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  2. Parkinson's MRI: Diagnosing Early Onset Through Brain Imaging

    www.healthline.com/health/parkinsons/parkinsons-mri

    MRIs can help detect early onset Parkinson’s before any symptoms appear. MRIs can spot damaged brain neurons that can indicate Parkinson’s and help predict the severity of future symptoms ...

  3. Areas of the Brain Affected by Parkinson's Disease - Healthline

    www.healthline.com/health/parkinsons-disease/...

    Parkinson’s disease is a neurological disorder that gets progressively worse over time. The condition is caused by the destruction of nerve cells in an area of the brain that controls movement ...

  4. List of RNA-Seq bioinformatics tools - Wikipedia

    en.wikipedia.org/wiki/List_of_RNA-Seq...

    Implemented by Python 2.7, BioQueue can work in both POSIX compatible systems (Linux, Solaris, OS X, etc.) and Windows. See also. [71] BioWardrobe is an integrated package that for analysis of ChIP-Seq and RNA-Seq datasets using a web-based user-friendly GUI. For RNA-Seq Biowardrobe performs mapping, quality control, RPKM estimation and ...

  5. Types of Parkinson's and How They're Diagnosed - Healthline

    www.healthline.com/health/parkinsons/types-of...

    A doctor trained in neurogenerative conditions diagnoses Parkinson’s based on your symptoms, medical history, and results from a physical and neurological test. No single test can diagnosis ...

  6. Stages of Parkinson's Disease: How Symptoms Can ... - WebMD

    www.webmd.com/parkinsons-disease/parkinsons...

    Your arms or legs get stiff. You have symptoms only on one side of your body, like a tremor in one arm. Moderate stage. Often within 3 to 7 years, you’ll see more changes. Early on, you might ...

  7. Receiver operating characteristic - Wikipedia

    en.wikipedia.org/wiki/Receiver_operating...

    A receiver operating characteristic curve, or ROC curve, is a graphical plot that illustrates the performance of a binary classifier model (can be used for multi class classification as well) at varying threshold values. The ROC curve is the plot of the true positive rate (TPR) against the false positive rate (FPR) at each threshold setting.

  8. List of datasets for machine-learning research - Wikipedia

    en.wikipedia.org/wiki/List_of_datasets_for...

    Parkinson Speech Dataset Multiple recordings of people with and without Parkinson's Disease. Voice features extracted, disease scored by physician using unified Parkinson's disease rating scale. 1,040 Text Classification, regression 2013 [117] [118] B. E. Sakar et al. Spoken Arabic Digits Spoken Arabic digits from 44 male and 44 female.

  9. Parkinson’s Hallucinations: Causes and Treatment - WebMD

    www.webmd.com/parkinsons-disease/parkinsons...

    Up to 50% of people with Parkinson’s disease get psychosis. Things that can make that more likely include: Long-term use of drugs to manage motor symptoms, like tremor; Changes in sleep;