A machine learning approach to identifying important features for achieving step thresholds in individuals with chronic stroke.
<h4>Background</h4>While many factors are associated with stepping activity after stroke, there is significant variability across studies. One potential reason to explain this variability is that there are certain characteristics that are necessary to achieve greater stepping activity th...
| Published in: | PLoS ONE |
|---|---|
| Main Authors: | Allison E Miller, Emily Russell, Darcy S Reisman, Hyosub E Kim, Vu Dinh |
| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2022-01-01
|
| Online Access: | https://doi.org/10.1371/journal.pone.0270105 |
Similar Items
A machine learning approach to identifying important features for achieving step thresholds in individuals with chronic stroke
by: Allison E. Miller, et al.
Published: (2022-01-01)
by: Allison E. Miller, et al.
Published: (2022-01-01)
Beyond steps per day: other measures of real-world walking after stroke related to cardiovascular risk
by: Allison Miller, et al.
Published: (2022-10-01)
by: Allison Miller, et al.
Published: (2022-10-01)
Paretic propulsion changes with handrail Use in individuals post-stroke
by: Erica H. Hinton, et al.
Published: (2024-03-01)
by: Erica H. Hinton, et al.
Published: (2024-03-01)
Changes in Predicted Muscle Coordination with Subject-Specific Muscle Parameters for Individuals after Stroke
by: Brian A. Knarr, et al.
Published: (2014-01-01)
by: Brian A. Knarr, et al.
Published: (2014-01-01)
Speed-dependent biomechanical changes vary across individual gait metrics post-stroke relative to neurotypical adults
by: Sarah A. Kettlety, et al.
Published: (2023-01-01)
by: Sarah A. Kettlety, et al.
Published: (2023-01-01)
Identifying Unique Subgroups of Individuals With Stroke Using Heart Rate and Steps to Characterize Physical Activity
by: Lily J. Koffman, et al.
Published: (2023-09-01)
by: Lily J. Koffman, et al.
Published: (2023-09-01)
Do Improvements in Balance Relate to Improvements in Long-Distance Walking Function after Stroke?
by: Louis N. Awad, et al.
Published: (2014-01-01)
by: Louis N. Awad, et al.
Published: (2014-01-01)
Customized passive-dynamic ankle–foot orthoses can improve walking economy and speed for many individuals post-stroke
by: Jacob T. Skigen, et al.
Published: (2024-07-01)
by: Jacob T. Skigen, et al.
Published: (2024-07-01)
Step-by-Step to Achieve our Goals
by: Domingo M. Braile
by: Domingo M. Braile
Effects of Visual Feedback During Recumbent Stepping in Individuals With Chronic Stroke
by: Vicky Pardo, PT, DHS, et al.
Published: (2020-12-01)
by: Vicky Pardo, PT, DHS, et al.
Published: (2020-12-01)
Influence of Aeration Threshold on Performance of Stepped Spillway
by: LI Xiaochao, et al.
Published: (2023-07-01)
by: LI Xiaochao, et al.
Published: (2023-07-01)
The Importance Of Individualized Physical Training In Women's Basketball At Junior Level In Achieving Sports Performance
by: Loredana Ion, et al.
Published: (2025-09-01)
by: Loredana Ion, et al.
Published: (2025-09-01)
Identifying the Threshold of Iron Deficiency in the Central Nervous System of the Rat by the Auditory Brainstem Response
by: Allison R. Greminger, et al.
Published: (2015-02-01)
by: Allison R. Greminger, et al.
Published: (2015-02-01)
IMPORTANCE AND CORRECTNESS OF THE TERM “ANAEROBIC THRESHOLD”. THRESHOLD CHANGES OF COMPENSATORY AND ADAPTIVE BODY REACTIONS IN INCREASING PHYSICAL EXERTION
by: T. A. Lelyavina, et al.
Published: (2014-11-01)
by: T. A. Lelyavina, et al.
Published: (2014-11-01)
Defining Hypoperfusion in Chronic Aphasia: An Individualized Thresholding Approach
by: Noelle T. Abbott, et al.
Published: (2021-04-01)
by: Noelle T. Abbott, et al.
Published: (2021-04-01)
Linked Heritage: achievements and next steps
by: Antonella Fresa
Published: (2013-05-01)
by: Antonella Fresa
Published: (2013-05-01)
Digital twins: a stepping stone to achieve ocean sustainability?
by: Asaf Tzachor, et al.
Published: (2023-10-01)
by: Asaf Tzachor, et al.
Published: (2023-10-01)
Validity and reliability of the 2-min step test in individuals with stroke and lower-limb musculoskeletal disorders
by: Tomoya Ishigaki, et al.
Published: (2024-04-01)
by: Tomoya Ishigaki, et al.
Published: (2024-04-01)
How many individuals with Familial Hypercholesterolaemia (FH) need to be identified to achieve the NHS 2019 Long Term Plan ambition?
by: S.E. Humphries, et al.
Published: (2023-12-01)
by: S.E. Humphries, et al.
