Comparison of different CNN architectures for brain tumor detection using fMRI

Comparison of different CNN architectures for brain tumor detection using fMRI

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

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Mashiat, Afsara, Akhlaque, Reza Rifat, Fariha, Fahmeda Hasan, Patwary, Md Shawkat Hossain
Rannpháirtithe:	Parvez, Mohammad Zavid
Formáid:	Tráchtas
Teanga:	en_US
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	CNN fMRI Tumor Machine learning Deeper architecture Classification
Rochtain ar líne:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14456

Míreanna comhchosúla

Brain image fMRI data classification and graphical representation of visual object
de réir: Tasneem, Nazifa Afroza, et al.
Foilsithe / Cruthaithe: (2019)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
de réir: Neehal, Ahmed Hasin, et al.
Foilsithe / Cruthaithe: (2020)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
de réir: Haque, Hossain MD. Hasibul, et al.
Foilsithe / Cruthaithe: (2024)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
de réir: Tanvir, Farhan, et al.
Foilsithe / Cruthaithe: (2024)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
de réir: Shahriar, Farhan, et al.
Foilsithe / Cruthaithe: (2021)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
de réir: Ashraf, S.M. Nabil, et al.
Foilsithe / Cruthaithe: (2021)

Semantic segmentation of tumor from 3D Structural MRI using U-Net Autoencoder
de réir: Farzana, Maisha, et al.
Foilsithe / Cruthaithe: (2021)

Detecting brain tumor using deep neural networks from MRI images
de réir: Imamuzzaman, A.S.M., et al.
Foilsithe / Cruthaithe: (2021)

An Efficient deep learning approach to detect Brain Tumor using MRI images
de réir: Islam, Annur Tasnim, et al.
Foilsithe / Cruthaithe: (2022)

fMRI
Foilsithe / Cruthaithe: (2013)

Brain tumor segmentation from MRI images using convolutional neural networks
de réir: Khan, Mushfiqur Rahman
Foilsithe / Cruthaithe: (2024)

Visual object classification from fMRI data
de réir: Newaz, Syed Mishar, et al.
Foilsithe / Cruthaithe: (2022)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
de réir: Islam, MD. Arman, et al.
Foilsithe / Cruthaithe: (2023)

An efficient ML approach to detect brain tumor using MRI images
de réir: Muktadir, MD. Arafat, et al.
Foilsithe / Cruthaithe: (2024)

A review on the occurrence of brain tumor in adults and pediatrics and the associated risk factors
de réir: Bhuiya, Nabila
Foilsithe / Cruthaithe: (2023)

Brain tumor detection with convolutional neural network
de réir: Galib, Abrar Tahmid, et al.
Foilsithe / Cruthaithe: (2024)

Pattern of brain tumor among admitted patients in a specialized center of Dhaka city: a cross sectional study
de réir: Tuly, Tangia Islam
Foilsithe / Cruthaithe: (2018)

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
de réir: Farha, Ramisa, et al.
Foilsithe / Cruthaithe: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
de réir: Hasan, M. M. Kamrul, et al.
Foilsithe / Cruthaithe: (2022)

Application of deep learning in MRI classification of Schizophrenia
de réir: Joyee, Ramisa Fariha, et al.
Foilsithe / Cruthaithe: (2024)

Brain tumor detection through image processing
de réir: Azmim, Tahaziba, et al.
Foilsithe / Cruthaithe: (2021)

Autism detection based on MRI images using Deep Learning
de réir: Mostafa, Sadab, et al.
Foilsithe / Cruthaithe: (2023)

Detection and 3D visualization of Brain tumor using deep learning and polynomial interpolation
de réir: Tuhin, Md. Akram Hossan, et al.
Foilsithe / Cruthaithe: (2019)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
de réir: Ali, Syed Muaz
Foilsithe / Cruthaithe: (2023)

Arresting tumor cell proliferation and inhibition of AKT pathway via the use of multikinase inhibitor sorafenib forthe treatment of glioblastoma
de réir: Raju, Md. Ismail
Foilsithe / Cruthaithe: (2022)

Improvisation of Magnetic Resonance Imaging (MRI) with development and feasible evaluation of fiber optic sensors: a survey
de réir: Shabnam, Farzana, et al.
Foilsithe / Cruthaithe: (2018)

Design and implementation of a F-Commerce restaurant application
de réir: Khan, Mushfiquzzaman, et al.
Foilsithe / Cruthaithe: (2018)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
de réir: Hossain, Shah Md. Shakhawath, et al.
Foilsithe / Cruthaithe: (2024)

Memoirs of F.L.I.T.
de réir: Yesmin, Samiya
Foilsithe / Cruthaithe: (2017)

Segmentation based Kidney Tumor Classification using Deep Neural Network
de réir: Mehedi, Md Humaion Kabir, et al.
Foilsithe / Cruthaithe: (2022)

Automatic brain tumor segmentation using U-ResUNet chain model approach
de réir: Alam, Mohd Tanjeem, et al.
Foilsithe / Cruthaithe: (2022)

Pending Issue of design coordination for 1F-3F construction
de réir: Brac University
Foilsithe / Cruthaithe: (2023)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
de réir: Kabir, Azmain, et al.
Foilsithe / Cruthaithe: (2022)

Nanobubble drug delivery system
de réir: Chowdhury, Yeasin
Foilsithe / Cruthaithe: (2024)

Repurposing Albendazole and Mebendazole, an antiparasitic drug in treating colorectal cancer- a review
de réir: Mondal, Shawon
Foilsithe / Cruthaithe: (2023)

Brain Tumor Pathology

Performance comparison of CNN architectures for detecting Malaria diseases
de réir: Rinky, Habiba Karim, et al.
Foilsithe / Cruthaithe: (2021)

MRI in Epilepsy
Foilsithe / Cruthaithe: (2013)

A review on nanoparticles based drug delivery in cancer treatment: advantages & challenges
de réir: Nahar, Kamrun
Foilsithe / Cruthaithe: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
de réir: Ahmed, Kazi sabab, et al.
Foilsithe / Cruthaithe: (2022)