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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Alam, Mohd Tanjeem, Nawal, Nafisa, Nishi, Nusrat Jahan, Sahan, MD Samiul, Islam, Mohammad Tanjil
अन्य लेखक:	Akhond, Mosta jur Rahman
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2022
विषय:	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
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/16116

समान संसाधन

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
द्वारा: Mollah, Md. Shawon, और अन्य
प्रकाशित: (2024)

Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data
द्वारा: Khan, Abde Musavvir, और अन्य
प्रकाशित: (2021)

Computer vision based skin disease detection using machine learning
द्वारा: Jayeb, Ahmad Wasiq, और अन्य
प्रकाशित: (2023)

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

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
द्वारा: Hassan, Mehadi, और अन्य
प्रकाशित: (2021)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
द्वारा: Bin Mushfiq, Rahil, और अन्य
प्रकाशित: (2024)

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

Brain tumor detection through image processing
द्वारा: Azmim, Tahaziba, और अन्य
प्रकाशित: (2021)

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

Detection of coronary artery blockage at an early stage using effective deep learning technique
द्वारा: Promit, Tahmid Ashrafee, और अन्य
प्रकाशित: (2023)

Detection and 3D visualization of Brain tumor using deep learning and polynomial interpolation
द्वारा: Tuhin, Md. Akram Hossan, और अन्य
प्रकाशित: (2019)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
द्वारा: Athina, Fahima Hasan, और अन्य
प्रकाशित: (2022)

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

Deep learning-based waste classification system for efficient waste management
द्वारा: Nakib, Abdullah Al, और अन्य
प्रकाशित: (2022)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
द्वारा: Hossain, Mohammad Sakib, और अन्य
प्रकाशित: (2023)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
द्वारा: Tahamid, Abu
प्रकाशित: (2021)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
द्वारा: Tasnim, Sadia, और अन्य
प्रकाशित: (2023)

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)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
द्वारा: Datta, Nirjhor, और अन्य
प्रकाशित: (2024)

Classification of peripheral blood cell images using deep learning
द्वारा: Aadi, Oyshik Ahmed, और अन्य
प्रकाशित: (2024)

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

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

Application of CNN based architectures in detection of distracted drivers
द्वारा: Arafin, Irfana, और अन्य
प्रकाशित: (2023)

Damaged road detection using Image Processing and Deep Learning
द्वारा: Swadesh, Shimran Mahbub, और अन्य
प्रकाशित: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
द्वारा: Rayhan, Mohammad, और अन्य
प्रकाशित: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
द्वारा: Islam, Mehafuza, और अन्य
प्रकाशित: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
द्वारा: Kowsar, Ibna, और अन्य
प्रकाशित: (2021)

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

Predicting crime using deep learning
द्वारा: Shihab, Muhammad Nafees, और अन्य
प्रकाशित: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
द्वारा: Hasib, Khan Md.
प्रकाशित: (2022)

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

Segmentation based Kidney Tumor Classification using Deep Neural Network
द्वारा: Mehedi, Md Humaion Kabir, और अन्य
प्रकाशित: (2022)

Brain tumor detection with convolutional neural network
द्वारा: Galib, Abrar Tahmid, और अन्य
प्रकाशित: (2024)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
द्वारा: Toufique, S.M, और अन्य
प्रकाशित: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
द्वारा: Reza, S. M. Mushfiq, और अन्य
प्रकाशित: (2024)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
द्वारा: Islam, MD. Arman, और अन्य
प्रकाशित: (2023)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
द्वारा: Islam, Zahedul, और अन्य
प्रकाशित: (2023)

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

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
द्वारा: Islam, Md. Nazmul, और अन्य
प्रकाशित: (2024)

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