Validation of an ambient system for the measurement of gait parameters.

Abstract:

:Fall risk in elderly people is usually assessed using clinical tests. These tests consist in a subjective evaluation of gait performed by healthcare professionals, most of the time shortly after the first fall occurrence. We propose to complement this one-time, subjective evaluation, by a more quantitative analysis of the gait pattern using a Microsoft Kinect. To evaluate the potential of the Kinect sensor for such a quantitative gait analysis, we benchmarked its performance against that of a gold-standard motion capture system, namely the OptiTrack. The "Kinect" analysis relied on a home-made algorithm specifically developed for this sensor, whereas the OptiTrack analysis relied on the "built-in" OptiTrack algorithm. We measured different gait parameters as step length, step duration, cadence, and gait speed in twenty-five subjects, and compared the results respectively provided by the Kinect and OptiTrack systems. These comparisons were performed using Bland-Altman plot (95% bias and limits of agreement), percentage error, Spearman's correlation coefficient, concordance correlation coefficient and intra-class correlation. The agreement between the measurements made with the two motion capture systems was very high, demonstrating that associated with the right algorithm, the Kinect is a very reliable and valuable tool to analyze gait. Importantly, the measured spatio-temporal parameters varied significantly between age groups, step length and gait speed proving the most effective discriminating parameters. Kinect-monitoring and quantitative gait pattern analysis could therefore be routinely used to complete subjective clinical evaluation in order to improve fall risk assessment during rehabilitation.

journal_name

J Biomech

journal_title

Journal of biomechanics

authors

Dubois A,Bresciani JP

doi

10.1016/j.jbiomech.2018.01.024

subject

Has Abstract

pub_date

2018-03-01 00:00:00

pages

175-180

eissn

0021-9290

issn

1873-2380

pii

S0021-9290(18)30045-9

journal_volume

69

pub_type

杂志文章
  • The effect of surface area digitizations on the prediction of spherical anatomical geometries for computer-assisted applications.

    abstract::Intraoperative digitization of osseous structures is an integral component of computer-assisted orthopaedic surgery. This study determined the repeatability and accuracy of predicting known radii and center locations of spherical objects for different proportions of digitized surface areas and various sphere sizes. Al...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2009.01.018

    authors: Whitney KD,Ferreira LM,King GJ,Johnson JA

    更新日期:2009-05-29 00:00:00

  • Planar biaxial characterization of diseased human coronary and carotid arteries for computational modeling.

    abstract::Computational models have the potential to provide precise estimates of stresses and strains associated with sites of coronary plaque rupture. However, lack of adequate mathematical description of diseased human vessel wall mechanical properties is hindering computational accuracy. The goal of this study is to charact...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2011.11.019

    authors: Kural MH,Cai M,Tang D,Gwyther T,Zheng J,Billiar KL

    更新日期:2012-03-15 00:00:00

  • Growth plate mechanics and mechanobiology. A survey of present understanding.

    abstract::The longitudinal growth of long bones occurs in growth plates where chondrocytes synthesize cartilage that is subsequently ossified. Altered growth and subsequent deformity resulting from abnormal mechanical loading is often referred to as mechanical modulation of bone growth. This phenomenon has key implications in t...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章,评审

    doi:10.1016/j.jbiomech.2009.05.021

    authors: Villemure I,Stokes IA

    更新日期:2009-08-25 00:00:00

  • A multipurpose muscle ergometer.

    abstract::A fast (0.1 mm steps within 2 ms), strong (40 N continuously) and accurate (resolution 0.002 N and 1.0 micron) muscle ergometer was developed to test dynamic and static properties of mammalian muscle. Both for twitches and for tetani isometric, isokinetic and isotonic contractions can be measured accurately. Force-vel...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/0021-9290(87)90312-5

    authors: Woittiez RD,Brand C,de Haan A,Hollander AP,Huijing PA,van der Tak R,Rijnsburger WH

    更新日期:1987-01-01 00:00:00

  • Morphologic adaptation of arterial endothelial cells to longitudinal stretch in organ culture.

    abstract::Arteries in vivo are subjected to large longitudinal stretch, which changes significantly due to vascular disease and surgery. However, little is known about the effect of longitudinal stretch on arterial endothelium. The aim of this study was to determine the morphologic adaptation of arterial endothelial cells (ECs)...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2008.08.016

    authors: Lee YU,Drury-Stewart D,Vito RP,Han HC

    更新日期:2008-11-14 00:00:00

  • Material characterization of the brainstem from oscillatory shear tests.

