Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database

Shih Kai Lin; Isti Qomah; Yu Shan Lin; Her-Ming Chiueh; Chin Yew Lin

doi:10.1109/ISCAS.2018.8351687

Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database

Shih Kai Lin, Isti Qomah, Yu Shan Lin, Her-Ming Chiueh, Chin Yew Lin

Department of Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

Epilepsy is a common neural disorder disease; about 0.5% of the global population has epilepsy [1]. Most patients take antiepileptic drugs to reduce their seizures. Among them, nearly one-third of the patients are drug-resistant epilepsy. The alternative treatment is the resection surgery of removing the epileptogenic zone. However, all above patients will still suffer seizures occasionally, which will influence the patients' quality-of-life, and further introduce danger and inconvenience to patients and people around. This paper presents the design and development of the smart headband for epileptic seizure detection. The headband consists of a fabric headband with flexible print circuit (FPC) inside and fabric electrodes on it. The whole system includes the following circuits: an analog front-end circuitry, an epileptic seizure detection tag (ESDT), and a Bluetooth Low Power (BLE) chip. The result of designed circuits yields a compact and low-power design of smart headband for epileptic seizure detection which is suitable for wearable usage. The epileptic seizure detection algorithm is validated by Children's Hospital Boston-MIT (CHB-MIT) EEG database [2].

Original language	English
Title of host publication	2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538648810
DOIs	https://doi.org/10.1109/ISCAS.2018.8351687
State	Published - 26 Apr 2018
Event	2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Florence, Italy Duration: 27 May 2018 → 30 May 2018

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
Volume	2018-May
ISSN (Print)	0271-4310

Conference

Conference	2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018
Country/Territory	Italy
City	Florence
Period	27/05/18 → 30/05/18

Keywords

Bluetooth
Epileptic Seizure Detection Tag
Smart Headband
System-on-Chip
Wearable
Wireless Transmission

Access to Document

10.1109/ISCAS.2018.8351687

Cite this

Lin, S. K., Qomah, I., Lin, Y. S., Chiueh, H-M., & Lin, C. Y. (2018). Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database. In 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings [8351687] (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 2018-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCAS.2018.8351687

Lin, Shih Kai ; Qomah, Isti ; Lin, Yu Shan et al. / Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database. 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. (Proceedings - IEEE International Symposium on Circuits and Systems).

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title = "Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database",

abstract = "Epilepsy is a common neural disorder disease; about 0.5% of the global population has epilepsy [1]. Most patients take antiepileptic drugs to reduce their seizures. Among them, nearly one-third of the patients are drug-resistant epilepsy. The alternative treatment is the resection surgery of removing the epileptogenic zone. However, all above patients will still suffer seizures occasionally, which will influence the patients' quality-of-life, and further introduce danger and inconvenience to patients and people around. This paper presents the design and development of the smart headband for epileptic seizure detection. The headband consists of a fabric headband with flexible print circuit (FPC) inside and fabric electrodes on it. The whole system includes the following circuits: an analog front-end circuitry, an epileptic seizure detection tag (ESDT), and a Bluetooth Low Power (BLE) chip. The result of designed circuits yields a compact and low-power design of smart headband for epileptic seizure detection which is suitable for wearable usage. The epileptic seizure detection algorithm is validated by Children's Hospital Boston-MIT (CHB-MIT) EEG database [2].",

keywords = "Bluetooth, Epileptic Seizure Detection Tag, Smart Headband, System-on-Chip, Wearable, Wireless Transmission",

author = "Lin, {Shih Kai} and Isti Qomah and Lin, {Yu Shan} and Her-Ming Chiueh and Lin, {Chin Yew}",

year = "2018",

month = apr,

day = "26",

doi = "10.1109/ISCAS.2018.8351687",

language = "English",

series = "Proceedings - IEEE International Symposium on Circuits and Systems",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Lin, SK, Qomah, I, Lin, YS, Chiueh, H-M & Lin, CY 2018, Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database. in 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings., 8351687, Proceedings - IEEE International Symposium on Circuits and Systems, vol. 2018-May, Institute of Electrical and Electronics Engineers Inc., 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018, Florence, Italy, 27/05/18. https://doi.org/10.1109/ISCAS.2018.8351687

Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database. / Lin, Shih Kai; Qomah, Isti; Lin, Yu Shan et al.

2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. 8351687 (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database

AU - Lin, Shih Kai

AU - Qomah, Isti

AU - Lin, Yu Shan

AU - Chiueh, Her-Ming

AU - Lin, Chin Yew

PY - 2018/4/26

Y1 - 2018/4/26

N2 - Epilepsy is a common neural disorder disease; about 0.5% of the global population has epilepsy [1]. Most patients take antiepileptic drugs to reduce their seizures. Among them, nearly one-third of the patients are drug-resistant epilepsy. The alternative treatment is the resection surgery of removing the epileptogenic zone. However, all above patients will still suffer seizures occasionally, which will influence the patients' quality-of-life, and further introduce danger and inconvenience to patients and people around. This paper presents the design and development of the smart headband for epileptic seizure detection. The headband consists of a fabric headband with flexible print circuit (FPC) inside and fabric electrodes on it. The whole system includes the following circuits: an analog front-end circuitry, an epileptic seizure detection tag (ESDT), and a Bluetooth Low Power (BLE) chip. The result of designed circuits yields a compact and low-power design of smart headband for epileptic seizure detection which is suitable for wearable usage. The epileptic seizure detection algorithm is validated by Children's Hospital Boston-MIT (CHB-MIT) EEG database [2].

AB - Epilepsy is a common neural disorder disease; about 0.5% of the global population has epilepsy [1]. Most patients take antiepileptic drugs to reduce their seizures. Among them, nearly one-third of the patients are drug-resistant epilepsy. The alternative treatment is the resection surgery of removing the epileptogenic zone. However, all above patients will still suffer seizures occasionally, which will influence the patients' quality-of-life, and further introduce danger and inconvenience to patients and people around. This paper presents the design and development of the smart headband for epileptic seizure detection. The headband consists of a fabric headband with flexible print circuit (FPC) inside and fabric electrodes on it. The whole system includes the following circuits: an analog front-end circuitry, an epileptic seizure detection tag (ESDT), and a Bluetooth Low Power (BLE) chip. The result of designed circuits yields a compact and low-power design of smart headband for epileptic seizure detection which is suitable for wearable usage. The epileptic seizure detection algorithm is validated by Children's Hospital Boston-MIT (CHB-MIT) EEG database [2].

KW - Bluetooth

KW - Epileptic Seizure Detection Tag

KW - Smart Headband

KW - System-on-Chip

KW - Wearable

KW - Wireless Transmission

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U2 - 10.1109/ISCAS.2018.8351687

DO - 10.1109/ISCAS.2018.8351687

M3 - Conference contribution

AN - SCOPUS:85057098748

T3 - Proceedings - IEEE International Symposium on Circuits and Systems

BT - 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 27 May 2018 through 30 May 2018

ER -

Lin SK, Qomah I, Lin YS, Chiueh H-M, Lin CY. Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database. In 2018 IEEE International Symposium on Circuits and Systems, ISCAS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2018. 8351687. (Proceedings - IEEE International Symposium on Circuits and Systems). doi: 10.1109/ISCAS.2018.8351687

Design and Implementation of a Smart Headband for Epileptic Seizure Detection and Its Verification Using Clinical Database

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