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.

Manylion Llyfryddiaeth
Prif Awduron:	Hassan, Mehadi, Das, Shemonto, Dipu, Shoaib Ahmed
Awduron Eraill:	Majumdar, Mahbubul Alam
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2021
Pynciau:	Active learning Deep learning Uncertainty metric Biomedical image segmentation
Mynediad Ar-lein:	http://hdl.handle.net/10361/14809

Eitemau Tebyg

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

Exploring deep features: deeper fully convolutional neural network for image segmentation
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3D Brain image segmentation using 3D tiled convolution neural networks
gan: Haque, Md Mahibul, et al.
Cyhoeddwyd: (2024)

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

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
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Cyhoeddwyd: (2023)

Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
gan: Islam, Md. Farhadul, et al.
Cyhoeddwyd: (2024)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
gan: Badhon, Ariful Islam Mahmud, et al.
Cyhoeddwyd: (2022)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
gan: Mizan, Mubasshira, et al.
Cyhoeddwyd: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
gan: Islam, Md. Farhadul, et al.
Cyhoeddwyd: (2024)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
gan: Kabir, Md Saif, et al.
Cyhoeddwyd: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
gan: Saif, Muntasir Mahmud, et al.
Cyhoeddwyd: (2023)

Detecting Deepfake images using deep convolutional neural network
gan: Dhar, Arpita, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

Structurally and semantically coherent deep image inpainting
gan: Sami, Mirza Tanzim, et al.
Cyhoeddwyd: (2019)

Deep learning-based real-time pothole detection for avoiding road accident
gan: Basher, Rafsan, et al.
Cyhoeddwyd: (2022)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
gan: Ahmed, Yasin, et al.
Cyhoeddwyd: (2018)

Automatic brain tumor segmentation using U-ResUNet chain model approach
gan: Alam, Mohd Tanjeem, et al.
Cyhoeddwyd: (2022)

Damaged road detection using Image Processing and Deep Learning
gan: Swadesh, Shimran Mahbub, et al.
Cyhoeddwyd: (2022)

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

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

An efficient deep learning approach to detect citrus leaves disease
gan: Emon, Shaharear Hossain, et al.
Cyhoeddwyd: (2024)

Bangali Handwritten characters classification using Deep Convolutional Neural Network
gan: Sikder, Shihab Uddin, et al.
Cyhoeddwyd: (2022)

Segmentation based Kidney Tumor Classification using Deep Neural Network
gan: Mehedi, Md Humaion Kabir, et al.
Cyhoeddwyd: (2022)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
gan: Hossain, Mainul, et al.
Cyhoeddwyd: (2022)

Customer segmentation using K-means
gan: Mahdee, Nafis, et al.
Cyhoeddwyd: (2022)

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

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

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

Cancer classification using deep learning from medical image data
gan: Monir, Raiyan Janik, et al.
Cyhoeddwyd: (2022)

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

An efficient deep learning approach to detect skin cancer using image data
gan: Chowdhury, Yaser Al Rahman, et al.
Cyhoeddwyd: (2023)

Analysis of deep learning models on low-light pest detection
gan: Irtiza, Md. Samin, et al.
Cyhoeddwyd: (2023)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
gan: Choudhury, Prionto Kumar, et al.
Cyhoeddwyd: (2024)

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

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
gan: Sagor, Mostofa Kamal, et al.
Cyhoeddwyd: (2021)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
gan: Fiona, Driciru, et al.
Cyhoeddwyd: (2024)

Leveraging unsupervised segmentation for semi-supervised renal calculi and carcinoma segmentation and classification
gan: Faruk, Farhan, et al.
Cyhoeddwyd: (2024)

Classification of different magnetic structures from image data using deep neural networks
gan: Ibn Hasib, Fahad, et al.
Cyhoeddwyd: (2023)

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
gan: Datta, Anurag, et al.
Cyhoeddwyd: (2022)