Seizure detection, seizure prediction, and closed-loop warning systems in epilepsy

Ramgopal, Sriram, Thome-Souza, Sigride, Jackson, Michele, Kadish, Navah Ester, Sánchez Fernández, Iván, Klehm, Jacquelyn, Bosl, William, Reinsberger, Claus +2 more·2014·Epilepsy & Behavior

Cited by (470)

Items 101–200 of 470

  1. Deep learning based automatic seizure prediction with EEG time-frequency representation
    Xingchen Dong, Landi He, Haotian Li, Zhen Liu, Wei Shang, Weidong Zhou · 2024 · Biomedical Signal Processing and Control
  2. Feature Extraction and Classification of EEG Signals for Seizure Detection
    Apu Nandy, Mohammad Ashik Alahe, Sharif Uddin, Shafiqul Alam, Abdullah-Al Nahid, Md. Abdul Awal · 2019 · International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST)
  3. Self-control of epileptic seizures by nonpharmacological strategies
    Iliana Kotwas, Aileen McGonigal, Agnès Trébuchon, Mireille Bastien‐Toniazzo, Yoko Nagai, Fabrice Bartoloméi, Jean‐Arthur Micoulaud‐Franchi · 2016 · Epilepsy & Behavior
  4. Massive datasets and machine learning for computational biomedicine: trends and challenges
    Кочетуров Антон Андреевич, Pãnos M. Pardalos, Athanasia Karakitsiou · 2018 · Annals of Operations Research
  5. Epileptic seizure detection using CHB-MIT dataset: The overlooked perspectives
    Emran Ali, Maia N Angelova, Chandan Kumar Karmakar · 2024 · Royal Society Open Science
  6. Understanding Death in Children With Epilepsy
    Elizabeth J Donner, PETER R. CAMFIELD, Linda Brooks, Jeffrey Buchhalter, Carol Camfield, Tobias Loddenkemper, Elaine C. Wirrell · 2017 · Pediatric Neurology
  7. A deep Learning Scheme for Automatic Seizure Detection from Long-Term Scalp EEG
    Rajamanickam Yuvaraj, John Thomas, Tilmann Kluge, Justin Dauwels · 2018 · Asilomar Conference on Signals, Systems and Computers (ACSSC)
  8. Patterns of epileptic seizure occurrence
    Marta Amengual‐Gual, Iván Sánchez Fernández, Tobias Loddenkemper · 2018 · Brain Research
  9. Epileptic Seizure Prediction Using Spatiotemporal Feature Fusion on EEG
    Dezan Ji, Landi He, Xingchen Dong, Haotian Li, Xiangwen Zhong, Guoyang Liu, Weidong Zhou · 2024 · International Journal of Neural Systems
  10. Automated video‐based detection of nocturnal motor seizures in children
    Anouk van Westrhenen, George H. Petkov, Stiliyan Kalitzin, R.H.C. Lazeron, Roland D. Thijs · 2020 · Epilepsia
  11. Heart rate variability analysis for the identification of the preictal interval in patients with drug-resistant epilepsy
    Adriana Leal, Mauro F. Pinto, Fábio Lopes, Anna Maria Bianchi, Jorge M. O. Henriques, M.G. Ruano, P. Carvalho, António Dourado, César Teixeira · 2021 · Scientific Reports
  12. EEG-Brain Activity Monitoring and Predictive Analysis of Signals Using Artificial Neural Networks
    Raluca Maria Aileni, Sever Pasca, Adriana Florescu · 2020 · Sensors
  13. Psychiatric neurosurgery in the 21st century: overview and the growth of deep brain stimulation
    Kenneth Barrett · 2017 · BJPsych Bulletin
  14. Skin Conductance as an In Situ Marker for Emotional Arousal in Children with Neurodevelopmental Communication Impairments
    Mariana Aparicio Betancourt, Laura Segebart DeThorne, Karrie G. Karahalios, Jennifer G. Kim · 2017 · ACM Transactions on Accessible Computing
  15. Status epilepticus prevention, ambulatory monitoring, early seizure detection and prediction in at-risk patients
    Marta Amengual‐Gual, Adriana Ulate-Campos, Tobias Loddenkemper · 2018 · Seizure
  16. Dog alerting and/or responding to epileptic seizures: A scoping review
