In-depth analysis of deep learning architectures for brain tumor classification in MRI scans

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Podrobná bibliografie
Hlavní autoři:	Haque, Hossain MD. Hasibul, Apon, MD. Sayeed Arefin, Chowdhury, Dhrubo Rashid, Imtiaz, Shahriar Islam, Mahi, Nishat Tasnim
Další autoři:	Karim, Dewan Ziaul
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2024
Témata:	Brain tumor CNN MRI Diagnosis Deep learning. Magnetic resonance imaging. Brain tumors > Diagnosis.
On-line přístup:	http://hdl.handle.net/10361/24166

Podobné jednotky

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

Detecting brain tumor using deep neural networks from MRI images
Autor: Imamuzzaman, A.S.M., a další
Vydáno: (2021)

An efficient ML approach to detect brain tumor using MRI images
Autor: Muktadir, MD. Arafat, a další
Vydáno: (2024)

Semantic segmentation of tumor from 3D Structural MRI using U-Net Autoencoder
Autor: Farzana, Maisha, a další
Vydáno: (2021)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
Autor: Hossain, Shah Md. Shakhawath, a další
Vydáno: (2024)

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

An efficient approach for binary classification in brain tumor detection using convolutional neural network
Autor: Islam, MD. Arman, a další
Vydáno: (2023)

Comparison of different CNN architectures for brain tumor detection using fMRI
Autor: Mashiat, Afsara, a další
Vydáno: (2021)

An Efficient deep learning approach to detect Brain Tumor using MRI images
Autor: Islam, Annur Tasnim, a další
Vydáno: (2022)

Improvisation of Magnetic Resonance Imaging (MRI) with development and feasible evaluation of fiber optic sensors: a survey
Autor: Shabnam, Farzana, a další
Vydáno: (2018)

Brain image fMRI data classification and graphical representation of visual object
Autor: Tasneem, Nazifa Afroza, a další
Vydáno: (2019)

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

Detection and 3D visualization of Brain tumor using deep learning and polynomial interpolation
Autor: Tuhin, Md. Akram Hossan, a další
Vydáno: (2019)

Application of deep learning in MRI classification of Schizophrenia
Autor: Joyee, Ramisa Fariha, a další
Vydáno: (2024)

Applying tDCS over the dominant Hemisphere to observe event-related Desynchronization
Autor: Khan, Akif Ahmed, a další
Vydáno: (2020)

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

Nanotechnology advancement in the field of curing cancer
Autor: Nayon, MD.Khalid Mahmud
Vydáno: (2024)

Brain-Gain in Bangladesh: What makes it possible?
Autor: Rahman, Shahidur
Vydáno: (2016)

Automatic brain tumor segmentation using U-ResUNet chain model approach
Autor: Alam, Mohd Tanjeem, a další
Vydáno: (2022)

Decipherable classification of glaucoma using deep neural network leveraging XAI
Autor: Chayan, Touhidul Islam, a další
Vydáno: (2023)

Segmentation based Kidney Tumor Classification using Deep Neural Network
Autor: Mehedi, Md Humaion Kabir, a další
Vydáno: (2022)

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
Autor: Farha, Ramisa, a další
Vydáno: (2022)

Nanomaterials for diagnosis and treatment of brain cancer
Autor: Tonny, Tamanna Shahrin
Vydáno: (2024)

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

The long road to Stockholm
Autor: Mansfield, P.

Nanobubble drug delivery system
Autor: Chowdhury, Yeasin
Vydáno: (2024)

Pediatric traumatic brain injury /
Autor: Snow, Jeffrey H.
Vydáno: (1994)

3D Brain image segmentation using 3D tiled convolution neural networks
Autor: Haque, Md Mahibul, a další
Vydáno: (2024)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
Autor: Mahbub, Riasat, a další
Vydáno: (2022)

Comparative analysis of neural network Models for peripheral blood cell image classification
Autor: Mollah, Md Tanzid, a další
Vydáno: (2024)

Glymphatic system: a pathway for managing endogenous metabolites in CNS
Autor: Tasneem, Sadia
Vydáno: (2021)

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

Brain tumor detection with convolutional neural network
Autor: Galib, Abrar Tahmid, a další
Vydáno: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
Autor: Ahmed, Kazi sabab, a další
Vydáno: (2022)

Lung cancer detection and classification using machine learning
Autor: Arefin, Mahbubul, a další
Vydáno: (2023)

Detection of multiple sclerosis using deep learning
Autor: Jannat, Sabila Al, a další
Vydáno: (2021)

A review: combination of photon emission & genome engineering in brain stimulation
Autor: Audithi, Atiya Sunjida
Vydáno: (2024)

Bacterial identification of the vaginal micro biota and presence of pathogens causing bacterial vaginosis during pregnancy in Bangladeshi women
Autor: Hasan, Md Mahmud, a další
Vydáno: (2022)

A literature review on the efficacy of test kits for COVID-19
Autor: Sajid, Saiara Sajita
Vydáno: (2022)

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