Advances in Musculoskeletal Imaging: Recent Developments and Predictions for the Future
2023; Radiological Society of North America; Volume: 308; Issue: 2 Linguagem: Inglês
10.1148/radiol.230615
ISSN1527-1315
AutoresMichael P. Recht, Lawrence M. White, Jan Fritz, Donald Resnick,
Tópico(s)Advanced MRI Techniques and Applications
ResumoHomeRadiologyVol. 308, No. 2 PreviousNext Reviews and CommentaryEditorial–Centennial ContentAdvances in Musculoskeletal Imaging: Recent Developments and Predictions for the FutureMichael P. Recht , Lawrence M. White, Jan Fritz, Donald L. ResnickMichael P. Recht , Lawrence M. White, Jan Fritz, Donald L. ResnickAuthor AffiliationsFrom the Department of Radiology, NYU Grossman School of Medicine, 660 First Ave, 3rd Floor, New York, NY 10016 (M.P.R., J.F.); Department of Medical Imaging, University Health Network, Sinai Health System and Women’s College Hospital, Toronto, Canada (L.M.W.); and Department of Radiology, UCSD Teleradiology and Education Center, La Jolla, Calif (D.L.R.).Address correspondence to M.P.R. (email: [email protected]).Michael P. Recht Lawrence M. WhiteJan FritzDonald L. ResnickPublished Online:Aug 29 2023https://doi.org/10.1148/radiol.230615MoreSectionsFull textPDF ToolsAdd to favoritesCiteTrack CitationsPermissionsReprints ShareShare onFacebookXLinked In References1. Geijer M, Inci F, Solidakis N, Szaro P, Al-Amiry B. The development of musculoskeletal radiology for 100 years as presented in the pages of Acta Radiologica. Acta Radiol 2021;62(11):1460–1472. Crossref, Medline, Google Scholar2. Yogi Berra Quotes. Goodreads. https://www.goodreads.com/quotes/261863-it-s-tough-to-make-predictions-especially-about-the-future. Accessed August 15, 2023. Google Scholar3. Rosman DA, Duszak R Jr, Wang W, Hughes DR, Rosenkrantz AB. Changing Utilization of Noninvasive Diagnostic Imaging Over 2 Decades: An Examination Family-Focused Analysis of Medicare Claims Using the Neiman Imaging Types of Service Categorization System. AJR Am J Roentgenol 2018;210(2):364–368. Crossref, Medline, Google Scholar4. Vanderby S, Badea A, Peña Sánchez JN, Kalra N, Babyn P. Variations in Magnetic Resonance Imaging Provision and Processes Among Canadian Academic Centres. Can Assoc Radiol J 2017;68(1):56–65. Crossref, Medline, Google Scholar5. Hennig J, Nauerth A, Friedburg H. RARE imaging: a fast imaging method for clinical MR. Magn Reson Med 1986;3(6):823–833. Crossref, Medline, Google Scholar6. Lin DJ, Walter SS, Fritz J. Artificial Intelligence-Driven Ultra-Fast Superreso6ution MRI: 10-Fold Accelerated Musculoskeletal Turbo Spin Echo MRI Within Reach. Invest Radiol 2023;58(1):28–42. Crossref, Medline, Google Scholar7. Sodickson DK, Manning WJ. Simultaneous acquisition of spatial harmonics (SMASH): fast imaging with radiofrequency coil arrays. Magn Reson Med 1997;38(4):591–603. Crossref, Medline, Google Scholar8. Fritz J, Guggenberger R, Del Grande F. Rapid Musculoskeletal MRI in 2021: Clinical Application of Advanced Accelerated Techniques. AJR Am J Roentgenol 2021;216(3):718–733. Crossref, Medline, Google Scholar9. Del Grande F, Rashidi A, Luna R, et al. Five-Minute Five-Sequence Knee MRI Using Combined Simultaneous Multislice and Parallel Imaging Acceleration: Comparison with 10-Minute Parallel Imaging Knee MRI. Radiology 2021;299(3):635–646. Link, Google Scholar10. Knoll F, Zbontar J, Sriram A, et al. fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning. Radiol Artif Intell 2020;2(1):e190007. Link, Google Scholar11. Johnson PM, Lin DJ, Zbontar J, et al. Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI. Radiology 2023;307(2):e220425. Link, Google Scholar12. Recht MP, Zbontar J, Sodickson DK, et al. Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study. AJR Am J Roentgenol 2020;215(6):1421–1429. Crossref, Medline, Google Scholar13. Bürk J, Vicari M, Dovi-Akué P, et al. Extremity-dedicated low-field MRI shows good diagnostic accuracy and interobserver agreement for the diagnosis of the acutely injured knee. Clin Imaging 2015;39(5):871–875. Crossref, Medline, Google Scholar14. Khodarahmi I, Keerthivasan MB, Brinkmann IM, Grodzki D, Fritz J. Modern Low-Field MRI of the Musculoskeletal System: Practice Considerations, Opportunities, and Challenges. Invest Radiol 2023;58(1):76–87. Crossref, Medline, Google Scholar15. Gorelik N, Gyftopoulos S. Applications of Artificial Intelligence in Musculoskeletal Imaging: From the Request to the Report. Can Assoc Radiol J 2021;72(1):45–59. Crossref, Medline, Google Scholar16. Fritz J, Kijowski R, Recht MP. Artificial intelligence in musculoskeletal imaging: a perspective on value propositions, clinical use, and obstacles. Skeletal Radiol 2022;51(2):239–243. Crossref, Medline, Google Scholar17. Kuo RYL, Harrison C, Curran TA, et al. Artificial Intelligence in Fracture Detection: A Systematic Review and Meta-Analysis. Radiology 2022;304(1):50–62. Link, Google Scholar18. Liu F, Guan B, Zhou Z, et al. Fully Automated Diagnosis of Anterior Cruciate Ligament Tears on Knee MR Images by Using Deep Learning. Radiol Artif Intell 2019;1(3):180091. Link, Google Scholar19. Chmelik J, Jakubicek R, Walek P, et al. Deep convolutional neural network-based segmentation and classification of difficult to define metastatic spinal lesions in 3D CT data. Med Image Anal 2018;49:76–88. Crossref, Medline, Google Scholar20. Bien N, Rajpurkar P, Ball RL, et al. Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet. PLoS Med 2018;15(11):e1002699. Crossref, Medline, Google Scholar21. Simon S, Schwarz GM, Aichmair A, et al. Fully automated deep learning for knee alignment assessment in lower extremity radiographs: a cross-sectional diagnostic study. Skeletal Radiol 2022;51(6):1249–1259. Crossref, Medline, Google Scholar22. Wang B, Torriani M. Artificial Intelligence in the Evaluation of Body Composition. Semin Musculoskelet Radiol 2020;24(1):30–37. Crossref, Medline, Google Scholar23. Boutin RD, Lenchik L. Value-Added Opportunistic CT: Insights Into Osteoporosis and Sarcopenia. AJR Am J Roentgenol 2020;215(3):582–594. Crossref, Medline, Google Scholar24. Lambin P, Leijenaar RTH, Deist TM, et al. Radiomics: the bridge between medical imaging and personalized medicine. Nat Rev Clin Oncol 2017;14(12):749–762. Crossref, Medline, Google Scholar25. Nardone V, Boldrini L, Grassi R, et al. Radiomics in the Setting of Neoadjuvant Radiotherapy: A New Approach for Tailored Treatment. Cancers (Basel) 2021;13(14):3590. Crossref, Medline, Google Scholar26. Bouhamama A, Leporq B, Khaled W, et al. Prediction of Histologic Neoadjuvant Chemotherapy Response in Osteosarcoma Using Pretherapeutic MRI Radiomics. Radiol Imaging Cancer 2022;4(5):e210107. Link, Google Scholar27. White LM, Atinga A, Naraghi AM, et al. T2-weighted MRI radiomics in high-grade intramedullary osteosarcoma: predictive accuracy in assessing histologic response to chemotherapy, overall survival, and disease-free survival. Skeletal Radiol 2023;52(3):553–564. Crossref, Medline, Google Scholar28. Chen H, Zhang X, Wang X, et al. MRI-based radiomics signature for pretreatment prediction of pathological response to neoadjuvant chemotherapy in osteosarcoma: a multicenter study. Eur Radiol 2021;31(10):7913–7924. Crossref, Medline, Google Scholar29. Rosenthal DI. The future of MSK interventions. Skeletal Radiol 2011;40(9):1133–1136. Crossref, Medline, Google Scholar30. Dalili D, Isaac A, Rashidi A, Åström G, Fritz J. Image-guided Sports Medicine and Musculoskeletal Tumor Interventions: A Patient-Centered Model. Semin Musculoskelet Radiol 2020;24(3):290–309. Crossref, Medline, Google Scholar31. Fritz J, Chhabra A, Wang KC, Carrino JA. Magnetic resonance neurography-guided nerve blocks for the diagnosis and treatment of chronic pelvic pain syndrome. Neuroimaging Clin N Am 2014;24(1):211–234. Crossref, Medline, Google Scholar32. Burke CJ, Bencardino J, Adler R. The Potential Use of Ultrasound-Magnetic Resonance Imaging Fusion Applications in Musculoskeletal Intervention. J Ultrasound Med 2017;36(1):217–224. Crossref, Medline, Google Scholar33. Wu MH, Xiao LF, Liu HW, et al. PET/CT-guided versus