Seizure detection using wearable sensors and machine learning: Setting a benchmark

Cited by (145)

Items 101–145 of 145

1. Epileptic seizure detection using heart rate variability from ambulatory ECG: a pseudoprospective study
   Lyra Li, Ewan Scott Nurse, David Bruce Grayden, Mark James Cook, Philippa J. Karoly · 2025 · Journal of Neural Engineering
2. Improving wearable-based seizure prediction by feature fusion using growing network
   Tanuj Hasija, Maurice Kuschel, Michele C. Jackson, Stephanie Dailey, Henric Menne, Claus Reinsberger, Solveig Vieluf, Tobias Loddenkemper · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
3. Harnessing Machine Learning and Deep Learning for Improved Epileptic Seizure Detection: A Review
   Anmol Chaturvedi · 2023 · International Conference on Information Management & Machine Intelligence (ICIMMI)
4. Enhancing Seizure Detection Through Deep Learning-Based Wearable Devices
   Dipin Raj, A J Jeevan, Rashaz Rafeeque, T S Rhishitha, Akshay S, K.P. Merry · 2024 · International Conference on Integrated Circuits, Communication, and Computing Systems (ICIC3S)
5. Dual-Sensor Fusion for Real-Time Monitoring of Crystal Methamphetamine Withdrawal Symptoms Using Machine Learning and Gramian Angular Fields
   Omar Amr, Ali Ahmed, Ayman Atia · 2025 · International Conference on New Trends in Computing Sciences (ICTCS)
6. Evaluating multimodal autonomic correlations in pediatric epilepsy using wearable biosignals
   Fatemeh Mohammad Alizadeh Chafjiri, Tanuj Hasija, Emily Peter, Michele C. Jackson, Stephanie Dailey, Paulina Moehrle, Maurice Kuschel, Xingyan Liu, Olivia Mezheritsky, Lillian Voke et al. · 2026 · Epilepsia
7. $$\Phi $$-OTDR event detection using image-based data transformation and deep learning
   Muhammet Cagri Yeke, Samil Sirin, Kıvılcım Yüksel, Abdurrahman Gümüş · 2026 · Pattern Analysis and Applications
8. Automated seizure detection using wearable devices: updated systematic review and meta-analysis of tonic-clonic and focal seizure detection
   Sumeya Mohamed, Muhammad Farooq Shaikh, Davide Piaggio · 2026 · Frontiers in Bioengineering and Biotechnology
9. Utilizing Gyroscope and Accelerometer for Self-Managed Crystal Methamphetamine Recovery and Private Monitoring
   Ali Ahmed, Omar Amr, Ayman Atia · 2024 · International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)
10. An explainable RSPWVD based EEG microstate sequence approach for scalp connectivity estimation and channel selection in patients with epilepsy
    Jiawen Li, Guan Yuan Feng, Xi Ren, Ling Chen, Shuang Zhang, Yu Ping Qin, Jiujiang Wang, Yuanyu Yu, Xin Liu, Rongjun Chen · 2025 · Technology and Health Care
11. What Can Technology Do for Autistic Spectrum Disorder People?
    Marina Jodra, V. Rodellar · 2022 · Lecture notes in computer science
12. Hardware Design of a Smart Wristband Used for Epileptic Seizure Detection
    Hasan Smajić, Toni Duspara · 2022 · Lecture notes in networks and systems
13. Anti-Oxidative Property of Pennisetum Glaucum (Poaceae) Supplement Contributes To Its Anti- Convulsant Activity In Pentylenetetrazole- Kindled Wistar Rats
    HD Muhammad, F.A. Dawud, Jamilu Ya’u, J Abdulazeez · 2022 · Neurology and Neuroscience
14. Machine Learning Algorithm for Epileptic Seizure Prediction from Scalp EEG Records
    Esteban Avilés, Frank Britto, David Villaseca Pacheco, Carlos Zegarra, Francis Reyes · 2024 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
15. Technologies for Wearable Seizure Detection: A Systematic Review
    Rhema Losli · 2024
16. Beta waves monitoring for the prognosis of seizures in epileptic pediatric patients
    Janya Jagan · 2024 · International Conference on Bio Signals, Images, and Instrumentation (ICBSII)
17. Multi-parameter to single parameter: a systematic review of wearable sensor sensitivity in seizure detection
    Ayoub Imzilene, Ayoub Lansi, Abderahman Emidar · 2024 · British Journal of Neuroscience Nursing
18. Advancements in Wearable Health Monitoring - Analyzing the Developments of Wearable Sensors and Machine Learning for Epileptic Seizure Detection to improve Athletic Performance
    Mannat Dhir · 2024 · International Journal of Innovative Science and Research Technology (IJISRT)
19. Batch-Balancing Improvement with Data Augmentation Techniques for Clinical Electroencephalographic Data
    David Fernández-Madera González, Fernando Moncada Martins, Víctor M. González, Jose Ramon Villar, Beatriz García López, Ana Isabel Gómez-Menéndez · 2024 · Lecture notes in computer science
20. Future AIoT-Based Green Smart Cities Essential Role in Enhancement of Healthcare Services
    Mahjoobe Nazari Chamazkoti, Inam Ullah, Sanjar Mirzaliev, Islam Md Monirul, Amin Sharafian, Hazrat Bilal · 2025 · Information systems engineering and management
21. KI und Wearables für ein innovatives Patientenmanagement: Fokus epileptisches Anfallsmonitoring
    Solveig Vieluf, Christian Goelz, Paulina Moehrle, Tobias Loddenkemper · 2025 · Springer eBooks
