A semi-supervised federated learning approach leveraging pseudo-labeling for Knee Osteoarthritis severity detection

A semi-supervised federated learning approach leveraging pseudo-labeling for Knee Osteoarthritis severity detection

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science, 2024.

書誌詳細
第一著者:	Rifat, Rakib Hossain
その他の著者:	Alam, Md. Golam Robiul
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2024
主題:	Knee Osteoarthritis Image data analysis Federated learning Pseudo-labeling Adversarial attacks Disease detection Osteoarthritis > Knee > Diagnosis. Artificial intelligence > Medical applications. Machine learning.
オンライン･アクセス:	http://hdl.handle.net/10361/24036

類似資料

Osteoarthritis: a multi-disciplinary factual review
著者:: Subah, Nowshin
出版事項: (2021)

Prosthetic Exo-leg: A multifunctional robotic leg-suit to support patient with transfemoral amputation
著者:: Enam, Fahin Uddin, 等
出版事項: (2024)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
著者:: Roy, Aditya, 等
出版事項: (2023)

A secured federated learning system leveraging confidence score to identify retinal disease
著者:: Eshan, M Sakib Osman, 等
出版事項: (2023)

A 4D spacetime embedded in a 5D pseudo-Euclidean space describing interior of compact stars
著者:: Singh, Ksh Newton, 等
出版事項: (2018)

A fast tree based cluster labeling algorithm for Monte Carlo simultaitons
著者:: Kamal, Marzuk M., 等
出版事項: (2010)

Investigation of gold nanorod monomer biosensors for label free molecule detection
著者:: Hasan, Rakib, 等
出版事項: (2017)

Real time performance analysis on DDoS attack detection using machine learning
著者:: Suvra, Debashis Kar, 等
出版事項: (2021)

Product development and working procedure at Maxim Label & Packaging Pvt. Ltd
著者:: Ali, Raihan Ibne
出版事項: (2017)

Synthesis of constructs for modeling consumers' understanding and perception of eco-labels
著者:: Taufique, Khan Md Raziuddin, 等
出版事項: (2018)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
著者:: Fiona, Driciru, 等
出版事項: (2024)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
著者:: Mubin, Kazi Ehsanul, 等
出版事項: (2022)

New productt devellopmentt process at Maxim Label & Packaging (BD) PVT. LTD.
著者:: Alam, Md. Sadrul
出版事項: (2015)

Resource-aware task scheduling by an adversarial bandit solver method in wireless sensor networks
著者:: Khan, Muhidul Islam
出版事項: (2016)

The influence of eco-label knowledge and trust on pro-environmental consumer behaviour in an emerging market
著者:: Taufique, Khan Md Raziuddin, 等
出版事項: (2018)

Sustainable procurement through commencing ecolabels in fast moving consumer goods industry : Bangladesh perspective
著者:: Tasnim, Zarin
出版事項: (2017)

Fortifying federated learning: security against model poisoning attacks
著者:: Anan, Fabiha, 等
出版事項: (2024)

A deep learning approach towards soft biometrics attributes prediction using CNN
著者:: Kibria, Maharab, 等
出版事項: (2022)

A GAN-based federated learning architecture for data augmentation of medical images
著者:: Al Rakin, Abdullah, 等
出版事項: (2023)

An advanced data fabric architecture leveraging homomorphic encryption and federated learning
著者:: Rieyan, Sakib Anwar, 等
出版事項: (2023)

An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy
著者:: Hasan, Nahid
出版事項: (2024)

Carbon labels can aid in the fight against climate change
著者:: Taufique, Khan M R
出版事項: (2022)

A study on the efficacy of natural language generation techniques for similar writing personalities
著者:: Anwar, Ahmed, 等
出版事項: (2024)

Learning a deep neural network for predicting phishing website
著者:: Das, Robat, 等
出版事項: (2019)

RetinalNet-500: a newly developed CNN model for eye disease detection
著者:: Toki, Sadikul Alim, 等
出版事項: (2023)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
著者:: Nawrin, Ishrat Nur, 等
出版事項: (2023)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
著者:: Haque, Hossain MD. Hasibul, 等
出版事項: (2024)

Early detection of breast cancer using machine learning
著者:: Fuad, Wasi Mohammad
出版事項: (2019)

Decipherable classification of glaucoma using deep neural network leveraging XAI
著者:: Chayan, Touhidul Islam, 等
出版事項: (2023)

Autism detection based on MRI images using Deep Learning
著者:: Mostafa, Sadab, 等
出版事項: (2023)

Blockchain-based edge computing for medical data storage & processing using federated learning
著者:: Faiyaz, Fazle Rabbi, 等
出版事項: (2021)

Personalization in federated recommendation system using SVD++ with explainability
著者:: Patwary, Kabbya Kantam, 等
出版事項: (2022)

Prediction of genetic mutation from clinical data of sickle cell disease using few-shot siamese bidirectional LSTM and federated learning
著者:: Alam, Salman, 等
出版事項: (2023)

Deep learning based early Glaucoma detection
著者:: Islam, Aabrar, 等
出版事項: (2024)

Hematological analysis of anemic severity in beta thalassemia
著者:: Barno, Shadman Sakib
出版事項: (2018)

A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
著者:: Chowdhury, Asif Hasan, 等
出版事項: (2023)

Modelling consumers' environmental responsibility and understanding of eco-labels: a conceptual framework for empirical research in Malaysia
著者:: Taufique, Khan Md Raziuddin, 等
出版事項: (2018)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
著者:: Ghosh, Kawshik Kumar, 等
出版事項: (2023)

A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
著者:: Chowdhury, Asif Hasan, 等
出版事項: (2023)

A study on vocabulary teaching techniques in semi-urban schools
著者:: Imrose, Farzana
出版事項: (2017)