Prediction of Epileptic Seizure onset based on EEG signals and learning approaches

Prediction of Epileptic Seizure onset based on EEG signals and learning approaches

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Библиографические подробности
Главные авторы:	Nazim, Tausif, Abid, MD. Bakhtiar, Mamun, Jahid Hasan
Другие авторы:	Parvez, Mohammad Zavid
Формат:	Диссертация
Язык:	en_US
Опубликовано:	Brac University 2021
Предметы:	EEG preictal Epileptic seizures Savitzky-Golay ﬁlter
Online-ссылка:	http://hdl.handle.net/10361/14335

Схожие документы

Pharmacological treatment for epileptic seizures
по: Zohora, Umme Fathima Tuz
Опубликовано: (2024)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
по: Karim, Rezwanul, и др.
Опубликовано: (2019)

Detection of epileptic seizure using Support Vector Machine Classifier - extracted features from EEG signals
по: Amiz, Asef Hassan, и др.
Опубликовано: (2021)

Detection and prediction of epileptic seizure using different machine learning classifiers
по: Crystal, Afnan Ahmed, и др.
Опубликовано: (2023)

Epileptic seizure prediction using bandpass filtering and convolutional neural network
по: Rahman, Tasnia, и др.
Опубликовано: (2022)

An approach to detect epileptic seizure using XAI and machine learning
по: Bijoy, Emam Hasan, и др.
Опубликовано: (2022)

Prediction of Epileptic Seizures using digital signal processing and support vector machine
по: Siddique, Nusayer Masud, и др.
Опубликовано: (2021)

DWT based transformed domain feature extraction approach for epileptic seizure detection
по: Mostafa, Mahajabin, и др.
Опубликовано: (2021)

Predicting epileptic seizure from Electroencephalography (EEG) using hilbert huang transformation and neural network
по: Rahman, Md. Oliur, и др.
Опубликовано: (2015)

Consumer behaviour analysis using EEG signals for Neuromarketing Application
по: Amin, Chowdhury Rabith, и др.
Опубликовано: (2020)

Detection of mind wandering using EEG signals
по: Tasika, Nadia Jebin, и др.
Опубликовано: (2020)

Predicting brain age from EEG signals using machine learning and neural network
по: Pratanu, Abul Mushfique Muslah, и др.
Опубликовано: (2023)

Emotion recognition using EEG signal and deep learning approach
по: Islam, Sayedi Hassan Bin, и др.
Опубликовано: (2019)

Factor analysis of ad liking and prediction of purchase intent through emotionomics
по: Toma, Syeda Tanzina Farhin, и др.
Опубликовано: (2020)

Emotion detection using EEG signals
по: Hossain, Mohammad Adnan
Опубликовано: (2021)

EEG signals analysis for motor imagery brain computer interface
по: Rahman, La z Maruf, и др.
Опубликовано: (2019)

Application of machine learning in attentiveness detection from EEG signal
по: Ridi, Sadia Sobhana, и др.
Опубликовано: (2023)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
по: Uddin, Md.Tousif, и др.
Опубликовано: (2021)

Adaptive filter theory /
по: Haykin, Simon S., 1931-
Опубликовано: (1996)

Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
по: Saquib, Nazmus, и др.
Опубликовано: (2021)

Beyond words: an exploration of free-hand sketches and EEG-based neurobiological signatures to unveil the underlying depression among cancer patients
по: Miami, Anika Tahsin, и др.
Опубликовано: (2023)

Implementing a recommender system for CS undergraduate students using machine learning
по: Tasnuva, Umama Sumlin, и др.
Опубликовано: (2019)

A novel parallel texture feature extraction method using log-gabor filter and singular value decomposition (SVD)
по: Ratul, Md Aminur Rab, и др.
Опубликовано: (2018)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
по: Tanvir, Farhan, и др.
Опубликовано: (2024)

Seizure /
по: Cook, Robin
Опубликовано: (2003)

Effect of affective filters in SLA: beginner level scenario
по: Masud, Fairuz Binte
Опубликовано: (2018)

A review on the use of Ganaxolone in the treatment of Epilepsy
по: Ghosh, Dibbo Protim
Опубликовано: (2024)

The Origins and Onset of the Romanian Holocaust
по: Eaton

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
по: Rahman, Fahim, и др.
Опубликовано: (2021)

Epileptic Disorders

Epileptic Disorders

Epileptic Disorders

Epileptic Disorders

Traffic condition awareness using kalman filter technique with the aid of arduino and matlab embedded system author
Опубликовано: (2018)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
по: Hasan, Anita, и др.
Опубликовано: (2022)

Cognitive efficiency in robot control by Emotiv EPOC
по: Chowdhury, Pritom, и др.
Опубликовано: (2016)

Staircase and escalator detection for visually impaired
по: Zereen, Aniqua Nusrat
Опубликовано: (2017)

Construction and operation of a dispersive laser raman spectrograph using interference filter
по: Abedin, KM, и др.
Опубликовано: (2017)

Detecting navigation challenges for the visually impaired with mobile monitoring of biosignal
по: Islam, Mohammad Waseq ul, и др.
Опубликовано: (2021)

IoT based brain-wave assistive system for paralyzed individuals
по: Monowara, Syeda Maliha, и др.
Опубликовано: (2021)