22. EEG-Based Seizure Detection: A Comparative Study of LSTM, GRU, CNN, and Capsule Networks
    Mahesh Kamble, Santosh D. Chede · 2025 · International Conference on Engineering Innovations and Technologies (ICoEIT)
23. Fall Detection System for Seizure Patients
    Jahidul Karim Palash, Md Abu Naushad, Noor-E Sadman, Mohammad Rejwan Uddin, Mahady Hasan · 2025 · International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)
24. Multimodal Seizure Detection with Long-term Ambulatory ECG and Accelerometry Data
    Lyra Li, Philippa J. Karoly, David Bruce Grayden, Mark James Cook, Ewan Scott Nurse · 2025 · medRxiv
25. Seizure Detection using Hybrid Feature Fusion of Deep Learning Models
    Akshaya Ramesh, Siri Ganesh, S. Leeladithya, Asha. K · 2025 · International Conference on Mobile Networks and Wireless Communications (ICMNWC)
26. Telemedicine in deep brain stimulation
    I. Daria Bogdan, Mark L. Kuijf, Yagna J. Pathak, Pieter Kubben · 2026 · Elsevier eBooks
27. Epileptic seizure detection using Light-weight Deep Convolutional Neural Network model from EEG signals
    Khairnar Dipali Bharat, Saroj Kumar Pandey, Manoj Kumar Ojha · 2025 · International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI)
28. Integrating Research into Capstone Projects: A Case Study of Dual-Instructor Approach
    Shangyue Zhu, Chunming Gao · 2026 · IEEE Annual Computing and Communication Workshop and Conference (CCWC)
29. A Smart and Reliable Wearable Design for Seizure Detection
    Vasuki A, V. Akila, Rrashmi U, Seema S · 2026 · International Conference on Mobile Computing and Sustainable Informatics (ICMCSI)
30. EpilepsyFormer: A Temporal Self-attention Framework Enhanced with Channel Dynamics for High-Fidelity EEG Classification
    Khaled Mahmoud Heba, Abbas Hassan Abbas Atya · 2026 · Journal of Disability Research
31. Secured and trusted remote wireless health monitoring systems for assisted living of elderly people
    Aymen Shaafi · 2021
32. Epileptic seizure and anomaly detection in internet of medical things
    Mostafa Gheryani · 2021
33. Machine-learning methods for epilepsy diagnosis and therapeutic prevention: advances, setbacks, and opportunities
    Nitu L. Wankhede, Saeed Alshahrani, Arifullah Mohammed, Brijesh Gulabrao Taksande, Aman Babanrao Upaganlawar, Milind Janrao Umekar, Spandana Rajendra Kopalli, Sushruta Koppula, Mayur Bhimrao Kale · 2026 · Neurological Sciences
34. Multidimensional Hypergraph Fusion Network: A Novel Approach for Pediatric Seizure Detection Using Multimodal Physiological Signals
    Qi Weng, Lian Zhang, Duanpo Wu, Yuhan Gao, Tiejia Jiang, Yixuan Yuan, Xiaolong Ye, Chenggang Clarence Yan · 2026 · IEEE Internet of Things Journal
35. Specialized neurological assessment techniques
    Vishal Verma · 2026 · Elsevier eBooks
36. Digital twins. The future of personalized epilepsy care
    Alan Leviton, Tobias Loddenkemper · 2026 · Epilepsy & Behavior
37. An edge-AI enabled wearable platform for real-time epileptic seizure detection with geolocated alerting
    Fekadu Tsion, Kidist Dagnachew, Abdi Bekele · 2026 · BMC Biomedical Engineering
38. Seizure forecasting: The long and winding road to clinical translation
    Philippa J. Karoly, Rachel Elizabeth Stirling, Mark James Cook, Daniel M. Goldenholz, Maxime O. Baud, Vikram R. Rao, Solveig Vieluf, Benjamin H. Brinkmann · 2026 · Epilepsia
39. Quality-Aware Multimodal Seizure Detection via Dynamic Motor Fusion and Autonomic Gating
    Dinghan Hu, Ruinan Guo, Tiejia Jiang, Zhe-Feng Yuan, Jiuwen Cao, Xiaohui Lou · 2026 · IEEE Transactions on Instrumentation and Measurement
40. A Preliminary Study on EEG and Wearable Based Seizure Detection Using Machine Learning
    Dhriti Dhriti, Sazia Mahfuz, Esteve Hassan · 2026 · Procedia Computer Science
41. Multimodal Brain Data and Deep Learning for Clinical Prediction in Neurology
    Yunhao Xie, Xueyin Ma, Peijia Wu, Yanan Dai · 2026 · Journal of Neuro and Oncology Research
42. Wearable Sensor-Based Detection and Monitoring of Neurological Disorders
    Mohammad Aves, I C Sharma, Neha Kandari, Vishakha Sharma, Rahul Kumar · 2026 · Advances in computational intelligence and robotics book series
43. Machine learning-integrated wearable sensors for intelligent disease diagnosis and personalized healthcare
    Zichao She, Lin Shi, Daizhu Xie, Fenghan Jiang, Chengyu Zhong, Zhen Cheng, Jin Shuning, Hongbo Xie, Yanwei Li, Jian Zhou · 2026 · Chemical Engineering Journal
44. Next‐Generation Brain Health Monitoring Enabled by Integrated Wearable AI Infrastructure
    M. Abul Masrur, Bangul Khan, Rana Talha Khalid, Sumaira, Saad Abdullah · 2026 · Smart Medicine
45. Performance of the NightWatch seizure detection device on the leg compared to the standard arm placement: A pilot study
    Megan Krom, Eefke M. Lemmen, Silvia Evers, R.H.C. Lazeron, Marian Majoie, Roland D. Thijs, Johannes Petrus van Dijk · 2026 · Epilepsy & Behavior Reports