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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Mashiat, Afsara, Akhlaque, Reza Rifat, Fariha, Fahmeda Hasan, Patwary, Md Shawkat Hossain
Άλλοι συγγραφείς:	Parvez, Mohammad Zavid
Μορφή:	Thesis
Γλώσσα:	en_US
Έκδοση:	Brac University 2021
Θέματα:	CNN fMRI Tumor Machine learning Deeper architecture Classification
Διαθέσιμο Online:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14456

Παρόμοια τεκμήρια

Brain image fMRI data classification and graphical representation of visual object
ανά: Tasneem, Nazifa Afroza, κ.ά.
Έκδοση: (2019)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
ανά: Neehal, Ahmed Hasin, κ.ά.
Έκδοση: (2020)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
ανά: Haque, Hossain MD. Hasibul, κ.ά.
Έκδοση: (2024)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
ανά: Tanvir, Farhan, κ.ά.
Έκδοση: (2024)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
ανά: Shahriar, Farhan, κ.ά.
Έκδοση: (2021)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
ανά: Ashraf, S.M. Nabil, κ.ά.
Έκδοση: (2021)

Semantic segmentation of tumor from 3D Structural MRI using U-Net Autoencoder
ανά: Farzana, Maisha, κ.ά.
Έκδοση: (2021)

Detecting brain tumor using deep neural networks from MRI images
ανά: Imamuzzaman, A.S.M., κ.ά.
Έκδοση: (2021)

An Efficient deep learning approach to detect Brain Tumor using MRI images
ανά: Islam, Annur Tasnim, κ.ά.
Έκδοση: (2022)

fMRI
Έκδοση: (2013)

Brain tumor segmentation from MRI images using convolutional neural networks
ανά: Khan, Mushfiqur Rahman
Έκδοση: (2024)

Visual object classification from fMRI data
ανά: Newaz, Syed Mishar, κ.ά.
Έκδοση: (2022)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
ανά: Islam, MD. Arman, κ.ά.
Έκδοση: (2023)

An efficient ML approach to detect brain tumor using MRI images
ανά: Muktadir, MD. Arafat, κ.ά.
Έκδοση: (2024)

A review on the occurrence of brain tumor in adults and pediatrics and the associated risk factors
ανά: Bhuiya, Nabila
Έκδοση: (2023)

Brain tumor detection with convolutional neural network
ανά: Galib, Abrar Tahmid, κ.ά.
Έκδοση: (2024)

Pattern of brain tumor among admitted patients in a specialized center of Dhaka city: a cross sectional study
ανά: Tuly, Tangia Islam
Έκδοση: (2018)

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
ανά: Farha, Ramisa, κ.ά.
Έκδοση: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
ανά: Hasan, M. M. Kamrul, κ.ά.
Έκδοση: (2022)

Application of deep learning in MRI classification of Schizophrenia
ανά: Joyee, Ramisa Fariha, κ.ά.
Έκδοση: (2024)

Brain tumor detection through image processing
ανά: Azmim, Tahaziba, κ.ά.
Έκδοση: (2021)

Autism detection based on MRI images using Deep Learning
ανά: Mostafa, Sadab, κ.ά.
Έκδοση: (2023)

Detection and 3D visualization of Brain tumor using deep learning and polynomial interpolation
ανά: Tuhin, Md. Akram Hossan, κ.ά.
Έκδοση: (2019)

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

Arresting tumor cell proliferation and inhibition of AKT pathway via the use of multikinase inhibitor sorafenib forthe treatment of glioblastoma
ανά: Raju, Md. Ismail
Έκδοση: (2022)

Improvisation of Magnetic Resonance Imaging (MRI) with development and feasible evaluation of fiber optic sensors: a survey
ανά: Shabnam, Farzana, κ.ά.
Έκδοση: (2018)

Design and implementation of a F-Commerce restaurant application
ανά: Khan, Mushfiquzzaman, κ.ά.
Έκδοση: (2018)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
ανά: Hossain, Shah Md. Shakhawath, κ.ά.
Έκδοση: (2024)

Memoirs of F.L.I.T.
ανά: Yesmin, Samiya
Έκδοση: (2017)

Segmentation based Kidney Tumor Classification using Deep Neural Network
ανά: Mehedi, Md Humaion Kabir, κ.ά.
Έκδοση: (2022)

Automatic brain tumor segmentation using U-ResUNet chain model approach
ανά: Alam, Mohd Tanjeem, κ.ά.
Έκδοση: (2022)

Pending Issue of design coordination for 1F-3F construction
ανά: Brac University
Έκδοση: (2023)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
ανά: Kabir, Azmain, κ.ά.
Έκδοση: (2022)

Nanobubble drug delivery system
ανά: Chowdhury, Yeasin
Έκδοση: (2024)

Repurposing Albendazole and Mebendazole, an antiparasitic drug in treating colorectal cancer- a review
ανά: Mondal, Shawon
Έκδοση: (2023)

Brain Tumor Pathology

Performance comparison of CNN architectures for detecting Malaria diseases
ανά: Rinky, Habiba Karim, κ.ά.
Έκδοση: (2021)

MRI in Epilepsy
Έκδοση: (2013)

A review on nanoparticles based drug delivery in cancer treatment: advantages & challenges
ανά: Nahar, Kamrun
Έκδοση: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
ανά: Ahmed, Kazi sabab, κ.ά.
Έκδοση: (2022)