Ultrasound radiomics predict the success of US-guided percutaneous irrigation for shoulder calcific tendinopathy

Sansone V, Maiorano E, Galluzzo A, Pascale V. Calcific tendinopathy of the shoulder: clinical perspectives into the mechanisms, pathogenesis, and treatment. Orthop Res Rev. 2018. https://doi.org/10.2147/ORR.S138225.

Article  PubMed  PubMed Central  Google Scholar 

Oliva F, Via AG, Maffulli N. Physiopathology of intratendinous calcific deposition. BMC Med. 2012. https://doi.org/10.1186/1741-7015-10-95.

Article  PubMed  PubMed Central  Google Scholar 

Uhthoff HK, Loehr JW. Calcific tendinopathy of the rotator cuff: pathogenesis, diagnosis, and management. J Am Acad Orthop Surg. 1997;5:183–91.

Article  CAS  PubMed  Google Scholar 

Lanza E, Banfi G, Serafini G, Lacelli F, Orlandi D, Bandirali M, et al. Ultrasound-guided percutaneous irrigation in rotator cuff calcific tendinopathy: what is the evidence? A systematic review with proposals for future reporting. Eur Radiol. 2015;25:2176–83.

Article  PubMed  Google Scholar 

Gatt DL, Charalambous CP. Ultrasound-guided barbotage for calcific tendonitis of the shoulder: a systematic review including 908 patients. Arthrosc - J Arthrosc Relat Surg. 2014. https://doi.org/10.1016/j.arthro.2014.03.013.

Article  Google Scholar 

Sconfienza LM, Adriaensen M, Albano D, Allen G, Aparisi Gómez MP, Bazzocchi A, et al. Clinical indications for image-guided interventional procedures in the musculoskeletal system: a Delphi-based consensus paper from the European Society of Musculoskeletal Radiology (ESSR)—part I, shoulder. Eur Radiol. 2020;30:903–13.

Article  PubMed  Google Scholar 

Pagnini F, Bevilacqua A, D’amuri FV, Sabatino V, Russo U, Zappia M, et al. Ultrasound-guided percutaneous irrigation of calcific tendinopathy: technical developments. Acta Biomedica Mattioli. 2019;1885:95–100.

Google Scholar 

Farin PU, Räsänen H, Jaroma H, Harju A. Rotator cuff calcifications: treatment with ultrasound-guided percutaneous needle aspiration and lavage. Skeletal Radiol. 1996;25:551–4.

Article  CAS  PubMed  Google Scholar 

Lee JP, Kim DS, Han JY, Baik SH, Kwak JW, Kim SH. Clinical and radiological outcomes of ultrasound-guided barbotage using a spinal needle and subacromial steroid injection for calcific tendinitis of the shoulder. Clin Shoulder Elb. 2022;25:140–4.

Article  PubMed  PubMed Central  Google Scholar 

Cho NS, Lee BG, Rhee YG. Radiologic course of the calcific deposits in calcific tendinitis of the shoulder: does the initial radiologic aspect affect the final results? J Shoulder Elbow Surg. 2010;19:267–72. https://doi.org/10.1016/j.jse.2009.07.008.

Article  PubMed  Google Scholar 

Aerts HJWL, Velazquez ER, Leijenaar RTH, Parmar C, Grossmann P, Cavalho S, et al. Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach. Nat Commun. 2014. https://doi.org/10.1038/ncomms5644.

Article  PubMed  PubMed Central  Google Scholar 

Saravi B, Zink A, Ülkümen S, Couillard-Despres S, Wollborn J, Lang G, et al. Clinical and radiomics feature-based outcome analysis in lumbar disc herniation surgery. BMC Musculoskelet Disord. 2023. https://doi.org/10.1186/s12891-023-06911-y.

Article  PubMed  PubMed Central  Google Scholar 

Li X, Shi X, Wang Y, Pang J, Zhao X, Xu Y, et al. A CT-based radiomics nomogram for predicting histologic grade and outcome in chondrosarcoma. Cancer Imaging. 2024. https://doi.org/10.1186/s40644-024-00695-7.

Article  PubMed  PubMed Central  Google Scholar 

Beggs I, Stefano Bianchi U, Angel Bueno S, Michel Cohen S, Michel Court-Payen F, Andrew Grainger D, et al. European Society of musculoskeletal radiology musculoskeletal ultrasound technical guidelines I. Shoulder [Internet]. 2016 [cited 2024 Mar 30]. Available from: https://essr.org/content-essr/uploads/2016/10/shoulder.pdf. Accessed 12 April 2024

Messina C, Sconfienza LM. Ultrasound-guided percutaneous irrigation of calcific tendinopathy. Semin Musculoskelet Radiol. 2016;20:409–13.

