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Andrew C Smith

TitleAsst Professor
InstitutionUniversity of Colorado Denver - Anschutz Medical Campus
DepartmentSOM-PM&R Physical Therapy

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    R03HD094577     (SMITH, ANDREW CRAIG)Feb 1, 2019 - Jan 31, 2021
    NIH
    MRI and machine learning to improve early prognosis and clinical management after spinal cord injury
    Role: Principal Investigator

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    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. Weber KA, Abbott R, Bojilov V, Smith AC, Wasielewski M, Hastie TJ, Parrish TB, Mackey S, Elliott JM. Multi-muscle deep learning segmentation to automate the quantification of muscle fat infiltration in cervical spine conditions. Sci Rep. 2021 08 16; 11(1):16567. PMID: 34400672.
      View in: PubMed
    2. Smith AC, O'Dell DR, Albin SR, Berliner JC, Dungan D, Robinson E, Elliott JM, Carballido-Gamio J, Stevens-Lapsley J, Weber KA. Lateral Corticospinal Tract and Dorsal Column Damage: Predictive Relationships With Motor and Sensory Scores at Discharge From Acute Rehabilitation After Spinal Cord Injury. Arch Phys Med Rehabil. 2021 Aug 08. PMID: 34371017.
      View in: PubMed
    3. Paliwal M, Weber KA, Smith AC, Elliott JM, Muhammad F, Dahdaleh NS, Bodurka J, Dhaher Y, Parrish TB, Mackey S, Smith ZA. Fatty infiltration in cervical flexors and extensors in patients with degenerative cervical myelopathy using a multi-muscle segmentation model. PLoS One. 2021; 16(6):e0253863. PMID: 34170961.
      View in: PubMed
    4. Rejc E, Smith AC, Weber KA, Ugiliweneza B, Bert RJ, Negahdar M, Boakye M, Harkema SJ, Angeli CA. Spinal Cord Imaging Markers and Recovery of Volitional Leg Movement With Spinal Cord Epidural Stimulation in Individuals With Clinically Motor Complete Spinal Cord Injury. Front Syst Neurosci. 2020; 14:559313. PMID: 33192348.
      View in: PubMed
    5. Smith AC, Albin SR, O'Dell DR, Berliner JC, Dungan D, Sevigny M, Draganich C, Elliott JM, Weber Ii KA. Axial MRI biomarkers of spinal cord damage to predict future walking and motor function: a retrospective study. Spinal Cord. 2021 Jun; 59(6):693-699. PMID: 33024298.
      View in: PubMed
    6. Smith AC, Albin SR, Abbott R, Crawford RJ, Hoggarth MA, Wasielewski M, Elliott JM. Confirming the geography of fatty infiltration in the deep cervical extensor muscles in whiplash recovery. Sci Rep. 2020 07 10; 10(1):11471. PMID: 32651447.
      View in: PubMed
    7. Elliott JM, Smith AC, Hoggarth MA, Albin SR, Weber KA, Haager M, Fundaun J, Wasielewski M, Courtney DM, Parrish TB. Muscle fat infiltration following whiplash: A computed tomography and magnetic resonance imaging comparison. PLoS One. 2020; 15(6):e0234061. PMID: 32484835.
      View in: PubMed
    8. Elliott JM, Heinrichs BE, Walton DM, Parrish TB, Courtney DM, Smith AC, Hunt J, Kwasny MJ, Wasielewski M, Siegmund GP. Motor vehicle crash reconstruction: Does it relate to the heterogeneity of whiplash recovery? PLoS One. 2019; 14(12):e0225686. PMID: 31800609.
      View in: PubMed
    9. Weber KA, Smith AC, Wasielewski M, Eghtesad K, Upadhyayula PA, Wintermark M, Hastie TJ, Parrish TB, Mackey S, Elliott JM. Deep Learning Convolutional Neural Networks for the Automatic Quantification of Muscle Fat Infiltration Following Whiplash Injury. Sci Rep. 2019 05 28; 9(1):7973. PMID: 31138878.
      View in: PubMed
    10. Cummins DP, Connor JR, Heller KA, Hubert JS, Kates MJ, Wisniewski KR, Berliner JC, O'Dell DR, Elliott JM, Weber KA, Smith AC. Establishing the inter-rater reliability of spinal cord damage manual measurement using magnetic resonance imaging. Spinal Cord Ser Cases. 2019; 5:20. PMID: 31240117.
      View in: PubMed
    11. Albin SR, Koppenhaver SL, Bailey B, Blommel H, Fenter B, Lowrimore C, Smith AC, McPoil TG. The effect of manual therapy on gastrocnemius muscle stiffness in healthy individuals. Foot (Edinb). 2019 Mar; 38:70-75. PMID: 30665198.
