Seizure detection, seizure prediction, and closed-loop warning systems in epilepsy.
Identifieur interne : 001421 ( Main/Exploration ); précédent : 001420; suivant : 001422Seizure detection, seizure prediction, and closed-loop warning systems in epilepsy.
Auteurs : Sriram Ramgopal [États-Unis] ; Sigride Thome-Souza [Brésil] ; Michele Jackson [États-Unis] ; Navah Ester Kadish [Allemagne] ; Iván Sánchez Fernández [États-Unis] ; Jacquelyn Klehm [États-Unis] ; William Bosl [États-Unis] ; Claus Reinsberger [Allemagne] ; Steven Schachter [États-Unis] ; Tobias Loddenkemper [États-Unis]Source :
- Epilepsy & behavior : E&B [ 1525-5069 ] ; 2014.
Descripteurs français
- KwdFr :
- MESH :
English descriptors
- KwdEn :
- MESH :
- diagnosis : Epilepsy, Seizures.
- methods : Electrocardiography, Electroencephalography.
- Adolescent, Algorithms, Child, Child, Preschool, Humans, Markov Chains, Motion, Predictive Value of Tests, Scalp, Sensitivity and Specificity.
Abstract
Nearly one-third of patients with epilepsy continue to have seizures despite optimal medication management. Systems employed to detect seizures may have the potential to improve outcomes in these patients by allowing more tailored therapies and might, additionally, have a role in accident and SUDEP prevention. Automated seizure detection and prediction require algorithms which employ feature computation and subsequent classification. Over the last few decades, methods have been developed to detect seizures utilizing scalp and intracranial EEG, electrocardiography, accelerometry and motion sensors, electrodermal activity, and audio/video captures. To date, it is unclear which combination of detection technologies yields the best results, and approaches may ultimately need to be individualized. This review presents an overview of seizure detection and related prediction methods and discusses their potential uses in closed-loop warning systems in epilepsy.
DOI: 10.1016/j.yebeh.2014.06.023
PubMed: 25174001
Affiliations:
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Department of Neuropediatrics and Department of Medical Psychology and Medical Sociology, University Medical Center Schleswig-Holstein, Christian-Albrechts-University, Kiel, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA; Department of Neuropediatrics and Department of Medical Psychology and Medical Sociology, University Medical Center Schleswig-Holstein, Christian-Albrechts-University, Kiel</wicri:regionArea><placeName><region type="land" nuts="2">Schleswig-Holstein</region><settlement type="city">Kiel</settlement></placeName></affiliation></author><author><name sortKey="Sanchez Fernandez, Ivan" sort="Sanchez Fernandez, Ivan" uniqKey="Sanchez Fernandez I" first="Iván" last="Sánchez Fernández">Iván Sánchez Fernández</name><affiliation wicri:level="2"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Klehm, Jacquelyn" sort="Klehm, Jacquelyn" uniqKey="Klehm J" first="Jacquelyn" last="Klehm">Jacquelyn Klehm</name><affiliation wicri:level="2"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Bosl, William" sort="Bosl, William" uniqKey="Bosl W" first="William" last="Bosl">William Bosl</name><affiliation wicri:level="2"><nlm:affiliation>Department of Health Informatics, University of San Francisco School of Nursing and Health Professions, San Francisco, CA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Health Informatics, University of San Francisco School of Nursing and Health Professions, San Francisco, CA</wicri:regionArea><placeName><region type="state">Californie</region></placeName></affiliation></author><author><name sortKey="Reinsberger, Claus" sort="Reinsberger, Claus" uniqKey="Reinsberger C" first="Claus" last="Reinsberger">Claus Reinsberger</name><affiliation wicri:level="1"><nlm:affiliation>Edward B. Bromfield Epilepsy Center, Dept. of Neurology, Brigham and Women's Hospital, Boston, MA, USA; Institute of Sports Medicine, Department of Exercise and Health, Faculty of Science, University of Paderborn, Germany; Institute of Sports Medicine, Faculty of Science, University of Paderborn, Warburger Str. 100, 33098 Paderborn, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Edward B. Bromfield Epilepsy Center, Dept. of Neurology, Brigham and Women's Hospital, Boston, MA, USA; Institute of Sports Medicine, Department of Exercise and Health, Faculty of Science, University of Paderborn, Germany; Institute of Sports Medicine, Faculty of Science, University of Paderborn, Warburger Str. 100, 33098 Paderborn</wicri:regionArea><wicri:noRegion>33098 Paderborn</wicri:noRegion><wicri:noRegion>33098 Paderborn</wicri:noRegion><wicri:noRegion>33098 Paderborn</wicri:noRegion></affiliation></author><author><name sortKey="Schachter, Steven" sort="Schachter, Steven" uniqKey="Schachter S" first="Steven" last="Schachter">Steven Schachter</name><affiliation wicri:level="2"><nlm:affiliation>Department of Neurology, Harvard Medical School, Boston, MA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Neurology, Harvard Medical School, Boston, MA</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Loddenkemper, Tobias" sort="Loddenkemper, Tobias" uniqKey="Loddenkemper T" first="Tobias" last="Loddenkemper">Tobias Loddenkemper</name><affiliation wicri:level="2"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA. 