This paper is in the following e-collection/theme issue:

Wearables and MHealth Reviews (310) Wearable Devices and Sensors (1133) Internet of Things (98) Ubiquitous Health (uHealth) (134) mHealth for Wellness, Behavior Change and Prevention (3315) mHealth for Data Collection and Research (1196)

Published on in Vol 10, No 11 (2022): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/40797, first published .
Trends in Smart Helmets With Multimodal Sensing for Health and Safety: Scoping Review

Trends in Smart Helmets With Multimodal Sensing for Health and Safety: Scoping Review

Trends in Smart Helmets With Multimodal Sensing for Health and Safety: Scoping Review

Authors of this article:

Peter Lee1 Author Orcid Image ;   Heepyung Kim1 Author Orcid Image ;   M Sami Zitouni2 Author Orcid Image ;   Ahsan Khandoker3, 4 Author Orcid Image ;   Herbert F Jelinek3, 4 Author Orcid Image ;   Leontios Hadjileontiadis3, 4, 5 Author Orcid Image ;   Uichin Lee1, 6 Author Orcid Image ;   Yong Jeong1, 7 Author Orcid Image
Article Authors Cited by (26) Tweetations (2) Metrics

Journals

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  7. Pearkao C, Suthisopapan P, Jaitieng A, Homvisetvongsa S, Wicharit L. Development of an AI-Integrated Smart Helmet for Motorcycle Accident Prevention: A Feasibility Study. Journal of Multidisciplinary Healthcare 2025;Volume 18:957 View
  8. Chen L, Li X, Lin R, Zheng X. A Study on the Architecture Design of Intelligent Public Health Prevention and Control Platforms. Journal of Computer Science and Artificial Intelligence 2025;2(2):97 View
  9. Ashrafi D, Ahmed S, Rahman M, Chowdhury S, Faruqui M. Does navigation quality and safety quality motivate users’ to recommend smart helmet technologies? The roles of trust and anthropomorphism. The TQM Journal 2025 View
  10. Yasin M, Smarandache F, Waheed Sabir M, Arslan F, Waqas M. AI-Driven Automated Helmet Detection in Underground Coal Mines using Attention-Enhanced Vision Transformer. Engineering, Technology & Applied Science Research 2025;15(3):23736 View
  11. Șerban M, Toader C, Covache-Busuioc R. The Collapse of Brain Clearance: Glymphatic-Venous Failure, Aquaporin-4 Breakdown, and AI-Empowered Precision Neurotherapeutics in Intracranial Hypertension. International Journal of Molecular Sciences 2025;26(15):7223 View
  12. Merchán-Cruz E, Moveh S, Pasha O, Tocelovskis R, Grakovski A, Krainyukov A, Ostrovenecs N, Gercevs I, Petrovs V. Smart Safety Helmets with Integrated Vision Systems for Industrial Infrastructure Inspection: A Comprehensive Review of VSLAM-Enabled Technologies. Sensors 2025;25(15):4834 View
  13. Santosh Kumar Patra P, Tripathy B. Advancing COVID-19 diagnostics with explainable AI techniques from IoT-driven gene expression data. Control and Cybernetics 2024;53(4):569 View
  14. Schlager J, Jin Y, Faruk M, Alberts J, Cao C. Bioinspired Materials, Designs, and Manufacturing Strategies for Advanced Impact‐Resistant Helmets. Advanced Engineering Materials 2025;27(22) View

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Conference Proceedings

  1. Navana B, Eldho R, Bhat A, Solomon Selva M, Vishnu Raju M, Manohar N. 2022 3rd International Conference on Communication, Computing and Industry 4.0 (C2I4). Design and Development of an IOT based Smart Helmet for Two Wheelers View
  2. K K, Korlam S, Kumar K, Prasad B. 2023 Second International Conference on Trends in Electrical, Electronics, and Computer Engineering (TEECCON). Harnessing IoT for Road Safety: Intelligent Helmets with Ignition Shut-off View
  3. Priyatharishini M, Rani M. 2023 7th International Conference on Electronics, Communication and Aerospace Technology (ICECA). Smart Safety Helmet for Protecting Lives of Workers in Mining Industry View
  4. Sakir R, Munirman S, Syam M. THE 1ST INTERNATIONAL MULTIDISCIPLINARY CONFERENCE OF APPLIED SCIENCES: Applied Sciences for Sustainable Earth, Environment and Management. A comparison of wearable devices performance using rigid PCB and flexible PCB View
  5. Mokdad S, Talib M, Ghebremeskel S, Lamghari F, Mirza S, Nassif A. 2024 8th International Conference on Imaging, Signal Processing and Communications (ICISPC). An Overview of YOLO-Based Helmet Detection: Modifications and Advancements View
  6. Saputra M, Munastha K, Mulyono T, Fitriadi B, Setiawan A, Lestari N. 2024 18th International Conference on Telecommunication Systems, Services, and Applications (TSSA). Performance Analysis of Real-Time Safety Vest and Helmet Detection Using Yolov8 View
  7. T S, V S P, T R, K R, M S. 2025 6th International Conference on Inventive Research in Computing Applications (ICIRCA). Smart IoT-based System with Enhanced Safety and Accident Prevention for Two-Wheelers View
  8. Devera D, Paulino F, Monday M, Bacus J, Calamba M, Tabanao M. 2025 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS). Smart Helmet Detection System for Road Safety Using YOLOv8 View
  9. Anjaneyulu N, Valli N, Bokhari B, Madaminov B, Gulora Y, Nagarajan G, Venkataramanaiah B. 2025 9th International Conference on Inventive Systems and Control (ICISC). SMART HELMET: IoT Enabled Helmet for Safety and Accident Detection View