An active-learning based training-schedule for biomedical image segmentation on deep neural networks

An active-learning based training-schedule for biomedical image segmentation on deep neural networks

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:	Hassan, Mehadi, Das, Shemonto, Dipu, Shoaib Ahmed
अन्य लेखक:	Majumdar, Mahbubul Alam
स्वरूप:	थीसिस
भाषा:	en_US
प्रकाशित:	Brac University 2021
विषय:	Active learning Deep learning Uncertainty metric Biomedical image segmentation
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/14809

समान संसाधन

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

Exploring deep features: deeper fully convolutional neural network for image segmentation
द्वारा: Kamran, Sharif Amit, और अन्य
प्रकाशित: (2017)

3D Brain image segmentation using 3D tiled convolution neural networks
द्वारा: Haque, Md Mahibul, और अन्य
प्रकाशित: (2024)

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

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

Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
द्वारा: Islam, Md. Farhadul, और अन्य
प्रकाशित: (2024)

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

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

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
द्वारा: Mizan, Mubasshira, और अन्य
प्रकाशित: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
द्वारा: Islam, Md. Farhadul, और अन्य
प्रकाशित: (2024)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
द्वारा: Kabir, Md Saif, और अन्य
प्रकाशित: (2024)

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

Detecting Deepfake images using deep convolutional neural network
द्वारा: Dhar, Arpita, और अन्य
प्रकाशित: (2022)

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

Structurally and semantically coherent deep image inpainting
द्वारा: Sami, Mirza Tanzim, और अन्य
प्रकाशित: (2019)

Deep learning-based real-time pothole detection for avoiding road accident
द्वारा: Basher, Rafsan, और अन्य
प्रकाशित: (2022)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
द्वारा: Ahmed, Yasin, और अन्य
प्रकाशित: (2018)

Automatic brain tumor segmentation using U-ResUNet chain model approach
द्वारा: Alam, Mohd Tanjeem, और अन्य
प्रकाशित: (2022)

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

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

Skin cancer detection and classification using multiple optimized deep convolutional neural network
द्वारा: Sakir, Adnan, और अन्य
प्रकाशित: (2023)

An efficient deep learning approach to detect citrus leaves disease
द्वारा: Emon, Shaharear Hossain, और अन्य
प्रकाशित: (2024)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
द्वारा: Sikder, Shihab Uddin, और अन्य
प्रकाशित: (2022)

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

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
द्वारा: Hossain, Mainul, और अन्य
प्रकाशित: (2022)

Customer segmentation using K-means
द्वारा: Mahdee, Nafis, और अन्य
प्रकाशित: (2022)

Image recognition by deep learning
द्वारा: Mohiuddin, Karishma, और अन्य
प्रकाशित: (2018)

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

Cancer classification using deep learning from medical image data
द्वारा: Monir, Raiyan Janik, 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 efficient deep learning approach to detect skin cancer using image data
द्वारा: Chowdhury, Yaser Al Rahman, और अन्य
प्रकाशित: (2023)

Analysis of deep learning models on low-light pest detection
द्वारा: Irtiza, Md. Samin, और अन्य
प्रकाशित: (2023)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
द्वारा: Choudhury, Prionto Kumar, और अन्य
प्रकाशित: (2024)

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

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
द्वारा: Sagor, Mostofa Kamal, और अन्य
प्रकाशित: (2021)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
द्वारा: Fiona, Driciru, और अन्य
प्रकाशित: (2024)

Leveraging unsupervised segmentation for semi-supervised renal calculi and carcinoma segmentation and classification
द्वारा: Faruk, Farhan, और अन्य
प्रकाशित: (2024)

Classification of different magnetic structures from image data using deep neural networks
द्वारा: Ibn Hasib, Fahad, और अन्य
प्रकाशित: (2023)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
द्वारा: Datta, Anurag, और अन्य
प्रकाशित: (2022)