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Department of Pediatrics, Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA; Department of Pediatrics, Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, PA</wicri:regionArea><placeName><region type="state">Pennsylvanie</region></placeName></affiliation></author><author><name sortKey="Thome Souza, Sigride" sort="Thome Souza, Sigride" uniqKey="Thome Souza S" first="Sigride" last="Thome-Souza">Sigride Thome-Souza</name><affiliation wicri:level="1"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA; Psychiatry Department of Clinics Hospital of School of Medicine of University of Sao Paulo, Brazil.</nlm:affiliation><country xml:lang="fr">Brésil</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA; Psychiatry Department of Clinics Hospital of School of Medicine of University of Sao Paulo</wicri:regionArea><wicri:noRegion>USA; Psychiatry Department of Clinics Hospital of School of Medicine of University of Sao Paulo</wicri:noRegion></affiliation></author><author><name sortKey="Jackson, Michele" sort="Jackson, Michele" uniqKey="Jackson M" first="Michele" last="Jackson">Michele Jackson</name><affiliation wicri:level="2"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Kadish, Navah Ester" sort="Kadish, Navah Ester" uniqKey="Kadish N" first="Navah Ester" last="Kadish">Navah Ester Kadish</name><affiliation wicri:level="3"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA; Department of Neuropediatrics and Department of Medical Psychology and Medical Sociology, University Medical Center Schleswig-Holstein, Christian-Albrechts-University, Kiel, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA; Department of Neuropediatrics and Department of Medical Psychology and Medical Sociology, University Medical Center Schleswig-Holstein, Christian-Albrechts-University, Kiel</wicri:regionArea><placeName><region type="land" nuts="2">Schleswig-Holstein</region><settlement type="city">Kiel</settlement></placeName></affiliation></author><author><name sortKey="Sanchez Fernandez, Ivan" sort="Sanchez Fernandez, Ivan" uniqKey="Sanchez Fernandez I" first="Iván" last="Sánchez Fernández">Iván Sánchez Fernández</name><affiliation wicri:level="2"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Klehm, Jacquelyn" sort="Klehm, Jacquelyn" uniqKey="Klehm J" first="Jacquelyn" last="Klehm">Jacquelyn Klehm</name><affiliation wicri:level="2"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Bosl, William" sort="Bosl, William" uniqKey="Bosl W" first="William" last="Bosl">William Bosl</name><affiliation wicri:level="2"><nlm:affiliation>Department of Health Informatics, University of San Francisco School of Nursing and Health Professions, San Francisco, CA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Health Informatics, University of San Francisco School of Nursing and Health Professions, San Francisco, CA</wicri:regionArea><placeName><region type="state">Californie</region></placeName></affiliation></author><author><name sortKey="Reinsberger, Claus" sort="Reinsberger, Claus" uniqKey="Reinsberger C" first="Claus" last="Reinsberger">Claus Reinsberger</name><affiliation wicri:level="1"><nlm:affiliation>Edward B. Bromfield Epilepsy Center, Dept. of Neurology, Brigham and Women's Hospital, Boston, MA, USA; Institute of Sports Medicine, Department of Exercise and Health, Faculty of Science, University of Paderborn, Germany; Institute of Sports Medicine, Faculty of Science, University of Paderborn, Warburger Str. 100, 33098 Paderborn, Germany.</nlm:affiliation><country xml:lang="fr">Allemagne</country><wicri:regionArea>Edward B. Bromfield Epilepsy Center, Dept. of Neurology, Brigham and Women's Hospital, Boston, MA, USA; Institute of Sports Medicine, Department of Exercise and Health, Faculty of Science, University of Paderborn, Germany; Institute of Sports Medicine, Faculty of Science, University of Paderborn, Warburger Str. 100, 33098 Paderborn</wicri:regionArea><wicri:noRegion>33098 Paderborn</wicri:noRegion><wicri:noRegion>33098 Paderborn</wicri:noRegion><wicri:noRegion>33098 Paderborn</wicri:noRegion></affiliation></author><author><name sortKey="Schachter, Steven" sort="Schachter, Steven" uniqKey="Schachter S" first="Steven" last="Schachter">Steven Schachter</name><affiliation wicri:level="2"><nlm:affiliation>Department of Neurology, Harvard Medical School, Boston, MA, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Neurology, Harvard Medical School, Boston, MA</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Loddenkemper, Tobias" sort="Loddenkemper, Tobias" uniqKey="Loddenkemper T" first="Tobias" last="Loddenkemper">Tobias Loddenkemper</name><affiliation wicri:level="2"><nlm:affiliation>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA, USA. Electronic address: tobias.loddenkemper@childrens.harvard.edu.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Division of Epilepsy and Clinical Neurophysiology, Department of Neurology, Boston Children's Hospital, Boston, MA</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author></analytic><series><title level="j">Epilepsy & behavior : E&B</title><idno type="eISSN">1525-5069</idno><imprint><date when="2014" type="published">2014</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Adolescent</term><term>Algorithms</term><term>Child</term><term>Child, Preschool</term><term>Electrocardiography (methods)</term><term>Electroencephalography (methods)</term><term>Epilepsy (diagnosis)</term><term>Humans</term><term>Markov Chains</term><term>Motion</term><term>Predictive Value of Tests</term><term>Scalp</term><term>Seizures (diagnosis)</term><term>Sensitivity and Specificity</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Adolescent</term><term>Algorithmes</term><term>Chaines de Markov</term><term>Crises épileptiques (diagnostic)</term><term>Cuir chevelu</term><term>Déplacement</term><term>Enfant</term><term>Enfant d'âge préscolaire</term><term>Humains</term><term>Sensibilité et spécificité</term><term>Valeur prédictive des tests</term><term>Électrocardiographie ()</term><term>Électroencéphalographie ()</term><term>Épilepsie (diagnostic)</term></keywords><keywords scheme="MESH" qualifier="diagnosis" xml:lang="en"><term>Epilepsy</term><term>Seizures</term></keywords><keywords scheme="MESH" qualifier="diagnostic" xml:lang="fr"><term>Crises épileptiques</term><term>Épilepsie</term></keywords><keywords scheme="MESH" qualifier="methods" xml:lang="en"><term>Electrocardiography</term><term>Electroencephalography</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Adolescent</term><term>Algorithms</term><term>Child</term><term>Child, Preschool</term><term>Humans</term><term>Markov Chains</term><term>Motion</term><term>Predictive Value of Tests</term><term>Scalp</term><term>Sensitivity and Specificity</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Adolescent</term><term>Algorithmes</term><term>Chaines de Markov</term><term>Cuir chevelu</term><term>Déplacement</term><term>Enfant</term><term>Enfant d'âge préscolaire</term><term>Humains</term><term>Sensibilité et spécificité</term><term>Valeur prédictive des tests</term><term>Électrocardiographie</term><term>Électroencéphalographie</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Nearly one-third of patients with epilepsy continue to have seizures despite optimal medication management. Systems employed to detect seizures may have the potential to improve outcomes in these patients by allowing more tailored therapies and might, additionally, have a role in accident and SUDEP prevention. Automated seizure detection and prediction require algorithms which employ feature computation and subsequent classification. Over the last few decades, methods have been developed to detect seizures utilizing scalp and intracranial EEG, electrocardiography, accelerometry and motion sensors, electrodermal activity, and audio/video captures. To date, it is unclear which combination of detection technologies yields the best results, and approaches may ultimately need to be individualized. This review presents an overview of seizure detection and related prediction methods and discusses their potential uses in closed-loop warning systems in epilepsy.</div></front></TEI><affiliations><list><country><li>Allemagne</li><li>Brésil</li><li>États-Unis</li></country><region><li>Californie</li><li>Massachusetts</li><li>Pennsylvanie</li><li>Schleswig-Holstein</li></region><settlement><li>Kiel</li></settlement></list><tree><country name="États-Unis"><region name="Pennsylvanie"><name sortKey="Ramgopal, Sriram" sort="Ramgopal, Sriram" uniqKey="Ramgopal S" first="Sriram" last="Ramgopal">Sriram Ramgopal</name></region><name sortKey="Bosl, William" sort="Bosl, William" uniqKey="Bosl W" first="William" last="Bosl">William Bosl</name><name sortKey="Jackson, Michele" sort="Jackson, Michele" uniqKey="Jackson M" first="Michele" last="Jackson">Michele Jackson</name><name sortKey="Klehm, Jacquelyn" sort="Klehm, Jacquelyn" uniqKey="Klehm J" first="Jacquelyn" last="Klehm">Jacquelyn Klehm</name><name sortKey="Loddenkemper, Tobias" sort="Loddenkemper, Tobias" uniqKey="Loddenkemper T" first="Tobias" last="Loddenkemper">Tobias Loddenkemper</name><name sortKey="Sanchez Fernandez, Ivan" sort="Sanchez Fernandez, Ivan" uniqKey="Sanchez Fernandez I" first="Iván" last="Sánchez Fernández">Iván Sánchez Fernández</name><name sortKey="Schachter, Steven" sort="Schachter, Steven" uniqKey="Schachter S" first="Steven" last="Schachter">Steven Schachter</name></country><country name="Brésil"><noRegion><name sortKey="Thome Souza, Sigride" sort="Thome Souza, Sigride" uniqKey="Thome Souza S" first="Sigride" last="Thome-Souza">Sigride Thome-Souza</name></noRegion></country><country name="Allemagne"><region name="Schleswig-Holstein"><name sortKey="Kadish, Navah Ester" sort="Kadish, Navah Ester" uniqKey="Kadish N" first="Navah Ester" last="Kadish">Navah Ester Kadish</name></region><name sortKey="Reinsberger, Claus" sort="Reinsberger, Claus" uniqKey="Reinsberger C" first="Claus" last="Reinsberger">Claus Reinsberger</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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