Epileptic seizure prediction using bandpass filtering and convolutional neural network

Epileptic seizure prediction using bandpass filtering and convolutional neural network

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Dades bibliogràfiques
Autors principals:	Rahman, Tasnia, Mustaqeem, Nabiha, Priyo, Jannatul Ferdous Binta Kalam, Shahariar, Ahnaf, Sharmin, Shaila
Altres autors:	Parvez, Mohammad Zavid
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2022
Matèries:	Bandpass filter Chronic neurological disorder Convolutional neural network CHB-MIT Scalp EEG Dataset Deep learning Epilepsy Generalized model Prediction Seizure Neural networks (Computer science) Cognitive learning theory (Deep learning)
Accés en línia:	http://hdl.handle.net/10361/17046

Ítems similars

Pharmacological treatment for epileptic seizures
per: Zohora, Umme Fathima Tuz
Publicat: (2024)

Detection and prediction of epileptic seizure using different machine learning classifiers
per: Crystal, Afnan Ahmed, et al.
Publicat: (2023)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
per: Ashraf, S.M. Nabil, et al.
Publicat: (2021)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
per: Karim, Rezwanul, et al.
Publicat: (2019)

Visual object recognition using deep convolutional neural network
per: Ahmed, Sabbir
Publicat: (2017)

Corn leaf disease detection using deep convolution neural network
per: Rabbi, Rawhatur, et al.
Publicat: (2023)

Prediction of Epileptic Seizures using digital signal processing and support vector machine
per: Siddique, Nusayer Masud, et al.
Publicat: (2021)

Detection of handwritten text using convolutional neural network
per: Jasim, Rabib Bin, et al.
Publicat: (2024)

Classification of peripheral blood cell images using deep learning
per: Aadi, Oyshik Ahmed, et al.
Publicat: (2024)

Visual object classification from fMRI data
per: Newaz, Syed Mishar, et al.
Publicat: (2022)

Pneumonia Disease detection using the convolutional neural network
per: Ashrafee, Md. Iftid, et al.
Publicat: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
per: Sakir, Adnan, et al.
Publicat: (2023)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
per: Reza, S. M. Mushfiq, et al.
Publicat: (2024)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
per: Sikder, Shihab Uddin, et al.
Publicat: (2022)

An efficient deep learning approach to detect skin Cancer
per: Islam, Ashfaqul, et al.
Publicat: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
per: Datta, Nirjhor, et al.
Publicat: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
per: Ifty, Md. Hasin Sarwar, et al.
Publicat: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
per: Islam, Md. Farhadul, et al.
Publicat: (2024)

An efficient deep learning approach to detect skin cancer using image data
per: Chowdhury, Yaser Al Rahman, et al.
Publicat: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
per: Ahmed, Kazi sabab, et al.
Publicat: (2022)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
per: Bhuiyan, Abir Ahammed, et al.
Publicat: (2024)

An efficient ML approach to detect brain tumor using MRI images
per: Muktadir, MD. Arafat, et al.
Publicat: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
per: Choudhury, Prionto Kumar, et al.
Publicat: (2024)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
per: Siddique, Labib Ahmed, et al.
Publicat: (2022)

Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
per: Islam, Md. Farhadul, et al.
Publicat: (2024)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
per: Ali, Syed Muaz
Publicat: (2023)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
per: Ferdous, Md.Rubaiat, et al.
Publicat: (2024)

An efficient deep learning approach to classify white blood cells
per: Turja, Afif Ibna Kadir Khan, et al.
Publicat: (2024)

Facial expression recognition: convolutional attentional masking network and ensemble approach
per: Kowsar, Ibna, et al.
Publicat: (2021)

Brain tumor detection with convolutional neural network
per: Galib, Abrar Tahmid, et al.
Publicat: (2024)

Diabetic retinopathy detection and classification by using deep learning
per: Hossain, Shahriar, et al.
Publicat: (2022)

Plant leaf disease identification
per: Hasan Mahin, Mohammad Rakibul, et al.
Publicat: (2024)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
per: Shahriar, Hasan, et al.
Publicat: (2022)

Quantum error correction using quantum convolutional neural network
per: Mishu, Niloy Deb Roy, et al.
Publicat: (2021)

Efficient image processing and machine learning approach for predicting retinal diseases
per: Hasib, Mehadi Hasan, et al.
Publicat: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
per: Kibria, Maharab, et al.
Publicat: (2022)

A comparative performance analysis of accident anticipation with deep learning extractors
per: Mostak, Alfi Mashab, et al.
Publicat: (2023)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
per: Turjo, Aquib Abtahi, et al.
Publicat: (2021)

Detecting Deepfake images using deep convolutional neural network
per: Dhar, Arpita, et al.
Publicat: (2022)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
per: Sagor, Mostofa Kamal, et al.
Publicat: (2021)