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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Islam, MD. Arman, Noshin, Sheikh Araf, Islam, MD. Robiul, Razy, MD. Farhan, Antara, Samiha
Άλλοι συγγραφείς:	Shakil, Arif
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2023
Θέματα:	CNN Brain tumor Data-sets Deep learning sMRI CAD Binary crossentropy Neural networks (Computer science)
Διαθέσιμο Online:	http://hdl.handle.net/10361/21881

Παρόμοια τεκμήρια

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

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)

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

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

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

Comparison of different CNN architectures for brain tumor detection using fMRI
ανά: Mashiat, Afsara, κ.ά.
Έκδοση: (2021)

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

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

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

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

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

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

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)

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

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

Automatic slice growing method based 3D reconstruction of liver with its vessels
ανά: Alom, Md. Zahangir, κ.ά.
Έκδοση: (2016)

Deep convolutional GAN-based data augmentation for medical image classification
ανά: Datta, Joy, κ.ά.
Έκδοση: (2022)

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

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

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

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)

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

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

X-Ray classification to detect COVID-19 using ensemble model
ανά: Solaiman, Ishmam Ahmed, κ.ά.
Έκδοση: (2021)

3D Brain image segmentation using 3D tiled convolution neural networks
ανά: Haque, Md Mahibul, κ.ά.
Έκδοση: (2024)

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

Music genre classification with convolutional neural network
ανά: Chowdhury, Masud, κ.ά.
Έκδοση: (2022)

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

Gender detection from frontal face images
ανά: Alam, Mirza Mohtashim, κ.ά.
Έκδοση: (2016)

Lambda Calculus with Types
ανά: Henk Barendregt, Wil Dekkers, Richard Statman
Έκδοση: (2013)

Electroencephalogram based Emotion Recognition with Graph Convolutional Network Model
ανά: Islam, Md. Tahmidul, κ.ά.
Έκδοση: (2023)

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
ανά: Al Mamun, Rafsan, κ.ά.
Έκδοση: (2022)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
ανά: Awwal, Alvina, κ.ά.
Έκδοση: (2021)

Gravitational waves in a magnetized plasma
ανά: Mofiz, U.A.
Έκδοση: (2010)

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

An Introduction to Gödel's Theorems
ανά: Peter Smith
Έκδοση: (2013)

The Unicode standard /
Έκδοση: (2003)

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

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