Article  PubMed  Google Scholar 

Messina C, Banfi G, Orlandi D, Lacelli F, Serafini G, Mauri G, et al. Ultrasound-guided interventional procedures around the shoulder. Br J Radiol. 2016. https://doi.org/10.1259/bjr.20150372.

Article  PubMed  Google Scholar 

Klontzas ME, Vassalou EE, Zibis AH, Karantanas AH. The effect of injection volume on long-term outcomes of US-guided subacromial bursa injections. Eur J Radiol. 2020;129:109113.

Article  PubMed  Google Scholar 

Fedorov A, Beichel R, Kalpathy-Cramer J, Finet J, Fillion-Robin JC, Pujol S, et al. 3D slicer as an image computing platform for the Quantitative imaging network. Magn Reson Imaging. 2012;30:1323–41.

Article  PubMed  PubMed Central  Google Scholar 

Kohn MA, Senyak J. Sample Size Calculators [website].UCSF CTSI [Internet]. 2024 [cited 2024 Mar 30], Available from: https://www.sample-size.net/. Accessed 30 Mar 2024.

Kocak B, Akinci D’Antonoli T, Mercaldo N, Alberich-Bayarri A, Baessler B, Ambrosini I, et al. METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights Imaging. 2024. https://doi.org/10.53347/rID-188491.

Article  PubMed  PubMed Central  Google Scholar 

Louwerens JKG, Sierevelt IN, van Hove RP, van den Bekerom MPJ, van Noort A. Prevalence of calcific deposits within the rotator cuff tendons in adults with and without subacromial pain syndrome: clinical and radiologic analysis of 1219 patients. J Shoulder Elbow Surg. 2015;24:1588–93.

Article  PubMed  Google Scholar 

Wang L, Wen D, Yin Y, Zhang P, Wen W, Gao J, et al. Musculoskeletal ultrasound image-based radiomics for the diagnosis of achilles tendinopathy in skiers. J Ultrasound Med. 2023;42:363–71.

Article  CAS  PubMed  Google Scholar 

Vassalou EE, Klontzas ME, Plagou AP, Karantanas AH. Ultrasound-guided percutaneous irrigation of calcific tendinopathy: redefining predictors of treatment outcome ultrasound-guided percutaneous irrigation of calcific tendinopathy VAS Visual analogue scale. Eur Radiol. 2021. https://doi.org/10.1007/s00330-020-07334-2.

Article  PubMed  Google Scholar 

Vassalou EE, Klontzas ME, Marias K, Karantanas AH. Predicting long-term outcomes of ultrasound-guided percutaneous irrigation of calcific tendinopathy with the use of machine learning. Skeletal Radiol. 2022;51:417–22.

Article  PubMed  Google Scholar 

Jia Y, Yang J, Zhu Y, Wu H, Duan Y, Chen K, et al. Ultrasound-based radiomics: current status, challenges and future opportunities. Med Ultrason. 2022;24:451–60.

Article  PubMed  Google Scholar 

Del Castillo-González F, Ramos-Álvarez JJ, Rodríguez-Fabián G, González-Pérez J, Calderón-Montero J. Treatment of the calcific tendinopathy of the rotator cuff by ultrasound-guided percutaneous needle lavage. Two years prospective study. Muscle Ligaments Tendons J. 2019;04:407.

Article  Google Scholar 

Staartjes V, Kernbach J. Foundations of machine learning-based clinical prediction modeling: part III-model evaluation and other points of significance. Acta Neurochir Suppl. 2022;134:23–31.

Article  PubMed  Google Scholar 

Gillies RJ, Kinahan PE, Hricak H. Radiomics: Images are more than pictures, they are data. Radiology. 2016;278:563–77.

Article  PubMed  Google Scholar 

Abdul Salam M, Taher Azar A, Samy Elgendy M, Mohamed Fouad K. The effect of different dimensionality reduction techniques on machine learning overfitting problem [Internet]. IJACSA) Int J Adv Comput Sci Appl. 2021. Available from: www.ijacsa.thesai.org. Accessed 27 Mar 2024.

留言 (0)

沒有登入
gif