    Amélie Catala, Hugo Cousillas, Martine Hausberger, Marine Grandgeorge · 2018 · PLoS ONE
  17. Neural stimulation systems for the control of refractory epilepsy: a review
    Matthew D. Bigelow, Abbas Z. Kouzani · 2019 · Journal of NeuroEngineering and Rehabilitation
  18. Survey on Feature Extraction and Applications of Biosignals
    Akara Supratak, Chao Wu, Hao Dong, Kai Sun, Yike Guo · 2016 · Lecture notes in computer science
  19. Band-sensitive seizure onset detection via CSP-enhanced EEG features
    Marwa Qaraqe, Muhammad Ismail, Erchin Serpedin · 2015 · Epilepsy & Behavior
  20. Comparative sensitivity of quantitative EEG (QEEG) spectrograms for detecting seizure subtypes
    Ajay Goenka, Alexis D. Boro, Elissa G. Yozawitz · 2018 · Seizure
  21. Day and night comfort and stability on the body of four wearable devices for seizure detection: A direct user-experience
    Elisa Bruno, Andrea Biondi, Sebastian Böttcher, Simon Lees, Andreas Schulze‐Bonhage, Mark Philip Richardson · 2020 · Epilepsy & Behavior
  22. Behavioral state classification in epileptic brain using intracranial electrophysiology
    Václav Křemen, Juliano J. Duque, Benjamin H. Brinkmann, Brent M Berry, Michał Tomasz Kucewicz, Fatemeh Khadjevand, Jamie J. Van Gompel, Matt Stead, Erik K. St. Louis, Gregory A. Worrell · 2017 · Journal of Neural Engineering
  23. The Challenging Path to Developing a Mobile Health Device for Epilepsy: The Current Landscape and Where We Go From Here
    Hubbard, Ilona, Beniczky, Sandor, Ryvlin, Philippe · 2021 · Frontiers in Neurology
  24. Seizure prediction and intervention
    Christian Meisel, Tobias Loddenkemper · 2019 · Neuropharmacology
  25. Epilepsy Classification for Mining Deeper Relationships between EEG Channels based on GCN
    Chen, Xin, Zheng, Yuanjie, Niu, Yi, Li, Chengiiang · 2020 · 2020 International Conference on Computer Vision, Image and Deep Learning (CVIDL)
  26. Predictability of uncontrollable multifocal seizures – towards new treatment options
    Klaus Lehnertz, Henning Dickten, Stephan Porz, Christoph Helmstaedter, Christian Erich Elger · 2016 · Scientific Reports
  27. The performance evaluation of the state-of-the-art EEG-based seizure prediction models
    Zhe Ren, Xiong Han, Bin Wang · 2022 · Frontiers in Neurology
  28. Optimal training dataset composition for SVM-based, age-independent, automated epileptic seizure detection
    Jan Guy Bogaarts, Erik D. Gommer, Danny M. W. Hilkman, Vivianne H.J.M. van Kranen-Mastenbroek, J. P. H. Reulen · 2016 · Medical & Biological Engineering & Computing
  29. Robust closed-loop control of spike-and-wave discharges in a thalamocortical computational model of absence epilepsy
    Yafang Ge, Yuzhen Cao, Guosheng Yi, Chunxiao Han, Yingmei Qin, Jiang Wang, Yanqiu Che · 2019 · Scientific Reports
  30. Seizure detection devices: A survey of needs and preferences of patients and caregivers
    Tamara Herrera Fortin, Elie Bou Assi, Marie‐Pierre Gagnon, Dang Khoa Nguyen · 2020 · Epilepsy & Behavior
  31. Improved Patient-Independent System for Detection of Electrical Onset of Seizures
    Sridevi Veerasingam, M. Ramasubba Reddy, Kannan Srinivasan, Kurupath Radhakrishnan, Chaturbhuj Rathore, Dinesh S. Nayak · 2018 · Journal of Clinical Neurophysiology
  32. Epileptic seizure detection in EEG signals via an enhanced hybrid CNN with an integrated attention mechanism
    Sakorn Mekruksavanich, Wikanda Phaphan, Anuchit Jitpattanakul · 2024 · Mathematical Biosciences & Engineering
  33. Epileptic Seizure Detection with Log-Euclidean Gaussian Kernel-Based Sparse Representation
