• Reference Citation Analysis
  • v
  • v
  • Find an Article
Find an Article PDF (4619893)   Today's Articles (1637)   Subscriber (49404)
For: 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;9:7973. [PMID: 31138878 PMCID: PMC6538618 DOI: 10.1038/s41598-019-44416-8] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2019] [Accepted: 05/15/2019] [Indexed: 02/07/2023]  Open
Number Cited by Other Article(s)
1
Naghdi N, Elliott JM, Weber MH, Fehlings MG, Fortin M. Morphological Changes of Deep Extensor Neck Muscles in Relation to the Maximum Level of Cord Compression and Canal Compromise in Patients With Degenerative Cervical Myelopathy. Global Spine J 2024;14:1184-1192. [PMID: 36289049 PMCID: PMC11289561 DOI: 10.1177/21925682221136492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]  Open
2
Perraton Z, Mosler AB, Lawrenson PR, Weber Ii K, Elliott JM, Wesselink EO, Crossley KM, Kemp JL, Stewart C, Girdwood M, King MG, Heerey JJ, Scholes MJ, Mentiplay BF, Semciw AI. The association between lateral hip muscle size/intramuscular fat infiltration and hip strength in active young adults with long standing hip/groin pain. Phys Ther Sport 2024;65:95-101. [PMID: 38101293 DOI: 10.1016/j.ptsp.2023.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 11/27/2023] [Accepted: 11/27/2023] [Indexed: 12/17/2023]
3
Wishart LR, Ward EC, Galloway G. Advances in and applications of imaging and radiomics in head and neck cancer survivorship. Curr Opin Otolaryngol Head Neck Surg 2023;31:368-373. [PMID: 37548514 DOI: 10.1097/moo.0000000000000918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
4
Suo M, Zhang J, Sun T, Wang J, Liu X, Huang H, Li Z. The association between morphological characteristics of paraspinal muscle and spinal disorders. Ann Med 2023;55:2258922. [PMID: 37722876 PMCID: PMC10512810 DOI: 10.1080/07853890.2023.2258922] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 09/07/2023] [Indexed: 09/20/2023]  Open
5
Praetorius JP, Walluks K, Svensson CM, Arnold D, Figge MT. IMFSegNet: Cost-effective and objective quantification of intramuscular fat in histological sections by deep learning. Comput Struct Biotechnol J 2023;21:3696-3704. [PMID: 37560127 PMCID: PMC10407270 DOI: 10.1016/j.csbj.2023.07.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 07/21/2023] [Accepted: 07/22/2023] [Indexed: 08/11/2023]  Open
6
Elliott JM, Walton DM, Albin SR, Courtney DM, Siegmund GP, Carroll LJ, Weber KA, Smith AC. Biopsychosocial sequelae and recovery trajectories from whiplash injury following a motor vehicle collision. Spine J 2023;23:1028-1036. [PMID: 36958668 PMCID: PMC10330498 DOI: 10.1016/j.spinee.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 02/17/2023] [Accepted: 03/10/2023] [Indexed: 03/25/2023]
7
Sankaran R, Kumar A, Parasuram H. Role of Artificial Intelligence and Machine Learning in the prediction of the pain: A scoping systematic review. Proc Inst Mech Eng H 2022;236:1478-1491. [DOI: 10.1177/09544119221122012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
8
Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain. Sci Rep 2022;12:13485. [PMID: 35931772 PMCID: PMC9355981 DOI: 10.1038/s41598-022-16710-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Accepted: 07/14/2022] [Indexed: 12/03/2022]  Open
9
Koch K, Semciw AI, Commean PK, Hillen TJ, Fitzgerald GK, Clohisy JC, Harris-Hayes M. Comparison between movement pattern training and strengthening on muscle volume, muscle fat, and strength in patients with hip-related groin pain: An exploratory analysis. J Orthop Res 2022;40:1375-1386. [PMID: 34370330 PMCID: PMC8825882 DOI: 10.1002/jor.25158] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 06/29/2021] [Accepted: 08/03/2021] [Indexed: 02/04/2023]
10
Reliability and agreement of lumbar multifidus volume and fat fraction quantification using magnetic resonance imaging. Musculoskelet Sci Pract 2022;59:102532. [PMID: 35245881 DOI: 10.1016/j.msksp.2022.102532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 02/08/2022] [Accepted: 02/16/2022] [Indexed: 11/21/2022]
