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  2. Hoehn and Yahr scale - Wikipedia

    en.wikipedia.org/wiki/Hoehn_and_Yahr_scale

    Hoehn and Yahr scale. The Hoehn and Yahr scale is a commonly used system for describing how the symptoms of Parkinson's disease progress. It was originally published in 1967 in the journal Neurology by Margaret Hoehn and Melvin Yahr and included stages 1 through 5. [1] Since then, a modified Hoehn and Yahr scale was proposed with the addition ...

  3. 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 ...

  4. Receiver operating characteristic - Wikipedia

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

    Conversely, a true negative (TN) has occurred when both the prediction outcome and the actual value are n, and a false negative (FN) is when the prediction outcome is n while the actual value is p. To get an appropriate example in a real-world problem, consider a diagnostic test that seeks to determine whether a person has a certain disease.

  5. How Your Voice Could Reveal Hidden Disease - WebMD

    www.webmd.com/alzheimers/news/20221207/how-your...

    For example, slurred speech could indicate Parkinson’s, a stroke, or ALS, among other things. “We can hold approximately seven pieces of information in our head at one time,” says Rudzicz.

  6. 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 ...

  7. 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.

  8. What to Expect in End Stage Parkinson’s Disease - Healthline

    www.healthline.com/health/parkinsons/end-stage...

    The most advanced stage of Parkinson’s is called end stage or stage 5. People with end stage Parkinson’s may experience severe motor symptoms, making it difficult for them to stand or walk.

  9. 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 ...

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