Early detection of parkinson’s disease using image processing and artificial neural network

Early detection of parkinson’s disease using image processing and artificial neural network

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Manylion Llyfryddiaeth
Prif Awduron:	Rumman, Mosarrat, Tasneem, Abu Nayeem, Farzana, Sadia
Awduron Eraill:	Alam, Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	BRAC University 2018
Pynciau:	Image processing Artificial neural network Parkinson’s disease Early detection
Mynediad Ar-lein:	http://hdl.handle.net/10361/10151

Eitemau Tebyg

Impact of Lifestyle on the Disease Progression of Parkinson’s
gan: Annee, Israt Jahan
Cyhoeddwyd: (2023)

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

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

Diagnostic biomarkers of Parkinson’s disease: The present and the future
gan: Ferdous, Labiba
Cyhoeddwyd: (2023)

Deepfake detection using neural networks
gan: Sakib, Sadman, et al.
Cyhoeddwyd: (2021)

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

Exploring Alzheimer's disease prediction with XAI in various neural network models
gan: Rahman, Quazi Ashikur, et al.
Cyhoeddwyd: (2022)

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

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

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
gan: Ferdous, Md.Rubaiat, et al.
Cyhoeddwyd: (2024)

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

A federated learning approach for detecting Parkinson’s disease through privacy preserving by blockchain
gan: Dipro, Sumit Howlader, et al.
Cyhoeddwyd: (2022)

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)

Fundamentals of artificial neural networks /
gan: Hassoun, Mohamad H.
Cyhoeddwyd: (1995)

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

End to end Bangla handwritten and scene text detection using convolutional neural network
gan: Mahal, Somania Nur, et al.
Cyhoeddwyd: (2018)

Detection of Parkinson’s disease from Neuro-imagery using deep neural network with transfer learning
gan: Asaduzzaman, et al.
Cyhoeddwyd: (2021)

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

Disease detection system of mango leaves
gan: Islam, Sabrina, et al.
Cyhoeddwyd: (2024)

PlantGuard: intelligent plant disease detection
gan: Khanom, Nazifa
Cyhoeddwyd: (2024)

Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

Smoke detection using image processing
gan: Sarker, Md. Kamrujjaman
Cyhoeddwyd: (2018)

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

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
gan: Mahbub, Riasat, et al.
Cyhoeddwyd: (2022)

Brain tumor detection with convolutional neural network
gan: Galib, Abrar Tahmid, et al.
Cyhoeddwyd: (2024)

Drone detection by neural network using SURF feature and GLCM method
gan: Ahmed, Tanzia, et al.
Cyhoeddwyd: (2018)

Artificial neural network modelling /
Cyhoeddwyd: (2016)

Early detection of cervical cancer using deep neural networks
gan: Akhund, Atoshi, et al.
Cyhoeddwyd: (2023)

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

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

Connected hidden neurons (CHNNet): an artificial neural network for rapid convergence
gan: Shahir, Rafiad Sadat, et al.
Cyhoeddwyd: (2024)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
gan: Pavel, Monirul Islam, et al.
Cyhoeddwyd: (2018)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
gan: Alvi, Md.Waseq Alauddin
Cyhoeddwyd: (2024)

Exploring deep features: deeper fully convolutional neural network for image segmentation
gan: Kamran, Sharif Amit, et al.
Cyhoeddwyd: (2017)

Suspicious human-movement detection
gan: Biswas, Amlan, et al.
Cyhoeddwyd: (2018)

Comparison of machine learning techniques to predict cardiovascular disease
gan: Jaber, Mir Mohammad, et al.
Cyhoeddwyd: (2019)

Image classification using deep neural network for efficient identification of traffic sign
gan: Saha, Sourajit
Cyhoeddwyd: (2018)