Inertial sensing of step kinematics in ambulatory patients with ALS and related motor neuron diseases

References

• Centers for Disease Control and Prevention [Internet].. Fact sheet: risk factors for falls.; 2017 [ cited 2020 Mar 2]. Available from: https://www.cdc.gov/steadi/pdf/STEADI-FactSheet-RiskFactors-508.pdf
   Google Scholar
• Pradat P, Bruneteau G, Munerati E, et al. Extrapyramidal stiffness in patients with amyotrophic lateral sclerosis. Mov Disord. 2009;24(14):2143–2148.
   PubMed Web of Science ®Google Scholar
• Leach MJ, Pratt NL, Roughead EE. Risk of hip fracture in older people using selective serotonin reuptake inhibitors and other psychoactive medicines concurrently: a matched case-control study in Australia. Drugs Real World Outcomes. 2017;4(2):87–96.
   PubMedGoogle Scholar
• American Geriatrics Society 2015 Beers Criteria Update Expert Panel. American Geriatrics Society 2015 updated beers criteria for potentially inappropriate medication use in older adults. J Am Geriatr Soc. 2015;63:2227–2246.
   PubMed Web of Science ®Google Scholar
• Radovanovic S, Milicev M, Peric S, et al. Gait in amyotrophic lateral sclerosis: is gait pattern differently affected in spinal and bulbar onset of the disease during dual task walking? Amyotroph Lateral Scler Frontotemporal Degener. 2014;15:488–493.
   PubMed Web of Science ®Google Scholar
• Sanjak M, Hirsch MA, Bravver EK, et al. Vestibular deficits leading to disequilibrium and falls in ambulatory amyotrophic lateral sclerosis. Arch Phys Med Rehabil. 2014;95(10):1933–1939.
   PubMed Web of Science ®Google Scholar
• Hausdorff JM, Lertratanakul A, Cudkowicz M, et al. Dynamic markers of altered gait rhythm in amyotrophic lateral sclerosis. J Appl Physiol. 2000;88(6):2045–2053.
   PubMed Web of Science ®Google Scholar
• Schell WE, Mar VS, Da Silva CP. Correlation of falls in patients with amyotrophic lateral sclerosis with objective measures of balance, strength, and spasticity. NeuroRehabilitation. 2019;44(1):85–93.
   PubMed Web of Science ®Google Scholar
• Majmudar S, Wu J, Paganoni S. Rehabilitation in amyotrophic lateral sclerosis: why it matters. Muscle Nerve. 2014;50(1):4–13.
   PubMed Web of Science ®Google Scholar
• Miller RG, Brooks BR, Swain-Eng R, et al. Quality improvement in neurology: amyotrophic lateral sclerosis quality measures. Report of the quality measurement and reporting subcommittee of the American Academy of Neurology. Neurology. 2013;81(24):2136–2140.
   PubMed Web of Science ®Google Scholar
• Montes J, Cheng B, Diamond B, et al. The timed up and go test: predicting falls in ALS. Amyotroph Lateral Scler. 2007;8(5):292–225.
   PubMed Web of Science ®Google Scholar
• Inam S, Vucic S, Brodaty NE, et al. The 10-metre gait speed as a functional biomarker in amyotrophic lateral sclerosis. Amyotroph Lateral Scler. 2010;11(6):558–561.
   PubMed Web of Science ®Google Scholar
• Sanjak M, Langford V, Holsten S, et al. Six-minute walk test as a measure of walking capacity in ambulatory individuals with amyotrophic lateral sclerosis. Arch Phys Med Rehabil. 2017;98(11):2301–2307.
   PubMed Web of Science ®Google Scholar
• Storm FA, Buckley CJ, Mazzà C. Gait event detection in laboratory and real life settings: accuracy of ankle and waist sensor based methods. Gait Posture. 2016;50:42–46.
   PubMed Web of Science ®Google Scholar
• Montesinos L, Castaldo R, Pecchia L. Wearable inertial sensors for fall risk assessment and prediction in older adults: a systematic review and meta-analysis. IEEE Trans Neural Syst Rehabil Eng. 2018;26(3):573–582.
