Výsledky vyhľadávania - "seizure detection algorithms"

Seizure Detection Algorithms in Critically Ill Children: A Comparative Evaluation Autor Din, Farah, Lalgudi Ganesan, Saptharishi, Akiyama, Tomoyuki, Stewart, Craig P, Ochi, Ayako, Otsubo, Hiroshi, Go, Cristina, Hahn, Cecil D

“…To evaluate the performance of commercially available seizure detection algorithms in critically ill children…”
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Seizure Detection Algorithms in Critically Ill Children: A Comparative Evaluation Autor Din, Farah, Lalgudi Ganesan, Saptharishi, Akiyama, Tomoyuki, Stewart, Craig P, Ochi, Ayako, Otsubo, Hiroshi, Go, Cristina, Hahn, Cecil D

“…To evaluate the performance of commercially available seizure detection algorithms in critically ill children…”
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Improving staff response to seizures on the epilepsy monitoring unit with online EEG seizure detection algorithms Autor Rommens, Nicole, Geertsema, Evelien, Jansen Holleboom, Lisanne, Cox, Fieke, Visser, Gerhard

“… We ascertained the added value of two electroencephalograph (EEG) seizure detection algorithms in terms of additional detected seizures or faster detection time…”
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Performance Reassessment of a Real-time Seizure-detection Algorithm on Long ECoG Series Autor Osorio, Ivan, Frei, Mark G., Giftakis, Jon, Peters, Tom, Ingram, Jeff, Turnbull, Mary, Herzog, Michele, Rise, Mark T., Schaffner, Scott, Wennberg, Richard A., Walczak, Thaddeus S., Risinger, Michael W., Ajmone‐Marsan, Cosimo

“…‐loop studies to block seizures in humans. Methods: Up to eight electrocorticography (EcoG) channels from 15 subjects were analyzed off…”
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Cloud computing for seizure detection in implanted neural devices Autor Baldassano, Steven, Zhao, Xuelong, Brinkmann, Benjamin, Kremen, Vaclav, Bernabei, John, Cook, Mark, Denison, Timothy, Worrell, Gregory, Litt, Brian

“… While effective, broadly-applicable seizure detection algorithms have recently been published, these methods are too computationally intensive to be directly deployed in an implantable device…”
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Epileptic Seizure Detection by Cascading Isolation Forest-based Anomaly Screening and EasyEnsemble Autor Guo, Yao, Jiang, Xinyu, Tao, Linkai, Meng, Long, Dai, Chenyun, Long, Xi, Wan, Feng, Zhang, Yuan, Van Dijk, Johannes, Aarts, Ronald M., Chen, Wei, Chen, Chen

“… Various EEG-based seizure detection algorithms have already yielded high sensitivity, but training those algorithms requires a large amount of labelled data…”
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Multi-task transformer network for subject-independent iEEG seizure detection Autor Sun, Yulin, Cheng, Longlong, Si, Xiaopeng, He, Runnan, Pereira, Tania, Pang, Meijun, Zhang, Kuo, Song, Xin, Ming, Dong, Liu, Xiuyun

“…Subject-independent seizure detection algorithms are typically grounded in scalp electroencephalogram (EEG…”
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Hardware-Efficient 1D CNN for Patient-Specific Early Seizure Detection Autor Yang, Zhiyu, Koerner, Jamie, O'Leary, Gerard, Valiante, Taufik A., Genov, Roman

“… Seizure detection algorithms implemented on such devices are subject to strict power and area constraints…”
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Towards Automatic Identification of Epileptic Recordings in Long-term EEG Monitoring Autor Kok, Xuen Hoong, Imtiaz, Syed Anas, Rodriguez-Villegas, Esther

“… The process of analyzing EEG is time consuming leading to the development of seizure detection algorithms to aid its analysis…”
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Probing epileptic disorders with lightweight neural network and EEG's intrinsic geometry Autor Song, Zhenxi, Deng, Bin, Zhu, Yulin, Cai, Lihui, Wang, Jiang, Yi, Guosheng

