Detection of multiple sclerosis using deep learning

Detection of multiple sclerosis using deep learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

ग्रंथसूची विवरण
मुख्य लेखकों:	Jannat, Sabila Al, Hoque, Tanjina, Supti, Nafisa Alam
अन्य लेखक:	Alam, Md. Ashraful
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2021
विषय:	Magnetic Resonance Imaging(MRI) Machine Learning Multiple Scle- rosis(MS) 3D Magnetic Resonance Imaging White Matter Lesion Detection Deep Learning Convolutional Neural Network(CNN) Fluid-attenuated inversion recovery (FLAIR) Data Augmentation Image Processing
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/15737

समान संसाधन

An efficient ML approach to detect brain tumor using MRI images
द्वारा: Muktadir, MD. Arafat, और अन्य
प्रकाशित: (2024)

Improvisation of Magnetic Resonance Imaging (MRI) with development and feasible evaluation of fiber optic sensors: a survey
द्वारा: Shabnam, Farzana, और अन्य
प्रकाशित: (2018)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
द्वारा: Haque, Hossain MD. Hasibul, और अन्य
प्रकाशित: (2024)

The long road to Stockholm
द्वारा: Mansfield, P.

3D Brain image segmentation using 3D tiled convolution neural networks
द्वारा: Haque, Md Mahibul, और अन्य
प्रकाशित: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
द्वारा: Ahmed, Kazi sabab, और अन्य
प्रकाशित: (2022)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
द्वारा: Hossain, Shah Md. Shakhawath, और अन्य
प्रकाशित: (2024)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
द्वारा: Mahbub, Riasat, और अन्य
प्रकाशित: (2022)

Early prediction of Alzheimer's disease using convolutional neural network
द्वारा: Abed, Mahjabeen Tamanna, और अन्य
प्रकाशित: (2020)

Classification of different magnetic structures from image data using deep neural networks
द्वारा: Ibn Hasib, Fahad, और अन्य
प्रकाशित: (2023)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
द्वारा: Chowdhury, Himadri, और अन्य
प्रकाशित: (2019)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
द्वारा: Ahmed, Yasin, और अन्य
प्रकाशित: (2018)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
द्वारा: Sharma, Tanmoyee, और अन्य
प्रकाशित: (2021)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
द्वारा: Neehal, Ahmed Hasin, और अन्य
प्रकाशित: (2020)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
द्वारा: Mizan, Mubasshira, और अन्य
प्रकाशित: (2024)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
द्वारा: Rahman, Aryan, और अन्य
प्रकाशित: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
द्वारा: Badhon, Ariful Islam Mahmud, और अन्य
प्रकाशित: (2022)

Monitoring of endangered fish using image processing and AI tools
द्वारा: Hossain, Naheen, और अन्य
प्रकाशित: (2019)

Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
द्वारा: Rafi, Ahmad Abdur, और अन्य
प्रकाशित: (2023)

Protovision: utilizing prototypical networks for retinal diseases classification based on few-shot learning
द्वारा: Nabil, Sheikh MD. Nafis Noor, और अन्य
प्रकाशित: (2024)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
द्वारा: Alhossen, Md., और अन्य
प्रकाशित: (2021)

RetinalNet-500: a newly developed CNN model for eye disease detection
द्वारा: Toki, Sadikul Alim, और अन्य
प्रकाशित: (2023)

Deep convolutional GAN-based data augmentation for medical image classification
द्वारा: Datta, Joy, और अन्य
प्रकाशित: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
द्वारा: Hasan, M. M. Kamrul, और अन्य
प्रकाशित: (2022)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
द्वारा: Abir, Tawhidur Rahman, और अन्य
प्रकाशित: (2019)

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
द्वारा: Dipto, Shakib Mahmud
प्रकाशित: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
द्वारा: Sakir, Adnan, और अन्य
प्रकाशित: (2023)

Fake profile detection in social media using image processing and machine learning
द्वारा: Sen, Shuva, और अन्य
प्रकाशित: (2021)

Corn leaf disease detection using deep convolution neural network
द्वारा: Rabbi, Rawhatur, और अन्य
प्रकाशित: (2023)

Reconstruction of images with RPCA and augmenting 3D model
द्वारा: Tahiti, Tasnia Jasim, और अन्य
प्रकाशित: (2022)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Implementation of soft switching in resonant converters
द्वारा: Mehedy, Mehedy Hachan, और अन्य
प्रकाशित: (2018)

Detecting propagandistic poster title: a machine learning approach
द्वारा: Mahmood, Riaz, और अन्य
प्रकाशित: (2024)

Road sign detection and translation in Bangla using image processing and machine learning
द्वारा: Islam, Khalid Amirul, और अन्य
प्रकाशित: (2019)

Generation of realistic images from human drawn sketches using deep learning
द्वारा: Mahbub, Mohammed Julfikar Ali, और अन्य
प्रकाशित: (2022)

Introduction to magnetism and magnetic materials /
द्वारा: Jiles, David
प्रकाशित: (1998)

A modern technique to detect potholes by Computer Vision and Deep Learning
द्वारा: Saif, Muntasir Mahmud, और अन्य
प्रकाशित: (2023)

Deep learning-based real-time pothole detection for avoiding road accident
द्वारा: Basher, Rafsan, और अन्य
प्रकाशित: (2022)

Classification of Bangladeshi soil texture using convolutional neural network
द्वारा: Raj, Hafiz Mohiuddin, और अन्य
प्रकाशित: (2023)

Analysis of deep learning models on low-light pest detection
द्वारा: Irtiza, Md. Samin, और अन्य
प्रकाशित: (2023)