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profilePaolo Bonato, PH.D.

TitleAssociate Professor of Physical Medicine and Rehabilitation
InstitutionSpaulding Rehabilitation Hospital
DepartmentPhysical Medicine and Rehabilitation
AddressSpaulding Rehabilitation Hosp.
Dept of Physical Medicine & Rehabilitation
300 First Avenue
Charlestown MA 02129-3109
Phone617/573-2745
Fax617/573-2769
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Collapse Research 
Collapse research activities and funding
The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.
R44AG051374     (GWIN, JOSEPH T)Sep 30, 2015 - May 31, 2017
NIH/NIA
A Novel System to Detect Falls in Real-life Conditions
Role: Co-Principal Investigator

R44HD084035     (GWIN, JOSEPH T)Sep 8, 2015 - Oct 31, 2018
NIH/NICHD
Wrist-worn Sensors for Tele-Rehabilitation of the Hemiparetic Upper-Extremity
Role: Principal Investigator

R44HD080278     (TOWNSEND, WILLIAM T)Apr 1, 2014 - Jun 30, 2018
NIH/NICHD
Bimanual Robotic Rehabilitation System with Variable Interaction Modes
Role: Principal Investigator

R43AT006489     (KURIS, BENJAMIN)May 1, 2012 - Apr 30, 2014
NIH/NCCIH
A Wearable System to Monitor Tai Chi Practice
Role: Principal Investigator

R13HD058452     (BONATO, PAOLO)Apr 1, 2008 - Mar 31, 2009
NIH/NICHD
Symposium on Robotics in Rehabilitation
Role: Principal Investigator

Collapse Bibliographic 
Collapse selected publications
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Liu L, Bonato P, Clancy EA. Comparison of methods for estimating motor unit firing rate time series from firing times. J Electromyogr Kinesiol. 2016 Dec; 31:22-31. PMID: 27623025.
    View in: PubMed
  2. Eskofier BM, Lee SI, Daneault JF, Golabchi FN, Ferreira-Carvalho G, Vergara-Diaz G, Sapienza S, Costante G, Klucken J, Kautz T, Bonato P. Recent machine learning advancements in sensor-based mobility analysis: Deep learning for Parkinson's disease assessment. Conf Proc IEEE Eng Med Biol Soc. 2016 Aug; 2016:655-658. PMID: 28268413.
    View in: PubMed
  3. Tran DA, Pajaro-Blazquez M, Daneault JF, Gallegos JG, Pons J, Fregni F, Bonato P, Zafonte R. Combining Dopaminergic Facilitation with Robot-Assisted Upper Limb Therapy in Stroke Survivors: A Focused Review. Am J Phys Med Rehabil. 2016 Jun; 95(6):459-74. PMID: 26829074; PMCID: PMC4866584.
  4. Espay AJ, Bonato P, Nahab FB, Maetzler W, Dean JM, Klucken J, Eskofier BM, Merola A, Horak F, Lang AE, Reilmann R, Giuffrida J, Nieuwboer A, Horne M, Little MA, Litvan I, Simuni T, Dorsey ER, Burack MA, Kubota K, Kamondi A, Godinho C, Daneault JF, Mitsi G, Krinke L, Hausdorff JM, Bloem BR, Papapetropoulos S. Technology in Parkinson's disease: Challenges and opportunities. Mov Disord. 2016 Sep; 31(9):1272-82. PMID: 27125836; PMCID: PMC5014594 [Available on 09/01/17].
  5. Schneider JC, Ozsecen MY, Muraoka NK, Mancinelli C, Della Croce U, Ryan CM, Bonato P. Feasibility of an Exoskeleton-Based Interactive Video Game System for Upper Extremity Burn Contractures. PM R. 2016 May; 8(5):445-52. PMID: 26409198.
    View in: PubMed
  6. Cheung VC, Devarajan K, Severini G, Turolla A, Bonato P. Decomposing time series data by a non-negative matrix factorization algorithm with temporally constrained coefficients. Conf Proc IEEE Eng Med Biol Soc. 2015 Aug; 2015:3496-9. PMID: 26737046.