CT-guided percutaneous core biopsies in the diagnosis of bone tumors and tumor-like lesions: which is the better choice? Cancer Imaging 2019;19(1):69. Crossref, Medline, Google Scholar34. Fritz J, U-Thainual P, Ungi T, et al. Augmented reality visualization with use of image overlay technology for MR imaging-guided interventions: assessment of performance in cadaveric shoulder and hip arthrography at 1.5 T. Radiology 2012;265(1):254–259. Link, Google Scholar35. Fritz J, U-Thainual P, Ungi T, et al. MR-guided vertebroplasty with augented reality image overlay navigation. Cardiovasc Intervent Radiol 2014;37(6):1589–1596. Crossref, Medline, Google Scholar36. Li G, Patel NA, Wang Y, et al. Fully Actuated Body-Mounted Robotic System for MRI-Guided Lower Back Pain Injections: Initial Phantom and Cadaver Studies. IEEE Robot Autom Lett 2020;5(4):5245–5251. Crossref, Medline, Google Scholar37. Enayati N, De Momi E, Ferrigno G. Haptics in Robot-Assisted Surgery: Challenges and Benefits. IEEE Rev Biomed Eng 2016;9:49–65. Crossref, Medline, Google Scholar38. Dalili D, Ahlawat S, Isaac A, Rashidi A, Fritz J. Selective MR neurography-guided anterior femoral cutaneous nerve blocks for diagnosing anterior thigh neuralgia: anatomy, technique, diagnostic performance, and patient-reported experiences. Skeletal Radiol 2022;51(8):1649–1658. Crossref, Medline, Google Scholar39. Fritz J, Niemeyer T, Clasen S, et al. Management of chronic low back pain: rationales, principles, and targets of imaging-guided spinal injections. RadioGraphics 2007;27(6):1751–1771. Link, Google Scholar40. Tran A, Reiter DA, Fritz J, et al. Pilot study for treatment of symptomatic shoulder arthritis utilizing cooled radiofrequency ablation: a novel technique. Skeletal Radiol 2022;51(8):1563–1570. Crossref, Medline, Google Scholar41. Dalili D, Isaac A, Bazzocchi A, et al. Interventional Techniques for Bone and Musculoskeletal Soft Tissue Tumors: Current Practices and Future Directions - Part I. Ablation. Semin Musculoskelet Radiol 2020;24(6):692–709. Crossref, Medline, Google Scholar42. Manfré L. CT-Guided Transfacet Pedicle Screw Fixation in Facet Joint Syndrome: A Novel Approach. Interv Neuroradiol 2014;20(5):614–620. Crossref, Medline, Google Scholar43. Carrino JA. Advances in musculoskeletal imaging: it is tough to make predictions, especially about the future, but here goes. Radiology 2023;308(2):e230642. Google Scholar44. Sneag DB, Abel F, Potter HG, et al. MRI advancements in musculoskeletal clinical and research practice. Radiology 2023;308(2):e230531. Link, Google Scholar45. Demehri S, Baffour FI, Klein JG, et al. Musculoskeletal CT Imaging: State-of-the-Art Advancements and Future Directions. Radiology 2023;308(2):e230344. Link, Google ScholarArticle HistoryReceived: Mar 9 2023Revision requested: Apr 5 2023Revision received: Apr 18 2023Accepted: Apr 20 2023Published online: Aug 29 2023 FiguresReferencesRelatedDetailsRecommended Articles Emerging Technology in Musculoskeletal MRI and CTRadiology2022Volume: 306Issue: 1pp. 6-19Patellar Tracking: An Old Problem with New InsightsRadioGraphics2023Volume: 43Issue: 6Musculoskeletal CT Imaging: State-of-the-Art Advancements and Future DirectionsRadiology2023Volume: 308Issue: 2Imaging in Interventional Radiology: 2043 and BeyondRadiology2023Volume: 308Issue: 1Deep Generative Adversarial Networks: Applications in Musculoskeletal ImagingRadiology: Artificial Intelligence2021Volume: 3Issue: 3See More RSNA Education Exhibits Fast MRI: MSK Applications in Adults and ChildrenDigital Posters2022The Role of CT/CTA in Attempted Salvage of the Threatened or Mangled Extremity: From Secondary Survey to Damage Control Radiology  Digital Posters2020Computed Tomoraphy Angiography (CTA) of Lower Extremities in the Emergency SettingDigital Posters2020 RSNA Case Collection Subperiosteal AbscessRSNA Case Collection2021Patella FractureRSNA Case Collection2020Osteochondritis dissecansRSNA Case Collection2020 Vol. 308, No. 2 Metrics Altmetric Score PDF download
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