Sunday 15 October 2023

Parkinson disease detction through ensemble of Voice patterns and Key stroke dynamics #PhD #researchtopic

What is Parkinson disease?
Parkinson's, is a progressive neurodegenerative disorder that primarily affects movement and can also cause a wide range of non-motor symptoms. It is a chronic condition that worsens over time, and while there is no cure, there are treatments available to manage its symptoms.

What are the symptoms of Parkinson disease ?
The primary symptoms of parkinson includes, 
  • tremers, Bradykinesia we call as slow in doing any activity,
  •  Muscle Rigidity that creates challenging muscle stiffness, 
  • Postural Instability unable to balance the co-ordination. 
These symptoms are called as motorists symptoms since we can see the changes in movements. on the other hand, other symptoms are

  • Depression and Anxiety: Many individuals with Parkinson's experience mood disorders, including depression and anxiety.
  • Cognitive Changes: Cognitive impairment can occur, and some people may develop dementia in advanced stages.
  • Sleep Disturbances: Sleep problems such as insomnia and restless leg syndrome are common.
  • Autonomic Dysfunction: This can lead to issues like constipation, urinary problems, and orthostatic hypotension (a drop in blood pressure when standing up).
  • Loss of Smell: A reduced ability to smell is often an early non-motor symptom.
  • Speech and Swallowing Difficulties: Parkinson's can affect the muscles involved in speech and swallowing, leading to issues in these areas

How Voice data is helpful in analyzing Parkinson's?

Voice data analysis can be a valuable tool in diagnosing and monitoring Parkinson's disease. Parkinson's disease is a neurodegenerative disorder that affects motor function and can also impact speech.

Early Detection: Changes in speech patterns can be one of the early indicators of Parkinson's disease. Analyzing voice data for subtle changes in pitch, tone, and articulation can help in early diagnosis.

Monitoring Progression: As Parkinson's disease progresses, it can lead to more pronounced speech issues. Voice data analysis can be used to monitor how speech changes over time, which can be valuable for tracking the progression of the disease.

Objective Assessment: Unlike traditional clinical assessments, voice data analysis can provide objective data about speech patterns. This can be useful for both patients and healthcare professionals to track the impact of the disease.

Treatment Efficacy: Voice data analysis can also be used to assess the effectiveness of treatments and interventions. It can help determine if medication or therapy is improving speech quality.

How to Overcome Parkinson's?
There is currently no cure for Parkinson's disease, but various treatments are available to help manage its symptoms. Medications, physical therapy, occupational therapy, and, in some cases, surgical interventions like deep brain stimulation can be used to improve the quality of life and manage the condition. Parkinson's disease is a chronic condition that requires ongoing management and support, often involving a healthcare team that includes neurologists, physical therapists, and other specialists.


DM for more details !!!
#phdproject #researchtopic #phdsupport

Contact us for for any kind of VLSI needs. SUBSCRIBE to our Blog & get daily updates Also visit my FREE CORE JOB UPDATES BLOG BELOW!!! https://corejobschennai.blogspot.in/ We Support you Project centers , Project centers in Chennai, Best project centers in Chennai, #Ieee project centers in Chennai, #Finalyearprojectcente, #Cse project centers in Chennai, Ece project centers in Chennai, EEE #project centers in Chennai, #IT project centers in Chennai, BE project centers in Chennai, Me project centers in Chennai, Phd project centers in chennai, M tech project centers in Chennai, Best java training companies in Chennai, #B tech project centers in Chennai, Mca# project centers in Chennai, Mba project centers in Chennai, Best project centers in Chennai, College projects in Chennai, Academic project companies, Dot net training in Chennai, Best dot net training in Chennai, Java training centers in Chennai, #JAVA training Chennai, Software testing in Chennai, Oracle training centers# Chennai, Best oracle training centers, Oracle training centers in Chennai, #Internship training companies, Internship training, Inplant training in Chennai, Internship training in Chennai, Internship training centers, Real time projects, Real time projects Chennai, Real time project centers in Chennai, Best php training in Chennai, JAVA training Chennai, Java training centers in Chennai, #Best php training in Chennai, College projects in Chennai, #Mini project centers in Chennai, php training in Chennai, Best dot net training in Chennai, #Mini project companies in Chennai

No comments:

Post a Comment

GREETINGS