“… Intrinsic geometry of EEG signals could contribute to tracking the recurrence of seizures and probing epileptic disorders, but it is ignored in most deep network-based seizure detection algorithms…”
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Less Parameterization Inception-Based End to End CNN Model for EEG Seizure Detection Autor Shyu, Kuo-Kai, Huang, Szu-Chi, Lee, Lung-Hao, Lee, Po-Lei

“…Many deep-learning-based seizure detection algorithms have achieved good classification, which usually outperformed traditional machine-learning-based algorithms…”
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Time to response and patient visibility during tonic–clonic seizures in the epilepsy monitoring unit Autor Malloy, Kristen, Cardenas, Damon, Blackburn, August, Whitmire, Luke, Cavazos, Jose E.

“… A total of 232 subjects with a history of GTC seizures underwent routine clinical EMU stays…”
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Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices Autor Ingolfsson, Thorir Mar, Cossettini, Andrea, Wang, Xiaying, Tabanelli, Enrico, Tagliavini, Giuseppe, Ryvlin, Philippe, Benini, Luca, Benatti, Simone

“…We present the implementation of seizure detection algorithms based on a minimal number of EEG channels on a parallel ultra-low-power embedded platform…”
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Design and Development of Machine Learning based Expert System for Epileptic Seizure Diagnosis and Classification Process Autor Vats, Tushar, Kumar, Chetan

“… The diverse competencies in the assessment process of seizure detection algorithms are also overwhelming considerations for cognitive patterns…”
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Validation of an EEG seizure detection paradigm optimized for clinical use in a chronically implanted subcutaneous device Autor Bacher, Dan, Amini, Andrew, Friedman, Daniel, Doyle, Werner, Pacia, Steven, Kuzniecky, Ruben

“…•The algorithm obtained a sensitivity 97 %, specificity 93 % and accuracy of 93 %.•A simple seizure detection algorithm using subcutaneous EEG signals is possible…”
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Seizure detection using the wristband accelerometer, gyroscope, and surface electromyogram signals based on in-hospital and out-of-hospital dataset Autor Wang, Guangming, Yan, Hao, Li, Wen, Sheng, Duozheng, Ren, Liankun, Wang, Qun, Zhang, Hua, Zhang, Guojun, Yu, Tao, Wang, Gang

“…•45 inpatients and 30 out-of-hospital healthy subjects were recruited in this experiment and the wristband physiological signals were acquired with a total time of 3367.3 h and 60 GTCS…”
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Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices Autor Thorir Mar Ingolfsson, Cossettini, Andrea, Wang, Xiaying, Tabanelli, Enrico, Tagliavini, Giuseppe, Ryvlin, Philippe, Benini, Luca, Benatti, Simone

“…We present the implementation of seizure detection algorithms based on a minimal number of EEG channels on a parallel ultra-low-power embedded platform…”
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Subcortical (thalamic) automated seizure detection: A new option for contingent therapy delivery Autor Osorio, Ivan, Frei, Mark G., Lozano, Andres M., Wennberg, Richard

“… Thalamic electrical signals were analyzed using a validated seizure detection algorithm, and times of seizure onset and termination were compared to those determined through visual analysis of video‐EEG…”
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Detecting temporal lobe seizures in ultra long-term subcutaneous EEG using algorithm-based data reduction Autor Remvig, Line S., Duun-Henriksen, Jonas, Fürbass, Franz, Hartmann, Manfred, Viana, Pedro F., Kappel Overby, Anne Mette, Weisdorf, Sigge, Richardson, Mark P., Beniczky, Sándor, Kjaer, Troels W.

“…•Ultra long-term subcutaneous EEG offers a novel option for the recording of electrographic epileptic seizures in everyday life.•A semi-automatic seizure…”
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Inter-intra feature for the complementary convolutional neural network in the effective classification of epileptic seizures Autor Bell, T. Beula, Latha, D., Sheela, C. Jaspin Jeba

“…), which can be used in the detection of seizures. This paper proposes an epileptic seizure detection algorithm that uses inter-intra Head-body-tail (HBT) features…”
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