    View in: PubMed
  7. Lee SI, Daneault JF, Golabchi FN, Patel S, Paganoni S, Shih L, Bonato P. A novel method for assessing the severity of levodopa-induced dyskinesia using wearable sensors. Conf Proc IEEE Eng Med Biol Soc. 2015 Aug; 2015:8087-90. PMID: 26738170.
    View in: PubMed
  8. Jacobson EE, Meleger AL, Bonato P, Wayne PM, Langevin HM, Kaptchuk TJ, Davis RB. Structural integration as an adjunct to outpatient rehabilitation for chronic nonspecific low back pain: a randomized pilot clinical trial. Evid Based Complement Alternat Med. 2015; 2015:813418. PMID: 25945112; PMCID: PMC4405211.
  9. Dai C, Li Y, Christie A, Bonato P, McGill KC, Clancy EA. Cross-comparison of three electromyogram decomposition algorithms assessed with experimental and simulated data. IEEE Trans Neural Syst Rehabil Eng. 2015 Jan; 23(1):32-40. PMID: 24876131.
    View in: PubMed
  10. Jacobson E, Meleger A, Bonato P, Kaptchuk T, Davis R. Structural integration for chronic low back pain: a randomized, open label pilot clinical trial. J Altern Complement Med. 2014 May; 20(5):A17-8. PMID: 24805530.
    View in: PubMed
  11. Coscia M, Cheung VC, Tropea P, Koenig A, Monaco V, Bennis C, Micera S, Bonato P. The effect of arm weight support on upper limb muscle synergies during reaching movements. J Neuroeng Rehabil. 2014 Mar 04; 11:22. PMID: 24594139; PMCID: PMC3996016.
  12. Cancela J, Moreno EM, Arredondo MT, Bonato P. Designing auditory cues for Parkinson's disease gait rehabilitation. Conf Proc IEEE Eng Med Biol Soc. 2014; 2014:5852-5. PMID: 25571327.
    View in: PubMed
  13. Dhawan A, Acharya S, Bonato P, Mairal A, Sunagawa K. Special section on point-of-care healthcare technologies. IEEE Trans Biomed Eng. 2013 Dec; 60(12):3267-8. PMID: 24271114.
    View in: PubMed
  14. Della Croce U, Crapanzano F, Li L, Kasi PK, Patritti BL, Mancinelli C, Hunter DJ, Stamenovic D, Harvey WF, Bonato P. A preliminary assessment of a novel pneumatic unloading knee brace on the gait mechanics of patients with knee osteoarthritis. PM R. 2013 Oct; 5(10):816-24. PMID: 23810812.
    View in: PubMed
  15. Poon CC, Wang MD, Bonato P, Fenstermacher DA. Editorial: special issue on health informatics and personalized medicine. IEEE Trans Biomed Eng. 2013 Jan; 60(1):143-6. PMID: 23268530.
    View in: PubMed
  16. Cheung VC, Turolla A, Agostini M, Silvoni S, Bennis C, Kasi P, Paganoni S, Bonato P, Bizzi E. Muscle synergy patterns as physiological markers of motor cortical damage. Proc Natl Acad Sci U S A. 2012 Sep 04; 109(36):14652-6. PMID: 22908288; PMCID: PMC3437897.
  17. Dalton A, Patel S, Chowdhury AR, Welsh M, Pang T, Schachter S, OLaighin G, Bonato P. Development of a body sensor network to detect motor patterns of epileptic seizures. IEEE Trans Biomed Eng. 2012 Nov; 59(11):3204-11. PMID: 22717505.
    View in: PubMed
  18. Reinkensmeyer DJ, Bonato P, Boninger ML, Chan L, Cowan RE, Fregly BJ, Rodgers MM. Major trends in mobility technology research and development: overview of the results of the NSF-WTEC European study. J Neuroeng Rehabil. 2012 Apr 20; 9:22. PMID: 22520596; PMCID: PMC3348088.
  19. Patel S, Park H, Bonato P, Chan L, Rodgers M. A review of wearable sensors and systems with application in rehabilitation. J Neuroeng Rehabil. 2012 Apr 20; 9:21. PMID: 22520559; PMCID: PMC3354997.