    abstract::Traumatic damage to the brainstem occurs frequently when the brain skull complex experiences injurious loading especially during those traumatic situations that produce diffuse axonal injury (DAI). DAI has been shown to be dependent on load direction and correlated with regional tissue deformation in response to rotat...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/s0021-9290(98)00068-2

    authors: Arbogast KB,Margulies SS

    更新日期:1998-09-01 00:00:00

  • Mechanical properties of rat thoracic and abdominal aortas.

    abstract::Mechanical properties of abdominal and thoracic arteries of 2mm in diameter were determined from adults Wistar rats. A tensile testing instrument was used to obtain stress/strain curves with arteries immersed in physiological buffer at 37 degrees C. A displacement was applied on all arteries with various frequencies (...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2008.04.017

    authors: Assoul N,Flaud P,Chaouat M,Letourneur D,Bataille I

    更新日期:2008-07-19 00:00:00

  • Failure mechanism of the all-polyethylene glenoid implant.

    abstract::Fixation failure of glenoid components is the main cause of unsuccessful total shoulder arthroplasties. The characteristics of these failures are still not well understood, hence, attempts at improving the implant fixation are somewhat blind and the failure rate remains high. This lack of understanding is largely due ...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2009.10.019

    authors: Sarah J,Sanjay G,Sanjay S,Carolyn A,Emery R,Andrew A,Ulrich H

    更新日期:2010-03-03 00:00:00

  • The fixion proximal femur nailing system: biomechanical properties of the nail and a cadaveric study.

    abstract::The treatment of choice for early mobilization of hip fracture is surgery, which traditionally employs side plates and screws or intramedullary nails. We examined the biomechanical properties of a new proximal femoral nail system. The new expandable Fixion proximal femur nailing (PFN) system, made of stainless-steel a...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2004.03.014

    authors: Steinberg EL,Blumberg N,Dekel S

    更新日期:2005-01-01 00:00:00

  • Quantification of bladder wall biomechanics during urodynamics: A methodologic investigation using ultrasound.

    abstract::Overactive bladder is often characterized by biomechanical changes in the bladder wall, but there is no established method to measure these changes in vivo. The goal of this study was to develop a novel method to determine detrusor wall biomechanical parameters during urodynamics through the incorporation of transabdo...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2017.07.028

    authors: Nagle AS,Klausner AP,Varghese J,Bernardo RJ,Colhoun AF,Barbee RW,Carucci LR,Speich JE

    更新日期:2017-08-16 00:00:00

  • Using directional statistics to test hypotheses regarding rigid body attitude: Comparison to univariate and multivariate Cardan angle tests.

    abstract::Rigid body attitude and single-joint kinematics are typically expressed using three Cardan angles which represent rotations in anatomical planes. It was recently shown in the Biomechanics literature that Cardan angles inaccurately estimate true mean attitude due to an important mathematical inadequacy: attitude under-...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2020.109976

    authors: Pataky TC,Challis JH

    更新日期:2020-10-09 00:00:00

  • A new transducer system for direct motor unit force measurement.

    abstract::A new transducer was developed for in situ measurement of the force vector in a complex muscle. The transducer measures the magnitude, and the line of action of a force in a single plane. The dynamic range of the transducer is 0-5 N. This range includes the small forces developed by an active motor unit and the relati...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/0021-9290(96)84545-3

    authors: Turkawski SJ,van Ruijven LJ,van Kuyen M,Schreurs AW,Weijs WA

    更新日期:1996-11-01 00:00:00

  • Muscle activities of the lower limb during level and uphill running.

    abstract::This study aimed to compare the muscle activities of the lower limb during overground level running (LR) and uphill running (UR) by using a musculoskeletal model. Six male distance runners ran at three running speeds (slow: 3.3 m/s; medium: 4.2 m/s; and high: 5.0 m/s) on a level runway and a slope of 9.1% grade in whi...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2007.05.028

    authors: Yokozawa T,Fujii N,Ae M

    更新日期:2007-01-01 00:00:00

  • A piecewise mass-spring-damper model of the human breast.