11
Franettovich Smith MM, Mendis MD, Weber KA, Elliott JM, Ho R, Wilkes MJ, Collins NJ. Improving the measurement of intrinsic foot muscle morphology and composition from high-field (7T) magnetic resonance imaging. J Biomech 2022;140:111164. [PMID: 35661535 DOI: 10.1016/j.jbiomech.2022.111164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 05/07/2022] [Accepted: 05/23/2022] [Indexed: 11/28/2022]
12
Bodkin SG, Smith AC, Bergman BC, Huo D, Weber KA, Zarini S, Kahn D, Garfield A, Macias E, Harris-Love MO. Utilization of Mid-Thigh Magnetic Resonance Imaging to Predict Lean Body Mass and Knee Extensor Strength in Obese Adults. FRONTIERS IN REHABILITATION SCIENCES 2022;3. [PMID: 35419566 PMCID: PMC9004797 DOI: 10.3389/fresc.2022.808538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
13
Classification of rotator cuff tears in ultrasound images using deep learning models. Med Biol Eng Comput 2022;60:1269-1278. [PMID: 35043367 DOI: 10.1007/s11517-022-02502-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 12/31/2021] [Indexed: 10/19/2022]
14
ZHANG P, XU F. Effect of AI deep learning techniques on possible complications and clinical nursing quality of patients with coronary heart disease. FOOD SCIENCE AND TECHNOLOGY 2022. [DOI: 10.1590/fst.42020] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
15
Analysis of the paraspinal muscle morphology of the lumbar spine using a convolutional neural network (CNN). EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2021;31:774-782. [PMID: 34894288 DOI: 10.1007/s00586-021-07073-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 11/20/2021] [Accepted: 11/24/2021] [Indexed: 12/17/2022]
16
Tran V, De Martino E, Hides J, Cable G, Elliott JM, Hoggarth M, Zange J, Lindsay K, Debuse D, Winnard A, Beard D, Cook JA, Salomoni SE, Weber T, Scott J, Hodges PW, Caplan N. Gluteal Muscle Atrophy and Increased Intramuscular Lipid Concentration Are Not Mitigated by Daily Artificial Gravity Following 60-Day Head-Down Tilt Bed Rest. Front Physiol 2021;12:745811. [PMID: 34867450 PMCID: PMC8634875 DOI: 10.3389/fphys.2021.745811] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 10/13/2021] [Indexed: 11/27/2022]  Open
17
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;11:16567. [PMID: 34400672 PMCID: PMC8368246 DOI: 10.1038/s41598-021-95972-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 07/28/2021] [Indexed: 12/23/2022]  Open
18
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:e0253863. [PMID: 34170961 PMCID: PMC8232539 DOI: 10.1371/journal.pone.0253863] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 06/14/2021] [Indexed: 12/27/2022]  Open
19
Shen H, Huang J, Zheng Q, Zhu Z, Lv X, Liu Y, Wang Y. A Deep-Learning-Based, Fully Automated Program to Segment and Quantify Major Spinal Components on Axial Lumbar Spine Magnetic Resonance Images. Phys Ther 2021;101:6124778. [PMID: 33517461 DOI: 10.1093/ptj/pzab041] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Revised: 10/04/2020] [Accepted: 01/03/2021] [Indexed: 12/11/2022]
20
Merali Z, Wang JZ, Badhiwala JH, Witiw CD, Wilson JR, Fehlings MG. A deep learning model for detection of cervical spinal cord compression in MRI scans. Sci Rep 2021;11:10473. [PMID: 34006910 PMCID: PMC8131597 DOI: 10.1038/s41598-021-89848-3] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 03/18/2021] [Indexed: 12/19/2022]  Open
21
Van Looveren E, Cagnie B, Coppieters I, Meeus M, De Pauw R. Changes in Muscle Morphology in Female Chronic Neck Pain Patients Using Magnetic Resonance Imaging. Spine (Phila Pa 1976) 2021;46:638-648. [PMID: 33290364 DOI: 10.1097/brs.0000000000003856] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
22
Merali ZA, Colak E, Wilson JR. Applications of Machine Learning to Imaging of Spinal Disorders: Current Status and Future Directions. Global Spine J 2021;11:23S-29S. [PMID: 33890805 PMCID: PMC8076811 DOI: 10.1177/2192568220961353] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]  Open
