Predicting the Severity of Parkinson’s Disease Dementia by Assessing the Neuropsychiatric Symptoms with an SVM Regression Model

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• The road ahead: 2021 January 25, 2021 # # # # At the start of each year, it is a useful practise to layout what is planned over the next 12 months. The events that are scheduled for the year to come, so that we can keep an eye out for them. Obviously, where 2021 will end actually is unpredictable, but an outline of what is scheduled…
• The road ahead: 2020 January 5, 2020 Here at the SoPD, we are primarily interested in disease modification for Parkinson’s. While there is a great deal of interesting research exploring the causes of the condition, novel symptomatic therapies, and other aspects of Parkinson’s, my focus is generally on the science seeking to slow, stop or reverse the condition. At the start of each year, it is a…
• 2019: Year in review December 31, 2019   In this end-of-year post, we review the Parkinson’s research that caught our attention at SoPD HQ in 2019. Month-by-month we will briefly discuss some of the major pieces of research/announcements that have defined the year and advanced our understanding of Parkinson’s. The list is based on nothing more than the author’s personal opinion – apologies to any researchers who…
• Parkinson’s: Reflective Gratitude of Life December 20, 2019 “We don’t need more to be thankful for, we just need to be more thankful.” Carlos Castaneda “Take as a gift whatever the day brings forth.” Horace Introduction: The title of this blog post says it all. At the age of 66 years old, I stand before you thinking I need to be more thankful. Really? Yes, many deserve my gratitude…
• Parkinson’s: Reflective Gratitude of Life December 20, 2019 “We don’t need more to be thankful for, we just need to be more thankful.” Carlos Castaneda “Take as a gift whatever the day brings forth.” Horace Introduction: The title of this blog post says it all. At the age of 66 years old, I stand before you thinking I need to be more thankful. Really? Yes, many deserve my gratitude…
• Monthly research review – March 2021 March 31, 2021 # # # # At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during March 2021. The post is divided into ten parts based on the type of research: Top 5 pieces of Parkinson’s news Articles of general interest Basic biology…
• Monthly Research Review – December 2020 December 31, 2020   At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during December 2020. The post is divided into seven parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical trial news Conferences/lectures Other news…
• Predicting the Severity of Parkinson's Disease Dementia by Assessing the Neuropsychiatric Symptoms with an SVM Regression Model April 3, 2021 Int J Environ Res Public Health. 2021 Mar 4;18(5):2551. doi: 10.3390/ijerph18052551.ABSTRACTIn this study, we measured the convergence rate using the mean-squared error (MSE) of the standardized neuropsychological test to determine the severity of Parkinson's disease dementia (PDD), which is based on support vector machine (SVM) regression (SVR) and present baseline data in order to develop a model to predict the…
• Predicting the Severity of Parkinson's Disease Dementia by Assessing the Neuropsychiatric Symptoms with an SVM Regression Model April 3, 2021 Int J Environ Res Public Health. 2021 Mar 4;18(5):2551. doi: 10.3390/ijerph18052551.ABSTRACTIn this study, we measured the convergence rate using the mean-squared error (MSE) of the standardized neuropsychological test to determine the severity of Parkinson's disease dementia (PDD), which is based on support vector machine (SVM) regression (SVR) and present baseline data in order to develop a model to predict the…
• Monthly Research Review – November 2020 November 30, 2020   At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during November 2020. The post is divided into seven parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical trial news Conferences/lectures Other news…
• Monthly Research Review – February 2021 February 28, 2021 # # # # At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during February 2021. The post is divided into eight parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical trial news…
• Monthly Research Review – January 2021 January 31, 2021 # # # # At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during the previous 4 weeks. The post is divided into eight parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical…
• 2020: Year in Review January 1, 2021 # # # # In this end-of-year post, we review the Parkinson’s research that caught our attention at SoPD HQ in 2020. Month-by-month we will briefly discuss some of the major pieces of research/ announcements that have defined the year and advanced our understanding of Parkinson’s. The list is based on nothing more than the author’s personal opinion – apologies…
• Monthly research review: February 2020 February 29, 2020   At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during February 2020. The post is divided into seven parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical trial news Other news Review…
• Monthy research review – December 2019 December 30, 2019   At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during December 2019. The post is divided into seven parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical trial news Other news Review…
• Monthly Research Review – November 2019 November 30, 2019   At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during November 2019. The post is divided into seven parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical trial news Other news Review…
• Monthly Research Review: Jaunary 2020 January 31, 2020   At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during January 2020. The post is divided into seven parts based on the type of research: Basic biology, Disease mechanism, Clinical research, New clinical trials, Clinical trial news, Other news, and…
• A Primer on Sleep and Parkinson’s August 14, 2019 For many years, the benefits and causes of sleep remained a mystery. However, in the past few years, sleep science has grown significantly. We now have a deeper understanding of the importance of sleep, why it is so essential to sleep consistently and properly, the effects of sleep medicine and how people with Parkinson’s are specifically affected. Matthew Walker, PhD…
• The What, Why, and How of Community Action Committees (CACs) January 20, 2021 In our post announcing our Healthy Parkinson’s Communities initiative, we outlined our three goals:  Ensure Parkinson’s community leaders have the knowledge and resources they need to make a positive and sustainable change in their community  Encourage and support data-informed initiatives designed to increase access to and engagement with resources that improve the quality of life for people with Parkinson’s Work with communities to raise awareness…
• Monthly research review – October 2019 October 31, 2019   At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during October 2019. The post is divided into seven parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical trial news Other news Review…
• Shining a light on Parkinson’s November 7, 2019   NOTE: The information in today’s post should not be considered an endorsement of PhotoPharmics or the treatment they are proposing. The author of this blog has had no communication with the company. The information in this post is provided because the author has been asked by readers to discuss it. In October 2018, at the annual International Movement Disorders…
• Monthly Research Review – September 2019 September 30, 2019   At the end of each month the SoPD writes a post which provides an overview of some of the major pieces of Parkinson’s-related research that were made available during September 2019. The post is divided into seven parts based on the type of research: Basic biology Disease mechanism Clinical research New clinical trials Clinical trial news Other news Review…