An efficient approach for binary classification in brain tumor detection using convolutional neural network

An efficient approach for binary classification in brain tumor detection using convolutional neural network

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

Détails bibliographiques
Auteurs principaux:	Islam, MD. Arman, Noshin, Sheikh Araf, Islam, MD. Robiul, Razy, MD. Farhan, Antara, Samiha
Autres auteurs:	Shakil, Arif
Format:	Thèse
Langue:	English
Publié:	Brac University 2023
Sujets:	CNN Brain tumor Data-sets Deep learning sMRI CAD Binary crossentropy Neural networks (Computer science)
Accès en ligne:	http://hdl.handle.net/10361/21881

Documents similaires

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
par: Haque, Hossain MD. Hasibul, et autres
Publié: (2024)

Semantic segmentation of tumor from 3D Structural MRI using U-Net Autoencoder
par: Farzana, Maisha, et autres
Publié: (2021)

Detecting brain tumor using deep neural networks from MRI images
par: Imamuzzaman, A.S.M., et autres
Publié: (2021)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
par: Hasan, M. M. Kamrul, et autres
Publié: (2022)

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

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

Comparison of different CNN architectures for brain tumor detection using fMRI
par: Mashiat, Afsara, et autres
Publié: (2021)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
par: Ashraf, S.M. Nabil, et autres
Publié: (2021)

An Efficient deep learning approach to detect Brain Tumor using MRI images
par: Islam, Annur Tasnim, et autres
Publié: (2022)

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

Brain image fMRI data classification and graphical representation of visual object
par: Tasneem, Nazifa Afroza, et autres
Publié: (2019)

Brain tumor detection with convolutional neural network
par: Galib, Abrar Tahmid, et autres
Publié: (2024)

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

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
par: Hossain, Shah Md. Shakhawath, et autres
Publié: (2024)

Detection and 3D visualization of Brain tumor using deep learning and polynomial interpolation
par: Tuhin, Md. Akram Hossan, et autres
Publié: (2019)

An efficient ML approach to detect brain tumor using MRI images
par: Muktadir, MD. Arafat, et autres
Publié: (2024)

Automatic slice growing method based 3D reconstruction of liver with its vessels
par: Alom, Md. Zahangir, et autres
Publié: (2016)

Deep convolutional GAN-based data augmentation for medical image classification
par: Datta, Joy, et autres
Publié: (2022)

Segmentation based Kidney Tumor Classification using Deep Neural Network
par: Mehedi, Md Humaion Kabir, et autres
Publié: (2022)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
par: Kabir, Azmain, et autres
Publié: (2022)

Automatic brain tumor segmentation using U-ResUNet chain model approach
par: Alam, Mohd Tanjeem, et autres
Publié: (2022)

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

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
par: Farha, Ramisa, et autres
Publié: (2022)

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

X-Ray classification to detect COVID-19 using ensemble model
par: Solaiman, Ishmam Ahmed, et autres
Publié: (2021)

3D Brain image segmentation using 3D tiled convolution neural networks
par: Haque, Md Mahibul, et autres
Publié: (2024)

MEDNET – an approach to facial micro-emotion recognition using pixel binning and local Binary pattern - convolutional neural network
par: Araf, Tashreef Abdullah
Publié: (2024)

Music genre classification with convolutional neural network
par: Chowdhury, Masud, et autres
Publié: (2022)

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

Gender detection from frontal face images
par: Alam, Mirza Mohtashim, et autres
Publié: (2016)

Lambda Calculus with Types
par: Henk Barendregt, Wil Dekkers, Richard Statman
Publié: (2013)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
par: Islam, Md. Tahmidul, et autres
Publié: (2023)

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
par: Al Mamun, Rafsan, et autres
Publié: (2022)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
par: Awwal, Alvina, et autres
Publié: (2021)

Gravitational waves in a magnetized plasma
par: Mofiz, U.A.
Publié: (2010)

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

An Introduction to Gödel's Theorems
par: Peter Smith
Publié: (2013)

The Unicode standard /
Publié: (2003)

Set theory and its applications : annual Boise Extravaganza in Set Theory, 1995--2010, Boise, Idaho /
Publié: (2011)

Nanobubble drug delivery system
par: Chowdhury, Yeasin
Publié: (2024)