    abstract::Previous models to predict breast movement whilst performing physical activities have, erroneously, assumed uniform elasticity within the breast. Consequently, the predicted displacements have not yet been satisfactorily validated. In this study, real time motion capture of the natural vibrations of a breast that foll...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2017.11.027

    authors: Cai Y,Chen L,Yu W,Zhou J,Wan F,Suh M,Chow DH

    更新日期:2018-01-23 00:00:00

  • Mechanical behavior of coronary stents investigated through the finite element method.

    abstract::Intravascular stents are small tube-like structures expanded into stenotic arteries to restore blood flow perfusion to the downstream tissues. The stent is mounted on a balloon catheter and delivered to the site of blockage. When the balloon is inflated, the stent expands and is pressed against the inner wall of the c...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/s0021-9290(02)00033-7

    authors: Migliavacca F,Petrini L,Colombo M,Auricchio F,Pietrabissa R

    更新日期:2002-06-01 00:00:00

  • A theoretical study of the influence of bone maturation rate on surface remodeling predictions: idealized models.

    abstract::The use of a finite element based computational method, RFEM3D, is described for the study of strain-induced bone remodeling. The purpose of the research is to find the potential influence on the predictions of surface bone remodeling when various models for the maturation of newly deposited bone are used. A parameter...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/0021-9290(90)90015-u

    authors: Hart RT

    更新日期:1990-01-01 00:00:00

  • The compressive stiffness of human pediatric heads.

    abstract::Head injury is a persistent and costly problem for both children and adults. Globally, approximately 10 million people are hospitalized each year for head injuries. Knowing the structural properties of the head is important for modeling the response of the head in impact, and for providing insights into mechanisms of ...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2015.08.024

    authors: Loyd AM,Nightingale RW,Luck JF,Song Y,Fronheiser L,Cutcliffe H,Myers BS,Dale Bass CR

    更新日期:2015-11-05 00:00:00

  • Mathematical model of microbicidal flow dynamics and optimization of rheological properties for intra-vaginal drug delivery: Role of tissue mechanics and fluid rheology.

    abstract::Topically applied microbicide gels can provide a self-administered and effective strategy to prevent sexually transmitted infections (STIs). We have investigated the interplay between vaginal tissue elasticity and the yield-stress of non-Newtonian fluids during microbicide deployment. We have developed a mathematical ...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2015.01.049

    authors: Anwar MR,Camarda KV,Kieweg SL

    更新日期:2015-06-25 00:00:00

  • Measuring dynamic stability requirements during sitting pivot transfers using stabilizing and destabilizing forces in individuals with complete motor paraplegia.

    abstract::Dynamic stability requirements have never been quantified when long-term manual wheelchair users transfer themselves in a seated position from an initial surface to a target surface, a functional task commonly referred to as sitting pivot transfers (SPTs). Ten individuals with spinal cord injury (SCI), who rely on a m...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2012.02.018

    authors: Gagnon D,Duclos C,Desjardins P,Nadeau S,Danakas M

    更新日期:2012-05-11 00:00:00

  • The use of a single sacral marker method to approximate the centre of mass trajectory during treadmill running.

    abstract::The three-dimensional trajectory of the body's centre of mass (COM) is useful to determine a number of biomechanical outcomes in running research. Previous studies have used the COM to calculate measures such as overstriding, vertical stiffness, and vertical oscillation. The COM is traditionally computed using the seg...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2020.109886

    authors: Napier C,Jiang X,MacLean CL,Menon C,Hunt MA

    更新日期:2020-07-17 00:00:00

  • Comparison of shear forces and ligament loading in the healthy and ACL-deficient knee during gait.

    abstract::The purpose of this study was to predict and explain the pattern of shear force and ligament loading in the ACL-deficient knee during walking, and to compare these results to similar calculations for the healthy knee. Musculoskeletal modeling and computer simulation were combined to calculate ligament forces in the AC...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2003.07.001

    authors: Shelburne KB,Pandy MG,Torry MR

    更新日期:2004-03-01 00:00:00

  • Loads on an internal spinal fixation device during sitting.

    abstract::Sitting is often assumed to involve high loads on the spine as well as on implants for stabilising the spine. Loads on internal spinal fixation devices were therefore measured in ten patients sitting on several types of seats, including a stool, a stool with a padded wedge, a chair, a physiotherapy ball, a knee-stool,...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/s0021-9290(01)00073-2

    authors: Rohlmann A,Arntz U,Graichen F,Bergmann G

    更新日期:2001-08-01 00:00:00

  • Circumferentially flexible vascular grafts.