    Shasha Yuan, Weidong Zhou, Qi Wu, Yanli Zhang · 2016 · International Journal of Neural Systems
  34. Prediction of secondary generalization from a focal onset seizure in intracerebral EEG
    P. A. Karthick, Hideaki Tanaka, Hui Ming Khoo, Jean Gotman · 2018 · Clinical Neurophysiology
  35. Automated unsupervised behavioral state classification using intracranial electrophysiology
    Václav Křemen, Benjamin H. Brinkmann, Jamie J. Van Gompel, Matt Stead, Erik K. St. Louis, Gregory A. Worrell · 2018 · Journal of Neural Engineering
  36. Cloud computing for seizure detection in implanted neural devices
    Steven N. Baldassano, Xuelong Zhao, Benjamin H. Brinkmann, Václav Křemen, John M. Bernabei, Mark James Cook, Timothy Denison, Gregory A. Worrell, Brian Litt · 2018 · Journal of Neural Engineering
  37. Optimal Selection of Customized Features for Implementing Seizure Detection in Wearable Electroencephalography Sensor
    Zhen Jiang, Wenshan Zhao · 2020 · IEEE Sensors Journal
  38. Remote and Long-Term Self-Monitoring of Electroencephalographic and Noninvasive Measurable Variables at Home in Patients With Epilepsy (EEG@HOME): Protocol for an Observational Study
    Andrea Biondi, Petroula Laiou, Elisa Bruno, Pedro F. Viana, Martijn Schreuder, William L. Hart, Ewan Scott Nurse, Deb K. Pal, Mark Philip Richardson · 2020 · JMIR Research Protocols
  39. Epileptic Seizure Detection Using Brain-Rhythmic Recurrence Biomarkers and ONASNet-Based Transfer Learning
    Zhenxi Song, Bin Deng, Jiang Wang, Guosheng Yi, Wei Yue · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
  40. Seizure detection: do current devices work? And when can they be useful?
    Xiuhe Zhao, Samden D. Lhatoo · 2018 · Current Neurology and Neuroscience Reports
  41. Electroencephalography (EEG)-based epileptic seizure prediction using entropy and K-nearest neighbor (KNN)
    Sutrisno Ibrahim, R. Djemal, A. Alsuwailem, Sofien Gannouni · 2017 · Communications in Science and Technology
  42. Strategies for non‐ EEG seizure detection and timing for alerting and interventions with tonic–clonic seizures
    Erie G. Gutierrez, Nathan E. Crone, Joon Y. Kang, Yaretson I. Carmenate, Gregory L. Krauss · 2018 · Epilepsia
  43. Traceability and dynamical resistance of precursor of extreme events
    Thorsten Rings, Mahmood Mazarei, Amin Akhshi, Christian Geier, Mohammad Reza Rahimi Tabar, Klaus Lehnertz · 2019 · Scientific Reports
  44. A Model-Agnostic Approach to Quantifying the Informativeness of Explanation Methods for Time Series Classification
    Thu Trang Nguyen, Thach Le Nguyen, Georgiana Ifrim · 2020 · Lecture notes in computer science
  45. An Intracortical Implantable Brain-Computer Interface for Telemetric Real-Time Recording and Manipulation of Neuronal Circuits for Closed-Loop Intervention
    Hamed Zaer, Ashlesha Deshmukh, Dariusz Orłowski, Wei Fan, Pierre-Hugues Prouvot, Andreas Nørgaard Glud, Morten Bjørn Jensen, Esben Schjødt Worm, Slávka Lukacova, Trine Werenberg Mikkelsen et al. · 2021 · Frontiers in Human Neuroscience
  46. Digital tools for epilepsy: Opportunities and barriers
    John Hixson, Lana Braverman · 2019 · Epilepsy Research
  47. Classification of Normal, Ictal and Inter-ictal EEG via Direct Quadrature and Random Forest Tree
    Enas Abdulhay, Maha Alafeef, Arwa W. Abdelhay, Areen K. Al‐Bashir · 2017 · Journal of Medical and Biological Engineering
  48. Machine learning approach to detect focal-onset seizures in the human anterior nucleus of the thalamus
    Emília Tóth, S. Sachin Kumar, Ganne Chaitanya, Kristen Owen Riley, Karthi Balasubramanian, Sandipan Bankim Behari Pati · 2020 · Journal of Neural Engineering