  20. Wayne PM, Kiel DP, Buring JE, Connors EM, Bonato P, Yeh GY, Cohen CJ, Mancinelli C, Davis RB. Impact of Tai Chi exercise on multiple fracture-related risk factors in post-menopausal osteopenic women: a pilot pragmatic, randomized trial. BMC Complement Altern Med. 2012 Jan 30; 12:7. PMID: 22289280; PMCID: PMC3298524.
  21. Mancinelli C, Patel S, Deming LC, Nimec D, Chu JJ, Beckwith J, Greenwald R, Bonato P. A novel sensorized shoe system to classify gait severity in children with cerebral palsy. Conf Proc IEEE Eng Med Biol Soc. 2012; 2012:5010-3. PMID: 23367053.
    View in: PubMed
  22. Pietrusinski M, Severini G, Cajigas I, Mavroidis C, Bonato P. Design of a gait training device for control of pelvic obliquity. Conf Proc IEEE Eng Med Biol Soc. 2012; 2012:3620-3. PMID: 23366711.
    View in: PubMed
  23. Burke DT, Protopapas M, Bonato P, Burke JT, Landrum RF. Martial arts: time needed for training. Asian J Sports Med. 2011 Mar; 2(1):31-6. PMID: 22375215; PMCID: PMC3289195.
  24. Mavroidis C, Ranky RG, Sivak ML, Patritti BL, DiPisa J, Caddle A, Gilhooly K, Govoni L, Sivak S, Lancia M, Drillio R, Bonato P. Patient specific ankle-foot orthoses using rapid prototyping. J Neuroeng Rehabil. 2011 Jan 12; 8:1. PMID: 21226898; PMCID: PMC3024934.
  25. Hu J, Lim YJ, Ding Y, Paluska D, Solochek A, Laffery D, Bonato P, Marchessault R. An advanced rehabilitation robotic system for augmenting healthcare. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:2073-6. PMID: 22254745.
    View in: PubMed
  26. Altini M, Del Din S, Patel S, Schachter S, Penders J, Bonato P. A low-power multi-modal body sensor network with application to epileptic seizure monitoring. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:1806-9. PMID: 22254679.
    View in: PubMed
  27. Mancinelli C, Patritti BL, Tropea P, Greenwald RM, Casler R, Herr H, Bonato P. Comparing a passive-elastic and a powered prosthesis in transtibial amputees. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:8255-8. PMID: 22256259.
    View in: PubMed
  28. Pietrusinski M, Unluhisarcikli O, Mavroidis C, Cajigas I, Bonato P. Design of Human-Machine Interface and altering of pelvic obliquity with RGR Trainer. IEEE Int Conf Rehabil Robot. 2011; 2011:5975496. PMID: 22275693; PMCID: PMC3306220.
  29. Del Din S, Patel S, Cobelli C, Bonato P. Estimating Fugl-Meyer clinical scores in stroke survivors using wearable sensors. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:5839-42. PMID: 22255667.
    View in: PubMed
  30. Della Toffola L, Patel S, Chen BR, Ozsecen YM, Puiatti A, Bonato P. Development of a platform to combine sensor networks and home robots to improve fall detection in the home environment. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:5331-4. PMID: 22255542.
    View in: PubMed
  31. Patel S, Chen BR, Mancinelli C, Paganoni S, Shih L, Welsh M, Dy J, Bonato P. Longitudinal monitoring of patients with Parkinson's disease via wearable sensor technology in the home setting. Conf Proc IEEE Eng Med Biol Soc. 2011; 2011:1552-5. PMID: 22254617.
    View in: PubMed
  32. Chen BR, Patel S, Buckley T, Rednic R, McClure DJ, Shih L, Tarsy D, Welsh M, Bonato P. A web-based system for home monitoring of patients with Parkinson's disease using wearable sensors. IEEE Trans Biomed Eng. 2011 Mar; 58(3):831-6. PMID: 21041152.