      View in: PubMed
    12. McPherson JG, Smith AC, Duben DA, McMahon KL, Wasielewski M, Parrish TB, Elliott JM. Short- and long-term reproducibility of diffusion-weighted magnetic resonance imaging of lower extremity musculature in asymptomatic individuals and a comparison to individuals with spinal cord injury. BMC Musculoskelet Disord. 2018 Dec 06; 19(1):433. PMID: 30522482.
      View in: PubMed
    13. O'Dell DR, Weber KA, Berliner JC, Elliott JM, Connor JR, Cummins DP, Heller KA, Hubert JS, Kates MJ, Mendoza KR, Smith AC. Midsagittal tissue bridges are associated with walking ability in incomplete spinal cord injury: A magnetic resonance imaging case series. J Spinal Cord Med. 2020 03; 43(2):268-271. PMID: 30346248.
      View in: PubMed
    14. Cloney M, Smith AC, Coffey T, Paliwal M, Dhaher Y, Parrish T, Elliott J, Smith ZA. Fatty infiltration of the cervical multifidus musculature and their clinical correlates in spondylotic myelopathy. J Clin Neurosci. 2018 Nov; 57:208-213. PMID: 30243599.
      View in: PubMed
    15. Smith AC, Weber KA, O'Dell DR, Parrish TB, Wasielewski M, Elliott JM. Lateral Corticospinal Tract Damage Correlates With Motor Output in Incomplete Spinal Cord Injury. Arch Phys Med Rehabil. 2018 04; 99(4):660-666. PMID: 29107041.
      View in: PubMed
    16. Jakubowski KL, Smith AC, Elliott JM, Lee SSM. The Relationship Between Volitional Activation and Muscle Properties in Incomplete Spinal Cord Injury. Top Spinal Cord Inj Rehabil. 2018; 24(1):1-5. PMID: 29434455.
      View in: PubMed
    17. Elliott JM, Hancock MJ, Crawford RJ, Smith AC, Walton DM. Advancing imaging technologies for patients with spinal pain: with a focus on whiplash injury. Spine J. 2018 08; 18(8):1489-1497. PMID: 28774580.
      View in: PubMed
    18. Smith AC, Jakubowski K, Wasielewski M, Lee SS, Elliott JM. Lower extremity muscle structure in incomplete spinal cord injury: a comparison between ultrasonography and magnetic resonance imaging. Spinal Cord Ser Cases. 2017; 3:17004. PMID: 28382216.
      View in: PubMed
    19. Smith AC, Knikou M, Yelick KL, Alexander AR, Murnane MM, Kritselis AA, Houmpavlis PJ, McPherson JG, Wasielewski M, Hoggarth MA, Elliott JM. MRI measures of fat infiltration in the lower extremities following motor incomplete spinal cord injury: reliability and potential implications for muscle activation. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug; 2016:5451-5456. PMID: 28269491.
      View in: PubMed
    20. Smith AC, Knikou M. A Review on Locomotor Training after Spinal Cord Injury: Reorganization of Spinal Neuronal Circuits and Recovery of Motor Function. Neural Plast. 2016; 2016:1216258. PMID: 27293901.
      View in: PubMed
    21. Smith AC, Parrish TB, Hoggarth MA, McPherson JG, Tysseling VM, Wasielewski M, Kim HE, Hornby TG, Elliott JM. Potential associations between chronic whiplash and incomplete spinal cord injury. Spinal Cord Ser Cases. 2015; 1. PMID: 27630770.
      View in: PubMed
    22. Knikou M, Smith AC, Mummidisetty CK. Locomotor training improves reciprocal and nonreciprocal inhibitory control of soleus motoneurons in human spinal cord injury. J Neurophysiol. 2015 Apr 01; 113(7):2447-60. PMID: 25609110.
      View in: PubMed
    23. Smith AC, Parrish TB, Abbott R, Hoggarth MA, Mendoza K, Chen YF, Elliott JM. Muscle-fat MRI: 1.5 Tesla and 3.0 Tesla versus histology. Muscle Nerve. 2014 Aug; 50(2):170-6. PMID: 24677256.
      View in: PubMed
    24. Abbott RE, Parrish TB, Hoggarth MA, Smith AC, Elliott JM. Letter to the editor regarding Smuck M, Cristostomo RA, Demirjian R, et al. Morphologic change in the lumbar spine after lumbar medial branch radiofrequency neurotomy: a quantitative radiological study. Spine J. 2014 Jun 01; 14(6):1088-9. PMID: 24851739.
      View in: PubMed
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