A federated learning approach for detecting Parkinson’s disease through privacy preserving by blockchain

A federated learning approach for detecting Parkinson’s disease through privacy preserving by blockchain

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Bibliografische gegevens
Hoofdauteurs:	Dipro, Sumit Howlader, Islam, Mynul, Nahian, Md.Abdullah Al, Azad, Moonami Sharmita
Andere auteurs:	Chakrabarty, Amitabha
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2022
Onderwerpen:	Parkinson’s disease Federated learning Healthcare Blockchain Privacy preserving Neural networks (Computer science) Machine learning Computer algorithms Data encryption (Computer science)
Online toegang:	http://hdl.handle.net/10361/17568

Gelijkaardige items

Implementation of real-time learning on homomorphically encrypted visual inputs
door: Bhuiyan, Emtiaz MD Tafsir, et al.
Gepubliceerd in: (2021)

Blockchain-based edge computing for medical data storage & processing using federated learning
door: Faiyaz, Fazle Rabbi, et al.
Gepubliceerd in: (2021)

Privacy-preserving healthcare data management system using blockchain technology
door: Arshad, Abir, et al.
Gepubliceerd in: (2024)

Impact of Lifestyle on the Disease Progression of Parkinson’s
door: Annee, Israt Jahan
Gepubliceerd in: (2023)

A healthcare digital twin system based on blockchain technology
door: Akash, Sadman Sakib
Gepubliceerd in: (2023)

A secured federated learning system leveraging confidence score to identify retinal disease
door: Eshan, M Sakib Osman, et al.
Gepubliceerd in: (2023)

Diagnostic biomarkers of Parkinson’s disease: The present and the future
door: Ferdous, Labiba
Gepubliceerd in: (2023)

Blockchain-based traffic surveillance footage authenticity detection system
door: Bin Moshiur, Tasnimul, et al.
Gepubliceerd in: (2023)

An advanced data fabric architecture leveraging homomorphic encryption and federated learning
door: Rieyan, Sakib Anwar, et al.
Gepubliceerd in: (2023)

Review on: the mechanism and function of Glia in parkinson's disease
door: Abedin, Khondokar Mezbahul
Gepubliceerd in: (2023)

Blockchain basics : a non-technical introduction in 25 steps /
door: Drescher, Daniel
Gepubliceerd in: (2017)

Blockchain based e-voting system with homomorphic encryption and threshold signature
door: Probor, Mushfique Nasir, et al.
Gepubliceerd in: (2023)

A blockchain-driven framework designed for pharmaceutical community to secure and trace the trail of drug supply chain
door: Rahman, Samiha, et al.
Gepubliceerd in: (2021)

A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
door: Chowdhury, Asif Hasan, et al.
Gepubliceerd in: (2023)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
door: Neehal, Ahmed Hasin, et al.
Gepubliceerd in: (2020)

Hyperledger fabric blockchain-based medical document and prescription sharing system: Enhancing data security and traceability of the healthcare sector in Bangladesh
door: Abdullah, Mohammed Taher, et al.
Gepubliceerd in: (2024)

ROBB: recurrent proximal policy optimization reinforcement learning for optimal block formation in bitcoin blockchain network
door: Dutta, Amit
Gepubliceerd in: (2024)

Parkinson's disease in Bangladesh: An evaluation of the public knowledge and awareness
door: Chowdhury, Amal
Gepubliceerd in: (2024)

Parkinson’s disease and COVID-19: treatment and patient management during a pandemic
door: Afsana, Nourin
Gepubliceerd in: (2022)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
door: Joy, Tanvir Ahmed, et al.
Gepubliceerd in: (2021)

Blockchain-based mental health solution system
door: Masrur, Faiyaz, et al.
Gepubliceerd in: (2024)

A decentralized blockchain-based model to secure confidential medical information
door: Chowdhury, Tahmid, et al.
Gepubliceerd in: (2024)

Treatment options of Parkinson’s disease: How far we are from the cure?
door: Afreen, Nuraia
Gepubliceerd in: (2021)

Blockchain-based micropayment system for secured cashless small payments
door: Siam, Morshed, et al.
Gepubliceerd in: (2022)

Ensure security in supply chain with blockchain technology
door: Tarannum, Fairuz, et al.
Gepubliceerd in: (2023)

Authentication using blockchain
door: Bose, Anindita, et al.
Gepubliceerd in: (2023)

Efficient blockchain system based on proof of segmented work
door: Ahmed, Rashad, et al.
Gepubliceerd in: (2020)

Symptom analysis of Parkinson disease using SVM-SMO and Ada-Boost classifiers
door: Billah, Muhtasim
Gepubliceerd in: (2014)

Preservation Yellow pages : the complete information source for homeowners, communities and professionals /
Gepubliceerd in: (1997)

Electronic voting system based on blockchain
door: Ahmed, Tanvir
Gepubliceerd in: (2023)

Fortifying federated learning: security against model poisoning attacks
door: Anan, Fabiha, et al.
Gepubliceerd in: (2024)

A sustainable Bitcoin architecture
door: Monem, Maruf
Gepubliceerd in: (2022)

Early detection of parkinson’s disease using image processing and artificial neural network
door: Rumman, Mosarrat, et al.
Gepubliceerd in: (2018)

Analyzing user data privacy in android mobile OS
door: Miah, Abdul Momen, et al.
Gepubliceerd in: (2023)

SSI-Federation: facilitating identity federation using self sovereign identity for Web-services
door: Mahir, Sajid Imam, et al.
Gepubliceerd in: (2024)

Mastering blockchain : distributed ledger technology, decentralization and smart contracts explained /
door: Bashir, Imran
Gepubliceerd in: (2018)

A look into parkinson’s disease and the implications of gene therapy as a novel clinical approach
door: Islam, Md. Rakibul
Gepubliceerd in: (2023)

Tokenized property renting and trading using blockchain
door: Hossain, Md. Miraj, et al.
Gepubliceerd in: (2023)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
door: Shahriar, Farhan, et al.
Gepubliceerd in: (2021)

An advanced healthcare android application with machine learning
door: Ridwan, Naeeb MD, et al.
Gepubliceerd in: (2018)