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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Rahman, Tasnia, Mustaqeem, Nabiha, Priyo, Jannatul Ferdous Binta Kalam, Shahariar, Ahnaf, Sharmin, Shaila
अन्य लेखक:	Parvez, Mohammad Zavid
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2022
विषय:	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)
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/17046

समान संसाधन

Pharmacological treatment for epileptic seizures
द्वारा: Zohora, Umme Fathima Tuz
प्रकाशित: (2024)

Detection and prediction of epileptic seizure using different machine learning classifiers
द्वारा: Crystal, Afnan Ahmed, और अन्य
प्रकाशित: (2023)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
द्वारा: Ashraf, S.M. Nabil, और अन्य
प्रकाशित: (2021)

Epileptic seizure detection by exploiting EEG signals using different decomposition techniques and machine learning approaches
द्वारा: Karim, Rezwanul, और अन्य
प्रकाशित: (2019)

Visual object recognition using deep convolutional neural network
द्वारा: Ahmed, Sabbir
प्रकाशित: (2017)

Corn leaf disease detection using deep convolution neural network
द्वारा: Rabbi, Rawhatur, और अन्य
प्रकाशित: (2023)

Prediction of Epileptic Seizures using digital signal processing and support vector machine
द्वारा: Siddique, Nusayer Masud, और अन्य
प्रकाशित: (2021)

Detection of handwritten text using convolutional neural network
द्वारा: Jasim, Rabib Bin, और अन्य
प्रकाशित: (2024)

Classification of peripheral blood cell images using deep learning
द्वारा: Aadi, Oyshik Ahmed, और अन्य
प्रकाशित: (2024)

Visual object classification from fMRI data
द्वारा: Newaz, Syed Mishar, और अन्य
प्रकाशित: (2022)

Pneumonia Disease detection using the convolutional neural network
द्वारा: Ashrafee, Md. Iftid, और अन्य
प्रकाशित: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
द्वारा: Sakir, Adnan, और अन्य
प्रकाशित: (2023)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
द्वारा: Reza, S. M. Mushfiq, और अन्य
प्रकाशित: (2024)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
द्वारा: Sikder, Shihab Uddin, और अन्य
प्रकाशित: (2022)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
द्वारा: Datta, Nirjhor, और अन्य
प्रकाशित: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
द्वारा: Ifty, Md. Hasin Sarwar, और अन्य
प्रकाशित: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
द्वारा: Islam, Md. Farhadul, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to detect skin cancer using image data
द्वारा: Chowdhury, Yaser Al Rahman, और अन्य
प्रकाशित: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
द्वारा: Ahmed, Kazi sabab, और अन्य
प्रकाशित: (2022)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
द्वारा: Bhuiyan, Abir Ahammed, और अन्य
प्रकाशित: (2024)

An efficient ML approach to detect brain tumor using MRI images
द्वारा: Muktadir, MD. Arafat, और अन्य
प्रकाशित: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
द्वारा: Choudhury, Prionto Kumar, और अन्य
प्रकाशित: (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
द्वारा: Siddique, Labib Ahmed, और अन्य
प्रकाशित: (2022)

Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
द्वारा: Islam, Md. Farhadul, और अन्य
प्रकाशित: (2024)

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

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
द्वारा: Ferdous, Md.Rubaiat, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to classify white blood cells
द्वारा: Turja, Afif Ibna Kadir Khan, और अन्य
प्रकाशित: (2024)

Facial expression recognition: convolutional attentional masking network and ensemble approach
द्वारा: Kowsar, Ibna, और अन्य
प्रकाशित: (2021)

Brain tumor detection with convolutional neural network
द्वारा: Galib, Abrar Tahmid, और अन्य
प्रकाशित: (2024)

Diabetic retinopathy detection and classification by using deep learning
द्वारा: Hossain, Shahriar, और अन्य
प्रकाशित: (2022)

Plant leaf disease identification
द्वारा: Hasan Mahin, Mohammad Rakibul, और अन्य
प्रकाशित: (2024)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
द्वारा: Shahriar, Hasan, और अन्य
प्रकाशित: (2022)

Quantum error correction using quantum convolutional neural network
द्वारा: Mishu, Niloy Deb Roy, और अन्य
प्रकाशित: (2021)

Efficient image processing and machine learning approach for predicting retinal diseases
द्वारा: Hasib, Mehadi Hasan, और अन्य
प्रकाशित: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
द्वारा: Kibria, Maharab, और अन्य
प्रकाशित: (2022)

A comparative performance analysis of accident anticipation with deep learning extractors
द्वारा: Mostak, Alfi Mashab, और अन्य
प्रकाशित: (2023)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
द्वारा: Turjo, Aquib Abtahi, और अन्य
प्रकाशित: (2021)

Detecting Deepfake images using deep convolutional neural network
द्वारा: Dhar, Arpita, और अन्य
प्रकाशित: (2022)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
द्वारा: Sagor, Mostofa Kamal, और अन्य
प्रकाशित: (2021)