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.

Chi tiết về thư mục
Những tác giả chính:	Alam, Mohd Tanjeem, Nawal, Nafisa, Nishi, Nusrat Jahan, Sahan, MD Samiul, Islam, Mohammad Tanjil
Tác giả khác:	Akhond, Mosta jur Rahman
Định dạng:	Luận văn
Ngôn ngữ:	English
Được phát hành:	Brac University 2022
Những chủ đề:	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
Truy cập trực tuyến:	http://hdl.handle.net/10361/16116

Những quyển sách tương tự

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
Bằng: Mollah, Md. Shawon, et al.
Được phát hành: (2024)

Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data
Bằng: Khan, Abde Musavvir, et al.
Được phát hành: (2021)

Computer vision based skin disease detection using machine learning
Bằng: Jayeb, Ahmad Wasiq, et al.
Được phát hành: (2023)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
Bằng: Sharma, Tanmoyee, et al.
Được phát hành: (2021)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
Bằng: Hassan, Mehadi, et al.
Được phát hành: (2021)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
Bằng: Bin Mushfiq, Rahil, et al.
Được phát hành: (2024)

An efficient ML approach to detect brain tumor using MRI images
Bằng: Muktadir, MD. Arafat, et al.
Được phát hành: (2024)

Brain tumor detection through image processing
Bằng: Azmim, Tahaziba, et al.
Được phát hành: (2021)

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

Detection of coronary artery blockage at an early stage using effective deep learning technique
Bằng: Promit, Tahmid Ashrafee, et al.
Được phát hành: (2023)

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

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
Bằng: Athina, Fahima Hasan, et al.
Được phát hành: (2022)

A modern technique to detect potholes by Computer Vision and Deep Learning
Bằng: Saif, Muntasir Mahmud, et al.
Được phát hành: (2023)

Deep learning-based waste classification system for efficient waste management
Bằng: Nakib, Abdullah Al, et al.
Được phát hành: (2022)

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

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
Bằng: Tahamid, Abu
Được phát hành: (2021)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
Bằng: Tasnim, Sadia, et al.
Được phát hành: (2023)

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

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
Bằng: Datta, Nirjhor, et al.
Được phát hành: (2024)

Classification of peripheral blood cell images using deep learning
Bằng: Aadi, Oyshik Ahmed, et al.
Được phát hành: (2024)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
Bằng: Hasan, M. M. Kamrul, et al.
Được phát hành: (2022)

An efficient deep learning approach to detect skin Cancer
Bằng: Islam, Ashfaqul, et al.
Được phát hành: (2022)

Application of CNN based architectures in detection of distracted drivers
Bằng: Arafin, Irfana, et al.
Được phát hành: (2023)

Damaged road detection using Image Processing and Deep Learning
Bằng: Swadesh, Shimran Mahbub, et al.
Được phát hành: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
Bằng: Rayhan, Mohammad, et al.
Được phát hành: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
Bằng: Islam, Mehafuza, et al.
Được phát hành: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
Bằng: Kowsar, Ibna, et al.
Được phát hành: (2021)

Corn leaf disease detection using deep convolution neural network
Bằng: Rabbi, Rawhatur, et al.
Được phát hành: (2023)

Predicting crime using deep learning
Bằng: Shihab, Muhammad Nafees, et al.
Được phát hành: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
Bằng: Hasib, Khan Md.
Được phát hành: (2022)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
Bằng: Ali, Syed Muaz
Được phát hành: (2023)

Segmentation based Kidney Tumor Classification using Deep Neural Network
Bằng: Mehedi, Md Humaion Kabir, et al.
Được phát hành: (2022)

Brain tumor detection with convolutional neural network
Bằng: Galib, Abrar Tahmid, et al.
Được phát hành: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
Bằng: Toufique, S.M, et al.
Được phát hành: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
Bằng: Reza, S. M. Mushfiq, et al.
Được phát hành: (2024)

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

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
Bằng: Islam, Zahedul, et al.
Được phát hành: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
Bằng: Khan, Ibrahim
Được phát hành: (2023)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
Bằng: Islam, Md. Nazmul, et al.
Được phát hành: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
Bằng: Badhon, Ariful Islam Mahmud, et al.
Được phát hành: (2022)