New machine learning model could help pinpoint stages of Parkinson’s

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Author: Sophie BatesPublished: 13 August 2020

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A new machine learning model aims to help clinicians understand how Parkinson’s progresses in an individual, in relation to the emergence of symptoms of the condition.

The model, designed by US technology company IBM in collaboration with US charity The Michael J Fox Foundation (MJFF), assesses how advanced an individual’s Parkinson’s is – and takes into consideration how medication may mask visible symptoms such as tremors. Researchers at IBM plan to train the model using data from people with Parkinson’s, collected by MJFF, to help define each stage of the condition.

Kristen Severson, a postdoctoral researcher at IBM Research said: “In the future, progression models such as ours may help support various clinical applications. For example, once the disease states are learned, clinicians could quantitatively group patients as well as better predict progression – which could potentially help to inform more personalised patient care and management, as well as more effective drug trials.”

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For more information on the latest Parkinson’s research please visit the EPDA website.

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New machine learning model could help pinpoint stages of Parkinson’s

News

Author: Sophie BatesPublished: 13 August 2020

Prep: Cook: Serves:

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Interviews

“I came home, spoke to my wife, and we cried together”

Advances

Waking up to the impact of sleep disruption

Perspectives

Tom Isaacs: The road to fulfilment – from diagnosis to advocacy

New tool could support “faster diagnosis” of Parkinson’s disease psychosis

Has Covid-19 impacted access to Parkinson’s medication?

Brazilian dance could improve mobility in people with Parkinson’s, study finds

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New machine learning model could help pinpoint stages of Parkinson’s

News

Author: Sophie BatesPublished: 13 August 2020

Prep: Cook: Serves:

Last Month

Next Month

Share this story

Comments

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Interviews

“I came home, spoke to my wife, and we cried together”

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Waking up to the impact of sleep disruption

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Tom Isaacs: The road to fulfilment – from diagnosis to advocacy

New tool could support “faster diagnosis” of Parkinson’s disease psychosis

Has Covid-19 impacted access to Parkinson’s medication?

Brazilian dance could improve mobility in people with Parkinson’s, study finds

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