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verify-tagFloodlight Open Dataset

healthcareearth and natureneurosciencebusinesstime series analysis

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数据标识:D17222226982087202

发布时间:2024/07/29

数据描述

Content

The data collected throughout the study contains assessments of participants' ability (with and without self-declared MS) to perform simple tasks on their smartphones with the aim of understanding the effects of MS on mood, cognition, hand-motor function, postural stability, and gait. The tasks are categorized into the following:

  • Brain: Quick daily questions about how participants feel to understand their well-being and mood. Matching symbol tasks to assess the speed of processing information.
  • Hand: Hand-motor function tasks designed by healthcare professionals to gather information on manual dexterity, strength, and precision over time.
  • Mobility: Walking and posture tasks to track changes in your mobility, stability, speed, and balance over time.
  • Passive monitoring: Collect data continuously in the background on how participants move throughout the day.

Related Publications

Acknowledgements

The data came from the Floodlight Open Study: https://floodlightopen.com, please reference and cite the original page and check there for more details on the acquisition, protocol, ethics approval, and updated data.

Inspiration

  • Can you come up with a classifier for accurately differentiating the MS from the control patients?
  • How does the time change for activity performance vary between MS and healthy patients?
  • Can you predict the severity (speed and amount of deterioration) of MS from information about the patient (age, initial abilities, location)

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Floodlight Open Dataset
6
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18.8MB
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