  49. Non-Invasive Brain Sensing Technologies for Modulation of Neurological Disorders
    Salman Alfihed, Majed A. Majrashi, Muhammad Ansary, Naif Alshamrani, Shahad H. Albrahim, Abdulrahman Alsolami, Hala A. Alamari, Adnan Zaman, Dhaifallah Almutairi, Abdulaziz Kurdi et al. · 2024 · Biosensors
  50. Automatic Seizure Detection Based on Nonlinear Dynamical Analysis of EEG Signals and Mutual Information
    Behnaz Akbarian, Abbas Erfanian · 2018 · Basic and Clinical Neuroscience Journal
  51. Dealing with the storm: An overview of seizure precipitants and spontaneous seizure worsening in drug-resistant epilepsy
    Emanuele Bartolini, Josemir W. A. S. Sander · 2019 · Epilepsy & Behavior
  52. Feasibility of cardiac‐based seizure detection and prediction: A systematic review of non‐invasive wearable sensor‐based studies
    Eryse Amira Seth, Jessica Watterson, Jue Xie, Alina Arulsamy, Hadri Hadi Md Yusof, Irma Wati Ngadimon, Ching Soong Khoo, Amudha Kadirvelu, Mohd. Farooq Shaikh · 2023 · Epilepsia Open
  53. Value of video monitoring for nocturnal seizure detection in a residential setting
    Marije van der Lende, Fieke M. E. Cox, Gerhard H. Visser, Josemir W. A. S. Sander, Roland D. Thijs · 2016 · Epilepsia
  54. A Review of EEG Signal Analysis for Diagnosis of Neurological Disorders using Machine Learning
    Vandana Joshi, Nirali R. Nanavati · 2021 · Journal of Biomedical Photonics & Engineering
  55. Improved epileptic seizure detection combining dynamic feature normalization with EEG novelty detection
    Jan Guy Bogaarts, Danny M. W. Hilkman, Erik D. Gommer, Vivianne H.J.M. van Kranen-Mastenbroek, J. P. H. Reulen · 2016 · Medical & Biological Engineering & Computing
  56. Seizure detection using EEG: A survey of different techniques
    Muhammad Zubair Ahmad, Maryam Saeed, Sajid Saleem, Awais M. Kamboh · 2016 · International Conference on Emerging Technologies
  57. Classification of ictal and interictal EEG using RMS frequency, dominant frequency, root mean instantaneous frequency square and their parameters ratio
    Arindam Gajendra Mahapatra, Keiichi Horio · 2018 · Biomedical Signal Processing and Control
  58. Multivariate time-series analysis and diffusion maps
    Wenzhao Lian, Ronen Talmon, Hitten P. Zaveri, Lawrence Carin, Ronald R. Coifman · 2015 · Signal Processing
  59. Seizure pattern-specific epileptic epoch detection in patients with intellectual disability
    Lei Wang, Johan B. A. M. Arends, Xi Long, Pierre J. M. Cluitmans, Johannes P. van Dijk · 2017 · Biomedical Signal Processing and Control
  60. A systematic review of cross-patient approaches for EEG epileptic seizure prediction
    Sina Shafiezadeh, Gian Marco Duma, Marco Pozza, Alberto Testolin · 2024 · Journal of Neural Engineering
  61. New feature extraction for automated detection of epileptic seizure using complex network framework
    Supriya Supriya, Siuly Siuly, Hua Wang, Yanchun Zhang · 2021 · Applied Acoustics
  62. Weak self-supervised learning for seizure forecasting: a feasibility study
    Yikai Yang, Nhan Duy Truong, Jason K. Eshraghian, Armin Nikpour, Omid Kavehei · 2022 · Royal Society Open Science
  63. Deep Learning Approaches for Automated Seizure Detection from Scalp Electroencephalograms
    Meysam Golmohammadi, Vinit Shah, Iyad Obeid A, Joseph Picone · 2020 · Springer eBooks
  64. Seizure detection and neuromodulation: A summary of data presented at the XIII conference on new antiepileptic drug and devices (EILAT XIII)
    Meir Bialer, Svein Ivar Johannessen, René H. Levy, Emilio Perucca, Torbjörn Tomson, H. Steve White, Matthias J. Koepp · 2017 · Epilepsy Research