    abstract::An arterial graft with a corrugated cylindrical cross-section has been proposed as a partial solution to the problem of elastic stiffness mismatch between conventional grafts and arterial tissue (Trescony et al., 1994, US Patent 5,282, 847 (granted February 1 1994)). A two-dimensional ring theory model and a finite el...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/s0021-9290(98)00084-0

    authors: Stump DM,Hart VG,Tuttle SL

    更新日期:1998-08-01 00:00:00

  • Estimation of finger muscle tendon tensions and pulley forces during specific sport-climbing grip techniques.

    abstract::The present work displayed the first quantitative data of forces acting on tendons and pulleys during specific sport-climbing grip techniques. A three-dimensional static biomechanical model was used to estimate finger muscle tendon and pulley forces during the "slope" and the "crimp" grip. In the slope grip the finger...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2005.08.027

    authors: Vigouroux L,Quaine F,Labarre-Vila A,Moutet F

    更新日期:2006-01-01 00:00:00

  • Anatomic variation in the elastic inhomogeneity and anisotropy of human femoral cortical bone tissue is consistent across multiple donors.

    abstract::Numerical models commonly account for elastic inhomogeneity in cortical bone using power-law scaling relationships with various measures of tissue density, but limited experimental data exists for anatomic variation in elastic anisotropy. A recent study revealed anatomic variation in the magnitude and anisotropy of el...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2011.04.009

    authors: Rudy DJ,Deuerling JM,Espinoza Orías AA,Roeder RK

    更新日期:2011-06-03 00:00:00

  • Mechanical stretch inhibits mesenchymal stem cell adipogenic differentiation through TGFβ1/Smad2 signaling.

    abstract::Mesenchymal stem cells (MSCs) are the common precursors of several functionally disparate cell lineages. A plethora of chemical and physical stimuli contribute to lineage decisions and guidance, including mechanical stretch concomitant with physical movement. Here, we examined how stretch regulates MSC differentiation...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2015.08.013

    authors: Li R,Liang L,Dou Y,Huang Z,Mo H,Wang Y,Yu B

    更新日期:2015-10-15 00:00:00

  • Towards a viscoelastic model for the unfused midpalatal suture: development and validation using the midsagittal suture in New Zealand white rabbits.

    abstract::Maxillary expansion treatment is a commonly used procedure by orthodontists to widen a patient's upper jaw. As this is typically performed in adolescent patients, the midpalatal suture, connective tissue adjoining the two maxilla halves, remains unfused. Studies that have investigated patient response to expansion tre...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2013.04.011

    authors: Romanyk DL,Liu SS,Lipsett MG,Toogood RW,Lagravère MO,Major PW,Carey JP

    更新日期:2013-06-21 00:00:00

  • Mechanical response of a simple finite element model of the intervertebral disc under complex loading.

    abstract::A simple axisymmetric finite element model of a human spine segment containing two adjacent vertebrae and the intervening intervertebral disc was constructed. The bodies and disc were modeled by three substructures; one to represent each of the vertebral bodies, the annulus fibrosus, and the nucleus pulposus. A semi-a...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/0021-9290(84)90128-3

    authors: Spilker RL,Daugirda DM,Schultz AB

    更新日期:1984-01-01 00:00:00

  • Stability basin estimates fall risk from observed kinematics, demonstrated on the Sit-to-Stand task.

    abstract::The ability to quantitatively measure stability is essential to ensuring the safety of locomoting systems. While the response to perturbation directly reflects the stability of a motion, this experimental method puts human subjects at risk. Unfortunately, existing indirect methods for estimating stability from unpertu...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2018.02.022

    authors: Shia V,Moore TY,Holmes P,Bajcsy R,Vasudevan R

    更新日期:2018-04-27 00:00:00

  • Simulation of orthotropic microstructure remodelling of cancellous bone.

    abstract::A computational model of adaptive bone remodelling is formulated as an optimization problem of instantaneous changes in microstructure that minimize a functional describing the structure quality rate. Microstructure is locally described by a set of scalar geometric parameters. Macroscopic (continuum) elastic propertie...

    journal_title:Journal of biomechanics

    pub_type: 杂志文章

    doi:10.1016/j.jbiomech.2009.09.045

    authors: Kowalczyk P

    更新日期:2010-02-10 00:00:00