenhunen, H. (2015) · IEEE Consumer Communications and Networking Conference · doi:10.1109/ccnc.2015.7158084 · Cited by 377 · see citing works

Leveraging Fog Computing for Healthcare IoT

Negash, B., Gia, T. N., Anzanpour, A., Azimi, I., Jiang, M., Westerlund, T., Rahmani, A. M., Liljeberg, P., & Tenhunen, H. (2017) · Springer eBooks · doi:10.1007/978-3-319-57639-8_8 · Cited by 101 · see citing works

2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM)

Gia, T. N., Jiang, M., Rahmani, A.-M., Westerlund, T., Liljeberg, P., & Tenhunen, H. (2022) · UTUPub (University of Turku)

Catalyst Is Important Everywhere

Nayak, S., & Banik, D. (2020) · CRC Press eBooks · doi:10.1201/9781003055976-11 · Cited by 1 · see citing works

IoT/IoE Smart Health Care System using Fog Computing Features

Talal, R., & Suleiman, A. R. (2020) · Annual International Conference on Information and Sciences (AiCIS) · doi:10.1109/aicis51645.2020.00015 · Cited by 5 · see citing works