   PubMed Web of Science ®Google Scholar
• Sun R, Sosnoff JJ. Novel sensing technology in fall risk assessment in older adults: a systematic review. BMC Geriatr. 2018;18(1):14.
   PubMed Web of Science ®Google Scholar
• Pang I, Okubo Y, Sturnieks D, et al. Detection of near falls using wearable devices: a systematic review. J Geriatr Phys Ther. 2019;42(1):48–56.
   PubMed Web of Science ®Google Scholar
• O'Reilly M, Caulfield B, Ward T, et al. Wearable inertial sensor systems for lower limb exercise detection and evaluation: a systematic review. Sports Med. 2018;48(5):1221–1246.
   PubMed Web of Science ®Google Scholar
• Caldas R, Mundt M, Potthast W, et al. A systematic review of gait analysis methods based on inertial sensors and adaptive algorithms. Gait Posture. 2017;57:204–210.
   PubMed Web of Science ®Google Scholar
• Silva de Lima AL, Evers LJ, Hahn T, et al. Freezing of gait and fall detection in Parkinson's disease using wearable sensors: a systematic review. J Neurol. 2017;264(8):1642–1654.
   PubMed Web of Science ®Google Scholar
• Lipsmeier F, Taylor KI, Kilchenmann T, et al. Evaluation of smartphone‐based testing to generate exploratory outcome measures in a phase 1 Parkinson's disease clinical trial. Mov Disord. 2018;33(8):1287–1297.
   PubMed Web of Science ®Google Scholar
• Esser P, Dawes H, Collett J, et al. Assessment of spatio-temporal gait parameters using inertial measurement units in neurological populations. Gait Posture. 2011;34(4):558–560.
   PubMed Web of Science ®Google Scholar
• van Eijk RPA, Bakers JNE, Bunte TM, et al. Accelerometry for remote monitoring of physical activity in amyotrophic lateral sclerosis: a longitudinal cohort study. J Neurol. 2019;266(10):2387–2395.
   PubMed Web of Science ®Google Scholar
• Brooks BR, Miller RG, Swash M, et al. El escorial revisited: eevised criteria for the diagnosis of amyotrophic lateral sclerosis. Amyotroph Lateral Scler Other Motor Neuron Disord. 2000;1(5):293–299.
   PubMed Web of Science ®Google Scholar
• Roetenberg R, Luinge HJ, Baten CTM, et al. Compensation of magnetic disturbances improves inertial and magnetic sensing of human body segment orientation. IEEE Trans Neural Syst Rehabil Eng. 2005;13(3):395–405.
   PubMed Web of Science ®Google Scholar
• Zijlstra W, Hof AL. Assessment of spatio-temporal gait parameters from trunk accelerations during human walking. Gait Posture. 2003;18(2):1–10.
   PubMed Web of Science ®Google Scholar
• Bogin B, Varela-Silva MI. Leg length, proportion, health and beauty: a review. Anthropol Anz. 2009;67(4):439–459.
   PubMed Web of Science ®Google Scholar
• Fan Q, Zhang H, Sun Y, et al. An optimal enhanced Kalman filter for a ZUPT-aided pedestrian positioning coupling model. Sensors. 2018;18(5):1404.
   PubMed Web of Science ®Google Scholar
• Rebula JR, Ojeda LV, Adamczyk PG, et al. Measurement of foot placement and its variability with inertial sensors. Gait Posture. 2013;38(4):974–980.
   PubMed Web of Science ®Google Scholar
• Panebianco GP, Bisi MC, Stagni R, et al. Analysis of the performance of 17 algorithms from a systematic review: Influence of sensor position, analysed variable and computational approach in gait timing estimation from IMU measurements. Gait Posture. 2018;66:76–82.
   PubMed Web of Science ®Google Scholar
• Li Q, Young M, Naing V, et al. Walking speed estimation using a shank-mounted inertial measurement unit. J Biomech. 2010;43(8):1640–1643.
   PubMed Web of Science ®Google Scholar
• Pham MH, Elshehabi M, Haertner L, et al. Validation of a step detection algorithm during straight walking and turning in patients with Parkinson's disease and older adults using an inertial measurement unit at the lower back. Front Neurol. 2017;8:4571–4579.
   Web of Science ®Google Scholar