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.

Bibliographic Details
Main Authors:	Farha, Ramisa, Nuha, Nigar Sultana, Sakib, Syed Nazmus, Rafi, Sowat Hossain, Khan, Md Sabbir
Other Authors:	Alam, Md. Ashraful
Format:	Thesis
Language:	English
Published:	Brac University 2022
Subjects:	3D CNN FCNs. 3D-Unet Segmentation Volumetric medical images 3D medical image processing Brain 3D MRI Image processing > Digital techniques. Neural networks (Computer science)
Online Access:	http://hdl.handle.net/10361/17166

Similar Items

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

Study on elemental image generation algorithms for integral imaging 3D display systems
by: Akhter, Nasrin, et al.
Published: (2017)

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

3D model designing of microneedles
by: Zahin, Nuzhat
Published: (2018)

Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing
by: Islam, Md. Sifatul, et al.
Published: (2017)

3-Dimensional mapping of underwater surface for navigation using underwater ultrasonic piezoelectric transducer
by: Hossain, Navan Tanjeem, et al.
Published: (2017)

Automatic slice growing method based 3D reconstruction of liver with its vessels
by: Alom, Md. Zahangir, et al.
Published: (2016)

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

Elemental image and audio synchronization and transmission technique for glasses-free 3D TV system
by: Khan, Amit Hasan, et al.
Published: (2019)

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

Reconstruction of images with RPCA and augmenting 3D model
by: Tahiti, Tasnia Jasim, et al.
Published: (2022)

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

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

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

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

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

Machine learning approach for face recognition from 3D models generated by multiple 2D angular images
by: Mahmud, Moinuddin, et al.
Published: (2019)

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

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

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

Multiplayer online war simulator based on unity3D and openGL
by: Azmi, Shameer, et al.
Published: (2016)

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

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

Image processing, analysis, and machine vision /
by: Sonka, Milan
Published: (2008)

3D model generation of real-objects using depth and color information
by: Sakib, Alium Basir, et al.
Published: (2018)

An efficient deep learning approach for 3D face detection using multiple angular 2D images
by: Rafsan, Nayeem, et al.
Published: (2023)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
by: Ghosh, Swapnil, et al.
Published: (2024)

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

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

Construction of 3D environment from 2D RGB images and depth information
by: Shakir, Redwanul Islam, et al.
Published: (2023)

An efficient face recognition model using multiple angular images and deep neural network architecture
by: Subah, Silma, et al.
Published: (2024)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
by: Nahar, Jannatun, et al.
Published: (2022)

3D fabrication of food through software implementation for patients of various diseases and dysphagia
by: Farha, Anika, et al.
Published: (2018)

Detection of multiple sclerosis using deep learning
by: Jannat, Sabila Al, et al.
Published: (2021)

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

Facade intent details (Architectural Consultant Drawings)
by: WOHA Designs PTE LTD
Published: (2023)

Preserving heritage sites of Dhaka City using 3D modeling and virtual reality technology
by: Islam, Raisa, et al.
Published: (2019)

Retinal Diseases Detection using Deep Learning
by: Mashfi, Shahriar, et al.
Published: (2023)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
by: Hossain, Mohammad Sakib, et al.
Published: (2023)

Brain image fMRI data classification and graphical representation of visual object
by: Tasneem, Nazifa Afroza, et al.
Published: (2019)