23
Franettovich Smith MM, Elliott JM, Al-Najjar A, Weber KA, Hoggarth MA, Vicenzino B, Hodges PW, Collins NJ. New insights into intrinsic foot muscle morphology and composition using ultra-high-field (7-Tesla) magnetic resonance imaging. BMC Musculoskelet Disord 2021;22:97. [PMID: 33478467 PMCID: PMC7818930 DOI: 10.1186/s12891-020-03926-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 12/26/2020] [Indexed: 12/26/2022]  Open
24
Felisaz PF, Colelli G, Ballante E, Solazzo F, Paoletti M, Germani G, Santini F, Deligianni X, Bergsland N, Monforte M, Tasca G, Ricci E, Bastianello S, Figini S, Pichiecchio A. Texture analysis and machine learning to predict water T2 and fat fraction from non-quantitative MRI of thigh muscles in Facioscapulohumeral muscular dystrophy. Eur J Radiol 2020;134:109460. [PMID: 33296803 DOI: 10.1016/j.ejrad.2020.109460] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 09/04/2020] [Accepted: 11/29/2020] [Indexed: 12/14/2022]
25
Large-scale analysis of iliopsoas muscle volumes in the UK Biobank. Sci Rep 2020;10:20215. [PMID: 33214629 PMCID: PMC7677387 DOI: 10.1038/s41598-020-77351-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 11/05/2020] [Indexed: 12/16/2022]  Open
26
Belasso CJ, Behboodi B, Benali H, Boily M, Rivaz H, Fortin M. LUMINOUS database: lumbar multifidus muscle segmentation from ultrasound images. BMC Musculoskelet Disord 2020;21:703. [PMID: 33097024 PMCID: PMC7585198 DOI: 10.1186/s12891-020-03679-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Accepted: 09/28/2020] [Indexed: 11/10/2022]  Open
27
Cheng Q, Ke Y, Abdelmouty A. Negative emotion diffusion and intervention countermeasures of social networks based on deep learning. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2020. [DOI: 10.3233/jifs-179979] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
28
Deep learning for the rapid automatic quantification and characterization of rotator cuff muscle degeneration from shoulder CT datasets. Eur Radiol 2020;31:181-190. [PMID: 32696257 PMCID: PMC7755645 DOI: 10.1007/s00330-020-07070-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 05/26/2020] [Accepted: 07/03/2020] [Indexed: 12/03/2022]
29
Azimi P, Yazdanian T, Benzel EC, Aghaei HN, Azhari S, Sadeghi S, Montazeri A. A Review on the Use of Artificial Intelligence in Spinal Diseases. Asian Spine J 2020;14:543-571. [PMID: 32326672 PMCID: PMC7435304 DOI: 10.31616/asj.2020.0147] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 04/12/2020] [Indexed: 12/13/2022]  Open
30
Burian E, Franz D, Greve T, Dieckmeyer M, Holzapfel C, Drabsch T, Sollmann N, Probst M, Kirschke JS, Rummeny EJ, Zimmer C, Hauner H, Karampinos DC, Baum T. Age- and gender-related variations of cervical muscle composition using chemical shift encoding-based water-fat MRI. Eur J Radiol 2020;125:108904. [PMID: 32088656 DOI: 10.1016/j.ejrad.2020.108904] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2019] [Revised: 12/06/2019] [Accepted: 02/14/2020] [Indexed: 12/21/2022]
31
Kim D, Jeong M, Bae B, Ahn C. Design of a Human Evaluator Model for the Ride Comfort of Vehicle on a Speed Bump Using a Neural Artistic Style Extraction. SENSORS 2019;19:s19245407. [PMID: 31817951 PMCID: PMC6960580 DOI: 10.3390/s19245407] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2019] [Revised: 12/05/2019] [Accepted: 12/05/2019] [Indexed: 11/16/2022]
32
Karlsson A, Peolsson A, Elliott J, Romu T, Ljunggren H, Borga M, Dahlqvist Leinhard O. The relation between local and distal muscle fat infiltration in chronic whiplash using magnetic resonance imaging. PLoS One 2019;14:e0226037. [PMID: 31805136 PMCID: PMC6894804 DOI: 10.1371/journal.pone.0226037] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 11/17/2019] [Indexed: 12/13/2022]  Open
PrevPage 1 of 1 1Next
© 2004-2024 Baishideng Publishing Group Inc. All rights reserved. 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA