Proposal for patient-specific automatic on-line detection of spike-and-wave discharges utilizing an artificial neural network

Proceedings - 2011 4th International Conference on Biomedical Engineering and Informatics, BMEI 2011

Volumn 2, Issue , 2011, Pages 813-817

  Igasaki, Tomohiko ^a   Higuchi, Taiga ^a   Hayashida, Yuki ^a,b   Murayama, Nobuki ^a   Neshige, Ryuji ^c  

^a KUMAMOTO UNIVERSITY   (Japan)

^b OSAKA UNIVERSITY   (Japan)

^c Neshige Clinic   (Japan)

Author keywords

artificial neural network (ANN); epilepsy; patient specific; spike and wave discharges (SWDs)

Indexed keywords

ARTIFICIAL NEURAL NETWORK; CROSS VALIDATION; EEG SIGNALS; EPILEPSY; EPILEPTIC PATIENTS; FOUR-CHANNEL; LEAVE-ONE-OUT; MAGNETIC STIMULATION; ON-LINE DETECTION; ON-LINE DETECTION SYSTEM; PATIENT-SPECIFIC; POSSIBLE FUTURES; SPIKE-AND-WAVE DISCHARGES (SWDS); WAVE FORMS;

BACKPROPAGATION ALGORITHMS; BIOMEDICAL ENGINEERING; INFORMATION SCIENCE; PATIENT TREATMENT;

NEURAL NETWORKS;

EID: 84855794208     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BMEI.2011.6098487     Document Type: Conference Paper

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