    View in: PubMed
  33. Kang HG, Mahoney DF, Hoenig H, Hirth VA, Bonato P, Hajjar I, Lipsitz LA. In situ monitoring of health in older adults: technologies and issues. J Am Geriatr Soc. 2010 Aug; 58(8):1579-86. PMID: 20646105.
    View in: PubMed
  34. Bonato P. Wearable sensors and systems. From enabling technology to clinical applications. IEEE Eng Med Biol Mag. 2010 May-Jun; 29(3):25-36. PMID: 20659855.
    View in: PubMed
  35. Cerutti S, Magenes G, Bonato P. Guest editorial special section on smart wearable devices for human health and protection. IEEE Trans Inf Technol Biomed. 2010 May; 14(3):691-3. PMID: 20684051.
    View in: PubMed
  36. Maglaveras N, Bonato P, Tamura T. Guest editorial. Special section on personal health systems. IEEE Trans Inf Technol Biomed. 2010 Mar; 14(2):360-3. PMID: 20684048.
    View in: PubMed
  37. Mirelman A, Patritti BL, Bonato P, Deutsch JE. Effects of virtual reality training on gait biomechanics of individuals post-stroke. Gait Posture. 2010 Apr; 31(4):433-7. PMID: 20189810.
    View in: PubMed
  38. Wayne PM, Buring JE, Davis RB, Connors EM, Bonato P, Patritti B, Fischer M, Yeh GY, Cohen CJ, Carroll D, Kiel DP. Tai Chi for osteopenic women: design and rationale of a pragmatic randomized controlled trial. BMC Musculoskelet Disord. 2010 Mar 01; 11:40. PMID: 20193083; PMCID: PMC2845096.
  39. Patel S, Chen BR, Buckley T, Rednic R, McClure D, Tarsy D, Shih L, Dy J, Welsh M, Bonato P. Home monitoring of patients with Parkinson's disease via wearable technology and a web-based application. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:4411-4. PMID: 21096462.
    View in: PubMed
  40. Patritti BL, Straudi S, Deming LC, Benedetti MG, Nimec DL, Bonato P. Robotic gait training in an adult with cerebral palsy: a case report. PM R. 2010 Jan; 2(1):71-5. PMID: 20129516.
    View in: PubMed
  41. Cajigas I, Goldsmith MT, Duschau-Wicke A, Riener R, Smith MA, Brown EN, Bonato P. Assessment of lower extremity motor adaptation via an extension of the force field adaptation paradigm. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:4522-5. PMID: 21095786; PMCID: PMC3306221.
  42. Patritti B, Sicari M, Deming L, Romaguera F, Pelliccio M, Benedetti MG, Nimec D, Bonato P. Enhancing robotic gait training via augmented feedback. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:2271-4. PMID: 21097013.
    View in: PubMed
  43. Patel S, Hughes R, Hester T, Stein J, Akay M, Dy J, Bonato P. Tracking motor recovery in stroke survivors undergoing rehabilitation using wearable technology. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:6858-61. PMID: 21096303.
    View in: PubMed
  44. Bonato P. Advances in wearable technology and its medical applications. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:2021-4. PMID: 21097220.
    View in: PubMed
  45. Dunne A, Do-Lenh S, O' Laighin G, Shen C, Bonato P. Upper extremity rehabilitation of children with cerebral palsy using accelerometer feedback on a multitouch display. Conf Proc IEEE Eng Med Biol Soc. 2010; 2010:1751-4. PMID: 21096413.
    View in: PubMed
  46. Patel S, Lorincz K, Hughes R, Huggins N, Growdon J, Standaert D, Akay M, Dy J, Welsh M, Bonato P. Monitoring motor fluctuations in patients with Parkinson's disease using wearable sensors. IEEE Trans Inf Technol Biomed. 2009 Nov; 13(6):864-73. PMID: 19846382.
    View in: PubMed
  47. Bonato P. Clinical applications of wearable technology. Conf Proc IEEE Eng Med Biol Soc. 2009; 2009:6580-3. PMID: 19964699.
    View in: PubMed
  48. Mancinelli C, Patel S, Deming LC, Schmid M, Patritti BL, Chu JJ, Beckwith J, Greenwald R, Healey J, Bonato P. Assessing the feasibility of classifying toe-walking severity in children with cerebral palsy using a sensorized shoe. Conf Proc IEEE Eng Med Biol Soc. 2009; 2009:5163-6. PMID: 19963887.
