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      Is Open Access

      Python machine learning based detection of Parkinson's Disease using XGBoost

      Published
      research-article
      Author(s):   1 ,
      Publication date (Electronic preprint):
      Journal: ScienceOpen Posters
      Publisher: ScienceOpen
      Keywords: Parkinson's disease, Machine learning, Python, Xtreme Gradient Boosting algorithm
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            Abstract

            Content

            Author and article information

            Journal
            Title: ScienceOpen Posters
            Publisher: ScienceOpen
            Publication date (Electronic preprint): 14 May 2020
            Affiliations
            [1 ] PDM University, Bahadurgarh, Delhi, India
            Author information
            https://orcid.org/0000-0002-9740-2350
            Article
            DOI: 10.14293/S2199-1006.1.SOR-.PPWX1HP.v1
            SO-VID: 81e7cbfa-d47b-47d8-a9ab-b693c1c936ad
            License:

            This work has been published open access under Creative Commons Attribution License CC BY 4.0 , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Conditions, terms of use and publishing policy can be found at www.scienceopen.com .

            History
            Date received : 14 May 2020

            Data availability: The datasets generated during and/or analysed during the current study are available in the repository: https://archive.ics.uci.edu/ml/machine-learning-databases/parkinsons/
            ScienceOpen disciplines: Computer science,Engineering
            Keywords: Parkinson's disease,Machine learning,Python,Xtreme Gradient Boosting algorithm

            Comments

            wrote:

            I have been diagnosed with Parkinson's disease since 2010, by the VA. I found that none of the current medications worked (side effects for me). I currently take Pramipexole dihydrochloride three times daily. It isn’t working well neither. I still have some tremors. Was on carbidopa levodopa but only lasted 90 minutes then wore off. Down side of Carbidopa is after reaching max dosage it will no longer give relief, nothing was working for me and to make matters worse There has been little if any progress in finding a reliable medical treatment for Parkinson’s disease, This year our family doctor started me on Healthherbsclinic Parkinson’s Disease Herbal mixture, 6 months into treatment I improved dramatically. At the end of the full treatment course, the disease is totally under control. No case of Parkinson’s, hallucination, weakness, muscle pain or tremors. I’m strong again and able to go about daily activities. Visit Health Herbs Clinic website healthherbsclinic .com

            2022-08-29 10:03 UTC
            +1

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