Published: (2023-12-01)
Next Year, Together
by: Emily Reisman
Published: (2020-07-01)
by: Emily Reisman
Published: (2020-07-01)
Modeling and application of emission threshold of atmospheric pollutant to achieve the standard
by: XU Wei-guo, et al.
Published: (2006-11-01)
by: XU Wei-guo, et al.
Published: (2006-11-01)
After the First Step… Imagine
by: Darcy D Marciniuk
Published: (2007-01-01)
by: Darcy D Marciniuk
Published: (2007-01-01)
IMPORT SUBSTITUTION, AGRICULTURAL ECONOMICS AND FOOD SAFETY: TWO STEPS FORWARD, ONE STEP BACK
by: Kopein V.V., et al.
Published: (2016-09-01)
by: Kopein V.V., et al.
Published: (2016-09-01)
A step towards decarbonised district heating systems: Assessment of the importance of individual metering on the system level
by: Igor Balen, et al.
Published: (2022-05-01)
by: Igor Balen, et al.
Published: (2022-05-01)
A scoping review on examination approaches for identifying tactile deficits at the upper extremity in individuals with stroke
by: Arco P. Paul, et al.
Published: (2024-06-01)
by: Arco P. Paul, et al.
Published: (2024-06-01)
The last step to achieve barrier damage control
by: Ilaria Baglivo, et al.
Published: (2024-02-01)
by: Ilaria Baglivo, et al.
Published: (2024-02-01)
Steps towards achieving skilled attendance at birth
by: Cynthia Stanton
Published: (2008-04-01)
by: Cynthia Stanton
Published: (2008-04-01)
Identifying Critical Thresholds for Resilient Regional Food Flows: A Case Study From the U.S. Upper Midwest
by: Michelle Miller
Published: (2021-10-01)
by: Michelle Miller
Published: (2021-10-01)
Leicester Cough Questionnaire validation and clinically important thresholds for change in refractory or unexplained chronic cough
by: Allison Martin Nguyen, et al.
Published: (2022-05-01)
by: Allison Martin Nguyen, et al.
Published: (2022-05-01)
Pan-cancer copy number analysis identifies optimized size thresholds and co-occurrence models for individualized risk stratification
by: Minh P. Nguyen, et al.
Published: (2025-07-01)
by: Minh P. Nguyen, et al.
Published: (2025-07-01)
Threshold Effects of Import Dependence of Economic Growth in Nigeria
by: Aigheyisi, Oziengbe Scott
Published: (2021-12-01)
by: Aigheyisi, Oziengbe Scott
Published: (2021-12-01)
Important steps in studying the tectonosphere of Ukraine
by: V. I. Starostenko
Published: (2010-04-01)
by: V. I. Starostenko
Published: (2010-04-01)
Author Correction: Digital twins: a stepping stone to achieve ocean sustainability?
by: Asaf Tzachor, et al.
Published: (2023-12-01)
by: Asaf Tzachor, et al.
Published: (2023-12-01)
Threshold of potential concern: an early way to identify the ecosystem structural thresholds in a grazing gradient
by: H. Siroosi, et al.
Published: (2018-01-01)
by: H. Siroosi, et al.
Published: (2018-01-01)
Important achievements in Chinese studies of Hungary
by: Szandra Ésik
Published: (2025-01-01)
by: Szandra Ésik
Published: (2025-01-01)
FATHERS’ IMPORTANCE IN ADOLESCENTS’ ACADEMIC ACHIEVEMENT
by: Stephen D. Whitney, et al.
Published: (2018-03-01)
by: Stephen D. Whitney, et al.
Published: (2018-03-01)
Female students pulse response on individual steps of step-aerobics
by: M. V. Kuzmenko, et al.
Published: (2019-03-01)
by: M. V. Kuzmenko, et al.
Published: (2019-03-01)
SAVE: Steps in Achieving Viable Energy—Leader Guide
by: Nathan Mitten, et al.
Published: (2014-01-01)
by: Nathan Mitten, et al.
Published: (2014-01-01)
SAVE: Steps in Achieving Viable Energy—Youth Guide
by: Nathan Mitten, et al.
Published: (2018-01-01)
by: Nathan Mitten, et al.
Published: (2018-01-01)
SAVE: Steps in Achieving Viable Energy—Teacher Edition
by: Nathan Mitten, et al.
Published: (2014-01-01)
by: Nathan Mitten, et al.
Published: (2014-01-01)
Similar Items
-
A machine learning approach to identifying important features for achieving step thresholds in individuals with chronic stroke
by: Allison E. Miller, et al.
Published: (2022-01-01) -
Beyond steps per day: other measures of real-world walking after stroke related to cardiovascular risk
by: Allison Miller, et al.
Published: (2022-10-01) -
Paretic propulsion changes with handrail Use in individuals post-stroke
by: Erica H. Hinton, et al.
Published: (2024-03-01) -
Changes in Predicted Muscle Coordination with Subject-Specific Muscle Parameters for Individuals after Stroke
by: Brian A. Knarr, et al.
Published: (2014-01-01) -
Speed-dependent biomechanical changes vary across individual gait metrics post-stroke relative to neurotypical adults
by: Sarah A. Kettlety, et al.
Published: (2023-01-01)