    View in: PubMed
  49. Bonato P. Advances in wearable technology for rehabilitation. Stud Health Technol Inform. 2009; 145:145-59. PMID: 19592792.
    View in: PubMed
  50. Mirelman A, Bonato P, Deutsch JE. Effects of training with a robot-virtual reality system compared with a robot alone on the gait of individuals after stroke. Stroke. 2009 Jan; 40(1):169-74. PMID: 18988916.
    View in: PubMed
  51. Micera S, Bonato P, Tamura T. Gerontechnology. IEEE Eng Med Biol Mag. 2008 Jul-Aug; 27(4):10-4. PMID: 18650144.
    View in: PubMed
  52. De Luca CJ, Gonzalez-Cueto JA, Bonato P, Adam A. Motor unit recruitment and proprioceptive feedback decrease the common drive. J Neurophysiol. 2009 Mar; 101(3):1620-8. PMID: 18562556; PMCID: PMC2666397.
  53. Patel S, Hughes R, Huggins N, Standaert D, Growdon J, Dy J, Bonato P. Using wearable sensors to predict the severity of symptoms and motor complications in late stage Parkinson's Disease. Conf Proc IEEE Eng Med Biol Soc. 2008; 2008:3686-9. PMID: 19163512.
    View in: PubMed
  54. Teng XF, Zhang YT, Poon CC, Bonato P. Wearable medical systems for p-Health. IEEE Rev Biomed Eng. 2008; 1:62-74. PMID: 22274900.
    View in: PubMed
  55. Patel S, Lorincz K, Hughes R, Huggins N, Growdon JH, Welsh M, Bonato P. Analysis of feature space for monitoring persons with Parkinson's disease with application to a wireless wearable sensor system. Conf Proc IEEE Eng Med Biol Soc. 2007; 2007:6291-4. PMID: 18003459.
    View in: PubMed
  56. Boissy P, Hester T, Sherrill D, Corriveau H, Bonato P. Monitoring mobility assistive device use in post-stroke patients. Conf Proc IEEE Eng Med Biol Soc. 2007; 2007:4372-5. PMID: 18002972.
    View in: PubMed
  57. O'Keeffe DT, Gates DH, Bonato P. A wearable pelvic sensor design for drop foot treatment in post-stroke patients. Conf Proc IEEE Eng Med Biol Soc. 2007; 2007:1820-3. PMID: 18002333.
    View in: PubMed
  58. Westgaard RH, Bonato P, Westad C. Respiratory and stress-induced activation of low-threshold motor units in the human trapezius muscle. Exp Brain Res. 2006 Nov; 175(4):689-701. PMID: 16871416.
    View in: PubMed
  59. Molinari F, Knaflitz M, Bonato P, Actis MV. Electrical manifestations of muscle fatigue during concentric and eccentric isokinetic knee flexion-extension movements. IEEE Trans Biomed Eng. 2006 Jul; 53(7):1309-16. PMID: 16830935.
    View in: PubMed
  60. Della Croce U, Bonato P. A novel design for an instrumented stairway. J Biomech. 2007; 40(3):702-4. PMID: 16542665.
    View in: PubMed
  61. Hester T, Sherrill DM, Hamel M, Perreault K, Boissy P, Bonato P. Identification of tasks performed by stroke patients using a mobility assistive device. Conf Proc IEEE Eng Med Biol Soc. 2006; 1:1501-4. PMID: 17946896.
    View in: PubMed
  62. Priplata AA, Patritti BL, Niemi JB, Hughes R, Gravelle DC, Lipsitz LA, Veves A, Stein J, Bonato P, Collins JJ. Noise-enhanced balance control in patients with diabetes and patients with stroke. Ann Neurol. 2006 Jan; 59(1):4-12. PMID: 16287079.
