Automatic brain tumor segmentation using U-ResUNet chain model approach

Automatic brain tumor segmentation using U-ResUNet chain model approach

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

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Alam, Mohd Tanjeem, Nawal, Nafisa, Nishi, Nusrat Jahan, Sahan, MD Samiul, Islam, Mohammad Tanjil
Rannpháirtithe:	Akhond, Mosta jur Rahman
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2022
Ábhair:	Brain tumor Deep learning CNN LSTM Segmentation Res-Unet Unet Data train-test Comparison Result analysis Neural networks (Computer science) Cognitive learning theory (Deep learning) Machine learning
Rochtain ar líne:	http://hdl.handle.net/10361/16116

Míreanna comhchosúla

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
de réir: Mollah, Md. Shawon, et al.
Foilsithe / Cruthaithe: (2024)

Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data
de réir: Khan, Abde Musavvir, et al.
Foilsithe / Cruthaithe: (2021)

Computer vision based skin disease detection using machine learning
de réir: Jayeb, Ahmad Wasiq, et al.
Foilsithe / Cruthaithe: (2023)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
de réir: Sharma, Tanmoyee, et al.
Foilsithe / Cruthaithe: (2021)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
de réir: Hassan, Mehadi, et al.
Foilsithe / Cruthaithe: (2021)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
de réir: Bin Mushfiq, Rahil, et al.
Foilsithe / Cruthaithe: (2024)

An efficient ML approach to detect brain tumor using MRI images
de réir: Muktadir, MD. Arafat, et al.
Foilsithe / Cruthaithe: (2024)

Brain tumor detection through image processing
de réir: Azmim, Tahaziba, et al.
Foilsithe / Cruthaithe: (2021)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
de réir: Haque, Hossain MD. Hasibul, et al.
Foilsithe / Cruthaithe: (2024)

Detection of coronary artery blockage at an early stage using effective deep learning technique
de réir: Promit, Tahmid Ashrafee, et al.
Foilsithe / Cruthaithe: (2023)

Detection and 3D visualization of Brain tumor using deep learning and polynomial interpolation
de réir: Tuhin, Md. Akram Hossan, et al.
Foilsithe / Cruthaithe: (2019)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
de réir: Athina, Fahima Hasan, et al.
Foilsithe / Cruthaithe: (2022)

A modern technique to detect potholes by Computer Vision and Deep Learning
de réir: Saif, Muntasir Mahmud, et al.
Foilsithe / Cruthaithe: (2023)

Deep learning-based waste classification system for efficient waste management
de réir: Nakib, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2022)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
de réir: Hossain, Mohammad Sakib, et al.
Foilsithe / Cruthaithe: (2023)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
de réir: Tahamid, Abu
Foilsithe / Cruthaithe: (2021)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
de réir: Tasnim, Sadia, et al.
Foilsithe / Cruthaithe: (2023)

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

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
de réir: Datta, Nirjhor, et al.
Foilsithe / Cruthaithe: (2024)

Classification of peripheral blood cell images using deep learning
de réir: Aadi, Oyshik Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
de réir: Hasan, M. M. Kamrul, et al.
Foilsithe / Cruthaithe: (2022)

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

Application of CNN based architectures in detection of distracted drivers
de réir: Arafin, Irfana, et al.
Foilsithe / Cruthaithe: (2023)

Damaged road detection using Image Processing and Deep Learning
de réir: Swadesh, Shimran Mahbub, et al.
Foilsithe / Cruthaithe: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
de réir: Rayhan, Mohammad, et al.
Foilsithe / Cruthaithe: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
de réir: Islam, Mehafuza, et al.
Foilsithe / Cruthaithe: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
de réir: Kowsar, Ibna, et al.
Foilsithe / Cruthaithe: (2021)

Corn leaf disease detection using deep convolution neural network
de réir: Rabbi, Rawhatur, et al.
Foilsithe / Cruthaithe: (2023)

Predicting crime using deep learning
de réir: Shihab, Muhammad Nafees, et al.
Foilsithe / Cruthaithe: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
de réir: Hasib, Khan Md.
Foilsithe / Cruthaithe: (2022)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
de réir: Ali, Syed Muaz
Foilsithe / Cruthaithe: (2023)

Segmentation based Kidney Tumor Classification using Deep Neural Network
de réir: Mehedi, Md Humaion Kabir, et al.
Foilsithe / Cruthaithe: (2022)

Brain tumor detection with convolutional neural network
de réir: Galib, Abrar Tahmid, et al.
Foilsithe / Cruthaithe: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
de réir: Toufique, S.M, et al.
Foilsithe / Cruthaithe: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
de réir: Reza, S. M. Mushfiq, et al.
Foilsithe / Cruthaithe: (2024)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
de réir: Islam, MD. Arman, et al.
Foilsithe / Cruthaithe: (2023)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
de réir: Islam, Zahedul, et al.
Foilsithe / Cruthaithe: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
de réir: Khan, Ibrahim
Foilsithe / Cruthaithe: (2023)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
de réir: Islam, Md. Nazmul, et al.
Foilsithe / Cruthaithe: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
de réir: Badhon, Ariful Islam Mahmud, et al.
Foilsithe / Cruthaithe: (2022)