  65. Heart rate variability in neonatal patients with seizures
    Rosario Statello, Luca Carnevali, Davide Alinovi, Francesco Pisani, Andrea Sgoifo · 2018 · Clinical Neurophysiology
  66. Automatic prediction of epileptic seizure using hybrid deep ResNet-LSTM model
    Yajuvendra Pratap Singh, Daya Krishan Lobiyal · 2023 · AI Communications
  67. Regularity and Matching Pursuit feature extraction for the detection of epileptic seizures
    Emigdio Z-Flores, Leonardo Trujillo, Arturo Sotelo, Pierrick Legrand, Luis N. Coria · 2016 · Journal of Neuroscience Methods
  68. Closed-loop feedback control and bifurcation analysis of epileptiform activity via optogenetic stimulation in a mathematical model of human cortex
    Prashanth Selvaraj, JAMIE W. SLEIGH, Heidi E. Kirsch, Andrew J. Szeri · 2016 · Physical review. E
  69. Automated detection of the preseizure state in EEG signal using neural networks
    C. Sudalaimani, N. Sivakumaran, Thomas Elizabeth, Valsalam S. Rominus · 2018 · Journal of Applied Biomedicine
  70. ForeSeiz: An IoMT based headband for Real-time epileptic seizure forecasting
    Banu Priya Prathaban, Рамачандран Баласубраманиан, R. Kalpana · 2021 · Expert Systems with Applications
  71. PredictMed-epilepsy: A multi-agent based system for epilepsy detection and prediction in neuropediatrics
    Carlo Mario Bertoncelli, Stefania Costantini, Fabio Persia, Domenico Bertoncelli, Daniela D’Auria · 2023 · Computer Methods and Programs in Biomedicine
  72. Seizure onset predicts its type
    Cristian Donos, Mihai Dragoş Mălîia, Matthias Dümpelmann, Andreas Schulze‐Bonhage · 2018 · Epilepsia
  73. Complex network based models of ECoG signals for detection of induced epileptic seizures in rats
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  74. Seizure Detection Algorithms in Critically Ill Children: A Comparative Evaluation
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  75. Low Frequency Electrical Stimulation Either Prior to Or after Rapid Kindling Stimulation Inhibits the Kindling-Induced Epileptogenesis
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  76. A new soft material based in-the-ear EEG recording technique
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  77. The essence of the first 2.5 h in the treatment of generalized convulsive status epilepticus
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  78. Improving staff response to seizures on the epilepsy monitoring unit with online EEG seizure detection algorithms
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  80. On the clinical acceptance of black‐box systems for EEG seizure prediction
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  82. Algorithm for automatic detection of spontaneous seizures in rats with post-traumatic epilepsy
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  84. Pattern Recognition in Epileptic EEG Signals via Dynamic Mode Decomposition
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    El Atrache, Rima, Tamilia, Eleonora, Mohammadpour Touserkani, Fatemeh, Hammond, Sarah, Papadelis, Christos, Kapur, Kush, Jackson, Michele, Bucciarelli, Bethany, Tsuboyama, Melissa, Sarkis, Rani A. et al. · 2020 · Epilepsia
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  96. The Untrained Response of Pet Dogs to Human Epileptic Seizures
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  98. Epileptic Seizure Detection and Prediction Based on Continuous Cerebral Blood Flow Monitoring – a Review
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