Lossless segmentation of Brain Tumors from MRI images using 3D U-Net

Lossless segmentation of Brain Tumors from MRI images using 3D U-Net

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

Podrobná bibliografie
Hlavní autoři:	Farha, Ramisa, Nuha, Nigar Sultana, Sakib, Syed Nazmus, Rafi, Sowat Hossain, Khan, Md Sabbir
Další autoři:	Alam, Md. Ashraful
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2022
Témata:	3D CNN FCNs. 3D-Unet Segmentation Volumetric medical images 3D medical image processing Brain 3D MRI Image processing > Digital techniques. Neural networks (Computer science)
On-line přístup:	http://hdl.handle.net/10361/17166

Podobné jednotky

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

Study on elemental image generation algorithms for integral imaging 3D display systems
Autor: Akhter, Nasrin, a další
Vydáno: (2017)

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
Autor: Mollah, Md. Shawon, a další
Vydáno: (2024)

3D model designing of microneedles
Autor: Zahin, Nuzhat
Vydáno: (2018)

Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing
Autor: Islam, Md. Sifatul, a další
Vydáno: (2017)

3-Dimensional mapping of underwater surface for navigation using underwater ultrasonic piezoelectric transducer
Autor: Hossain, Navan Tanjeem, a další
Vydáno: (2017)

Automatic slice growing method based 3D reconstruction of liver with its vessels
Autor: Alom, Md. Zahangir, a další
Vydáno: (2016)

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

Elemental image and audio synchronization and transmission technique for glasses-free 3D TV system
Autor: Khan, Amit Hasan, a další
Vydáno: (2019)

Regulatory considerations and commercialization of 3D printed MN mediate vaccine delivery
Autor: Hassan, Mehedi
Vydáno: (2021)

Reconstruction of images with RPCA and augmenting 3D model
Autor: Tahiti, Tasnia Jasim, a další
Vydáno: (2022)

Purchase order for the procurement of 3D illustrating design service for Brac University new campus project
Autor: Brac University
Vydáno: (2023)

Inside 3D studio, release 4 /
Autor: Elliott, Steven D., 1960-
Vydáno: (1995)

3D studio MAX 2 fundamentals /
Autor: Peterson, Michael Todd, 1969-
Vydáno: (1998)

3D printed microneedle for vaccine delivery: prospect and application
Autor: Ahmed, Foysal
Vydáno: (2022)

Possibilities of 3D & 4D printing technologies for personalized medicine
Autor: Moonmoon, Fatema Tuz Zohra
Vydáno: (2020)

Machine learning approach for face recognition from 3D models generated by multiple 2D angular images
Autor: Mahmud, Moinuddin, a další
Vydáno: (2019)

Design and optimization of 3D printed Orodispersible Film
Autor: Ohi, Illiyun Litch
Vydáno: (2020)

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

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
Autor: Ashraf, S.M. Nabil, a další
Vydáno: (2021)

A 3D printed quick response encoded Orodispersible film for personalized medicine
Autor: Masud, Sinthia
Vydáno: (2021)

Multiplayer online war simulator based on unity3D and openGL
Autor: Azmi, Shameer, a další
Vydáno: (2016)

Prospects of Heart tissue Bioprinting for COVID-19 recovered patients with irreversible heart damage.
Autor: Akter, Fariya
Vydáno: (2021)

Image processing, analysis, and machine vision /
Autor: Sonka, Milan
Vydáno: (2008)

A review on Three-Dimensional Printing (3DP) strategies to Induce Bone Regeneration in Bone Tissue Engineering
Vydáno: (2022)

3D printed microneedle for transdermal drug delivery application
Autor: Rafa, Nazifa Haque
Vydáno: (2022)

3D model generation of real-objects using depth and color information
Autor: Sakib, Alium Basir, a další
Vydáno: (2018)

An efficient deep learning approach for 3D face detection using multiple angular 2D images
Autor: Rafsan, Nayeem, a další
Vydáno: (2023)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
Autor: Ghosh, Swapnil, a další
Vydáno: (2024)

Construction of 3D environment from 2D RGB images and depth information
Autor: Shakir, Redwanul Islam, a další
Vydáno: (2023)

An efficient face recognition model using multiple angular images and deep neural network architecture
Autor: Subah, Silma, a další
Vydáno: (2024)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
Autor: Nahar, Jannatun, a další
Vydáno: (2022)

3D fabrication of food through software implementation for patients of various diseases and dysphagia
Autor: Farha, Anika, a další
Vydáno: (2018)

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

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
Autor: Haque, Hossain MD. Hasibul, a další
Vydáno: (2024)

Facade intent details (Architectural Consultant Drawings)
Autor: WOHA Designs PTE LTD
Vydáno: (2023)

Preserving heritage sites of Dhaka City using 3D modeling and virtual reality technology
Autor: Islam, Raisa, a další
Vydáno: (2019)

Retinal Diseases Detection using Deep Learning
Autor: Mashfi, Shahriar, a další
Vydáno: (2023)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
Autor: Hossain, Mohammad Sakib, a další
Vydáno: (2023)

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