    View in: PubMed
  63. Patel S, Patritti BL, Nikitczuk J, Weinberg B, Della Croce U, Mavroidis C, Bonato P. Effects on normal gait of a new active knee orthosis for hemiparetic gait retraining. Conf Proc IEEE Eng Med Biol Soc. 2006; 1:1232-5. PMID: 17946883.
    View in: PubMed
  64. Johansson JL, Sherrill DM, Riley PO, Bonato P, Herr H. A clinical comparison of variable-damping and mechanically passive prosthetic knee devices. Am J Phys Med Rehabil. 2005 Aug; 84(8):563-75. PMID: 16034225.
    View in: PubMed
  65. Sherrill DM, Moy ML, Reilly JJ, Bonato P. Using hierarchical clustering methods to classify motor activities of COPD patients from wearable sensor data. J Neuroeng Rehabil. 2005 Jun 29; 2:16. PMID: 15987518; PMCID: PMC1188068.
  66. Bonato P. Advances in wearable technology and applications in physical medicine and rehabilitation. J Neuroeng Rehabil. 2005 Feb 25; 2(1):2. PMID: 15733322.
    View in: PubMed
  67. Hortobágyi T, Bonato P. Transcranial Magnetic stimulation. Uncovering the mechanisms of movement and sensation. IEEE Eng Med Biol Mag. 2005 Jan-Feb; 24(1):20-1. PMID: 15709531.
    View in: PubMed
  68. Aiello E, Gates DH, Patritti BL, Cairns KD, Meister M, Clancy EA, Bonato P. Visual EMG Biofeedback to Improve Ankle Function in Hemiparetic Gait. Conf Proc IEEE Eng Med Biol Soc. 2005; 7:7703-6. PMID: 17282066.
    View in: PubMed
  69. Bonato P. JNER: a forum to discuss how neuroscience and biomedical engineering are reshaping physical medicine & rehabilitation. J Neuroeng Rehabil. 2004 Oct 13; 1(1):1. PMID: 15679915.
    View in: PubMed
  70. Gates DH, Lelas J, Della Croce U, Herr H, Bonato P. Characterization of ankle function during stair ambulation. Conf Proc IEEE Eng Med Biol Soc. 2004; 6:4248-51. PMID: 17271242.
    View in: PubMed
  71. Agarabi M, Bonato P, De Luca CJ. A sEMG-based method for assessing the design of computer mice. Conf Proc IEEE Eng Med Biol Soc. 2004; 4:2450-3. PMID: 17270768.
    View in: PubMed
  72. Bonato P, Sherrill DM, Standaert DG, Salles SS, Akay M. Data mining techniques to detect motor fluctuations in Parkinson's disease. Conf Proc IEEE Eng Med Biol Soc. 2004; 7:4766-9. PMID: 17271375.
    View in: PubMed
  73. Bonato P, Ebenbichler GR, Roy SH, Lehr S, Posch M, Kollmitzer J, Della Croce U. Muscle fatigue and fatigue-related biomechanical changes during a cyclic lifting task. Spine (Phila Pa 1976). 2003 Aug 15; 28(16):1810-20. PMID: 12923468.
    View in: PubMed
  74. Bonato P. Wearable sensors/systems and their impact on biomedical engineering. IEEE Eng Med Biol Mag. 2003 May-Jun; 22(3):18-20. PMID: 12845812.
    View in: PubMed
  75. Bonato P, Mork PJ, Sherrill DM, Westgaard RH. Data mining of motor patterns recorded with wearable technology. IEEE Eng Med Biol Mag. 2003 May-Jun; 22(3):110-9. PMID: 12845827.
    View in: PubMed
  76. Ebenbichler GR, Bonato P, Roy SH, Lehr S, Posch M, Kollmitzer J, Della Croce U. Reliability of EMG time-frequency measures of fatigue during repetitive lifting. Med Sci Sports Exerc. 2002 Aug; 34(8):1316-23. PMID: 12165687.
    View in: PubMed
  77. Bonato P, Boissy P, Della Croce U, Roy SH. Changes in the surface EMG signal and the biomechanics of motion during a repetitive lifting task. IEEE Trans Neural Syst Rehabil Eng. 2002 Mar; 10(1):38-47. PMID: 12173738.
    View in: PubMed
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