Browsing by Subject "Parkinson’s disease"
Now showing items 1-11 of 11
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A comprehensive hybrid framework for Parkinson’s disease detection: integrating handcraft features along with deep learning-based feature extraction with variational autoencoder and traditional machine learning techniques for classification
(BRAC University, 2024-10)Neurodegenerative disorders, such as Parkinson’s disease, present a significant medical challenge, necessitating innovative approaches for detection. This thesis introduces a comprehensive hybrid framework that combines ... -
Early detection of parkinson’s disease using image processing and artificial neural network
(BRAC University, 2018-04)Early detection of Parkinson‟s Disease (PD) is very crucial for effective management and treatment of the disease. Dopaminergic images such as Single Photon Emission Tomography (SPECT) using 123I-Ioflupane can substantially ... -
Epigenetic dysregulation in neurodegenerative diseases and potential treatment
(Brac University, 2022-04)Epigenetics holds significant relevance in the contemporary neuroscience and has been associated with the pathogenesis of different neurodegenerative disorders. Epigenetic modifications including DNA methylation and histone ... -
A federated learning approach for detecting Parkinson’s disease through privacy preserving by blockchain
(Brac University, 2022-05)Parkinson’s disease is a degenerative ailment caused by the loss of nerve cells in the brain region known as the Substantia Nigra, which governs movement. These nerve cells die or deteriorate, rendering them unable to ... -
Impact of Lifestyle on the Disease Progression of Parkinson’s
(Brac University, 2022-03)Parkinson's disease is a neurodegenerative illness that causes the nerves in the brain to deteriorate. Shivering, muscular stiffness, sadness, cognitive issues, and sleep problems are some of the symptoms. A molecule ... -
A look into parkinson’s disease and the implications of gene therapy as a novel clinical approach
(Brac University, 2022-02)"Parkinson’s Disease (PD) is considered as one of the highest occurring neurodegenerative disorders. Motor complexities are the major symptoms of this disease which mainly includes bradykinesia, rigidity and tremor. ... -
Parkinson’s disease freezing of gait (FOG) symptom detection using machine learning from wearable sensor data
(BRAC University, 2024-11)Freezing of gait (FoG) is a special symptom found in patients with Parkinson’s disease (PD). Patients who have FoG abruptly lose the capacity to walk as they normally would. Accelerometers worn by patients can record ... -
Potential treatments for epigenetic dysregulation in neurological diseases
(BRAC University, 2023-02)Epigenetics is of great importance to modern neuroscience because of its link to the etiology of certain neurodegenerative diseases. The roles of epigenetic changes like DNA methylation and histone acetylation in transcriptional ... -
A review on relationship of SNP at rs2228570 of VDR gene and different diseases in different populations
(BRAC University, 2023-02)Multiple disorders are caused by mutations in the vitamin D receptor (VDR) gene. The VDR gene directs the body to manufacture vitamin D receptor protein (VDR). This vitamin D receptor is engaged in vitamin D-mediated ... -
Role of circular RNA in neurological disease
(Brac University, 2023-07)Neurological disorders are increasingly recognized as major causes of death and disability worldwide. Among different types of treatment options, circRNAs might play vital roles in Alzheimer’s disease, Parkinson’s disease, ... -
Treatment options of Parkinson’s disease: How far we are from the cure?
(Brac University, 2021-01)Parkinson’s disease (PD) can be defined as a neurodegenerative disorder, which is associated with movement disorders and comprises of four prevalent cardinal indications, which are rigidity, bradykinesia, tremor and ...
