Bag-of-steps: Predicting lower-limb fracture rehabilitation length by weight loading analysis

Albert Pla; Natalia Mordvanyuk; Beatriz Lopez; Marco Raaben; Taco J. Blokhuis; Herman R. Holstlag

doi:10.1016/j.neucom.2016.11.084

Bag-of-steps: Predicting lower-limb fracture rehabilitation length by weight loading analysis

Albert Pla^*, Natalia Mordvanyuk, Beatriz Lopez, Marco Raaben, Taco J. Blokhuis, Herman R. Holstlag

^*Corresponding author for this work

OG - Heelkunde

Research output: Contribution to journal › Article › Academic › peer-review

Original language	English
Pages (from-to)	109-115
Number of pages	7
Journal	Neurocomputing
Volume	268
DOIs	https://doi.org/10.1016/j.neucom.2016.11.084
Publication status	Published - 13 Dec 2017

Keywords

Medical informatics
Gait analysis
Bag-of-words
Support vector machines
Clustering
Pattern recognition
Health
ARTIFICIAL NEURAL-NETWORKS
SUPPORT VECTOR MACHINES
GAIT EVENT DETECTION
HIP FRACTURE
CLASSIFICATION

Access to Document

10.1016/j.neucom.2016.11.084

Cite this

Pla, A., Mordvanyuk, N., Lopez, B., Raaben, M., Blokhuis, T. J., & Holstlag, H. R. (2017). Bag-of-steps: Predicting lower-limb fracture rehabilitation length by weight loading analysis. Neurocomputing, 268, 109-115. https://doi.org/10.1016/j.neucom.2016.11.084

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title = "Bag-of-steps: Predicting lower-limb fracture rehabilitation length by weight loading analysis",

keywords = "Medical informatics, Gait analysis, Bag-of-words, Support vector machines, Clustering, Pattern recognition, Health, ARTIFICIAL NEURAL-NETWORKS, SUPPORT VECTOR MACHINES, GAIT EVENT DETECTION, HIP FRACTURE, CLASSIFICATION",

author = "Albert Pla and Natalia Mordvanyuk and Beatriz Lopez and Marco Raaben and Blokhuis, {Taco J.} and Holstlag, {Herman R.}",

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AU - Pla, Albert

AU - Mordvanyuk, Natalia

AU - Lopez, Beatriz

AU - Raaben, Marco

AU - Blokhuis, Taco J.

AU - Holstlag, Herman R.

PY - 2017/12/13

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KW - Medical informatics

KW - Gait analysis

KW - Bag-of-words

KW - Support vector machines

KW - Clustering

KW - Pattern recognition

KW - Health

KW - ARTIFICIAL NEURAL-NETWORKS

KW - SUPPORT VECTOR MACHINES

KW - GAIT EVENT DETECTION

KW - HIP FRACTURE

KW - CLASSIFICATION

U2 - 10.1016/j.neucom.2016.11.084

DO - 10.1016/j.neucom.2016.11.084

M3 - Article

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SP - 109

EP - 115

JO - Neurocomputing

JF - Neurocomputing

SN - 0925-2312

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