An efficient deep learning approach for brain tumor detection using 3D convolutional neural network

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network

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

Bibliografiska uppgifter
Huvudupphovsman:	Ali, Syed Muaz
Övriga upphovsmän:	Alam, Dr. Md. Ashraful
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2023
Ämnen:	Deep learning approach Brain tumor detection 3D convolutional neural network Neural networks (Computer science)
Länkar:	http://hdl.handle.net/10361/17925

Liknande verk

Brain tumor detection with convolutional neural network
av: Galib, Abrar Tahmid, et al.
Publicerad: (2024)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
av: Islam, MD. Arman, et al.
Publicerad: (2023)

Smoke detection using deep Convolutional neural network
av: Niloy, Wahidul Hasan, et al.
Publicerad: (2021)

An efficient ML approach to detect brain tumor using MRI images
av: Muktadir, MD. Arafat, et al.
Publicerad: (2024)

An Efficient deep learning approach to detect Brain Tumor using MRI images
av: Islam, Annur Tasnim, et al.
Publicerad: (2022)

Detecting brain tumor using deep neural networks from MRI images
av: Imamuzzaman, A.S.M., et al.
Publicerad: (2021)

Pneumonia Disease detection using the convolutional neural network
av: Ashrafee, Md. Iftid, et al.
Publicerad: (2024)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
av: Ashraf, S.M. Nabil, et al.
Publicerad: (2021)

Brain tumor detection through image processing
av: Azmim, Tahaziba, et al.
Publicerad: (2021)

Tomato leaf disease detection using convolutional neural network
av: Hasan, Md. Riazul, et al.
Publicerad: (2023)

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

Visual object recognition using deep convolutional neural network
av: Ahmed, Sabbir
Publicerad: (2017)

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

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

An efficient deep learning approach to detect skin Cancer
av: Islam, Ashfaqul, et al.
Publicerad: (2022)

Segmentation based Kidney Tumor Classification using Deep Neural Network
av: Mehedi, Md Humaion Kabir, et al.
Publicerad: (2022)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
av: Siddique, Labib Ahmed, et al.
Publicerad: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
av: Sakir, Adnan, et al.
Publicerad: (2023)

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

Detection of handwritten text using convolutional neural network
av: Jasim, Rabib Bin, et al.
Publicerad: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
av: Ferdous, Md.Rubaiat, et al.
Publicerad: (2024)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
av: Sani, Mehedi Hasan, et al.
Publicerad: (2022)

3D Brain image segmentation using 3D tiled convolution neural networks
av: Haque, Md Mahibul, et al.
Publicerad: (2024)

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net
av: Farha, Ramisa, et al.
Publicerad: (2022)

Plant disease detection using convolutional neural network
av: Hossain, Mohammad Shifat, et al.
Publicerad: (2021)

Crime scene prediction by detecting threatening objects using convolutional neural network
av: Nakib, Mohammad, et al.
Publicerad: (2017)

Detection of skin cancer using Convolutional neural network
av: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Publicerad: (2020)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
av: Sarwar, Arafat, et al.
Publicerad: (2023)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
av: Ifty, Md. Hasin Sarwar, et al.
Publicerad: (2024)

Diabetic retinopathy detection and classification by using deep learning
av: Hossain, Shahriar, et al.
Publicerad: (2022)

Deep learning based early Glaucoma detection
av: Islam, Aabrar, et al.
Publicerad: (2024)

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

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
av: Tasawar, Ihtyaz Kader, et al.
Publicerad: (2021)

Efficient image processing and machine learning approach for predicting retinal diseases
av: Hasib, Mehadi Hasan, et al.
Publicerad: (2021)

Automatic brain tumor segmentation using U-ResUNet chain model approach
av: Alam, Mohd Tanjeem, et al.
Publicerad: (2022)

An efficient deep learning approach to classify white blood cells
av: Turja, Afif Ibna Kadir Khan, et al.
Publicerad: (2024)

An efficient deep learning approach to detect skin cancer using image data
av: Chowdhury, Yaser Al Rahman, et al.
Publicerad: (2023)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
av: Shahriar, Farhan, et al.
Publicerad: (2021)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
av: Khan, Shama, et al.
Publicerad: (2024)

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
av: Mollah, Md. Shawon, et al.
Publicerad: (2024)