Nomogram Based on Ultrasonography and Clinical Features for Predicting Malignancy in Soft Tissue Tumors

References

• Chiou HJ, Chou YH, Chiu SY, et al. Differentiation of benign and malignant superficial soft-tissue masses using grayscale and color doppler ultrasonography. J Chin Med Assoc. 2009;72(6):307–315. doi:10.1016/S1726-4901(09)70377-619541566
   PubMed Web of Science ®Google Scholar
• Jo VY, Doyle LA. Refinements in sarcoma classification in the current 2013 World Health Organization classification of tumours of soft tissue and bone. Surg Oncol Clin North Am. 2016;25:621–643. doi:10.1016/j.soc.2016.05.001
   PubMed Web of Science ®Google Scholar
• Morii T, Aoyagi T, Tajima T, Yoshiyama A, Ichimura S, Mochizuki K. Unplanned resection of a soft tissue sarcoma: clinical characteristics and impact on oncological and functional outcomes. J Orthop Sci. 2015;20(2):373–379. doi:10.1007/s00776-014-0689-x25613392
   PubMed Web of Science ®Google Scholar
• Nazarian LN, Top T. 10 reasons musculoskeletal sonography is an important complementary or alternative technique to MRI. Am J Roentgenol. 2008;190:1621–1626. doi:10.2214/AJR.07.338518492916
   PubMed Web of Science ®Google Scholar
• McNally EG. The development and clinical applications of musculoskeletal ultrasound. Skeletal Radiol. 2011;40(9):1223–1231. doi:10.1007/s00256-011-1220-521847751
   PubMed Web of Science ®Google Scholar
• Badea R, Crian M, Lupor M, Fodor L. Diagnosis and characterization of cutaneous tumors using combined ultrasonographic procedures (conventional and high resolution ultrasonography). Med Ultrason. 2010;12(4):317–322.21210018
   PubMed Web of Science ®Google Scholar
• Oebisu N, Hoshi M, Ieguchi M, et al. Contrast-enhanced color Doppler ultrasonography increases diagnostic accuracy for soft tissue tumors. Oncol Rep. 2014;32(4):1654–1660. doi:10.3892/or.2014.337825109621
   PubMed Web of Science ®Google Scholar
• Hung EHY, Griffith JF, Yip SWY, et al. Accuracy of ultrasound in the characterization of superficial soft tissue tumors: a prospective study. Skeletal Radiol. 2020;49(6):883–892. doi:10.1007/s00256-019-03365-z31900511
   PubMed Web of Science ®Google Scholar
• Ozturk M, Selcuk MB, Polat AV, Ozbalci AB, Baris YS. The diagnostic value of ultrasound and shear wave elastography in the differentiation of benign and malignant soft tissue tumors. Skeletal Radiol. 2020;49(11):1795–1805. doi:10.1007/s00256-020-03492-y32506224
   PubMed Web of Science ®Google Scholar
• Jung W, Park T, Kim Y, et al. Validation of a nomogram to predict the risk of cancer in patients with intraductal papillary mucinous neoplasm and main duct dilatation of 10 mm or less. Br J Surg. 2019;106(13):1829–1836. doi:10.1002/bjs.1129331441048
   PubMed Web of Science ®Google Scholar
• Zheng H, Tang H, Wang H, et al. Nomogram to predict lymph node metastasis in patients with early oesophageal squamous cell carcinoma. Br J Surg. 2018;105(11):1464–1470. doi:10.1002/bjs.1088229863776
   PubMed Web of Science ®Google Scholar
• Chen L, Zhang JX, Meng LC, Lai YS, Huang WY. A new ultrasound nomogram for differentiating benign and malignant thyroid nodules. Clin Endocrinol (Oxf). 2019;90(2):351–359. doi:10.1111/cen.1389830390403
   PubMed Web of Science ®Google Scholar
• Wang HL, Lai JG, Li J, et al. Does establishing a preoperative nomogram including ultrasonographic findings help predict the likelihood of malignancy in patients with microcalcifications? Cancer Imaging. 2019;19(1):46. doi:10.1186/s40644-019-0229-131269987
   PubMed Web of Science ®Google Scholar
• Guo BL, Ouyang FS, Ouyang LZ, et al. Development and validation of an ultrasound-based nomogram to improve the diagnostic accuracy for malignant thyroid nodules. Eur Radiol. 2019;29(3):1518–1526. doi:10.1007/s00330-018-5715-530209592
   PubMed Web of Science ®Google Scholar
• Qiu SQ, Zeng HC, Zhang F, et al. A nomogram to predict the probability of axillary lymph node metastasis in early breast cancer patients with positive axillary ultrasound. Sci Rep. 2016;6:21196. doi:10.1038/srep2119626875677
   PubMed Web of Science ®Google Scholar
• Taljanovic MS, Gimber LH, Klauser AS, Porrino JA, Chadaz TS, Omar IM. Ultrasound in the evaluation of musculoskeletal soft-tissue masses. Semin Roentgenol. 2017;52(4):241–254. doi:10.1053/j.ro.2017.08.00228965544
   PubMed Web of Science ®Google Scholar
• Adler DD, Carson PL, Rubin JM, Quinn-Reid D. Doppler ultrasound color flow imaging in the study of breast cancer: preliminary findings. Ultrasound Med Biol. 1990;16(6):553–559. doi:10.1016/0301-5629(90)90020-d2238263
   PubMed Web of Science ®Google Scholar
• Casali PG, Jost L, Sleijfer S, Verweij J, Blay JY. Soft tissue sarcomas: ESMO clinical recommendations for diagnosis, treatment and follow-up. Ann Oncol. 2009;20(4):132–136. doi:10.1093/annonc/mdp15319454434
   PubMed Web of Science ®Google Scholar
• Frank E, Harrell JR. Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis. New York: Springer; 2001.
   Google Scholar
• Huitzil-Melendez FD, Capanu M, O’Reilly EM, et al. Advanced hepatocellular carcinoma: which staging systems best predict prognosis? J Clin Oncol. 2010;28:2889–2895. doi:10.1200/JCO.2009.25.989520458042
   PubMed Web of Science ®Google Scholar
• Kasraeian S, Allison DC, Ahlmann ER, Fedenko AN, Menendez LR. A comparison of fine-needle aspiration, core biopsy, and surgical biopsy in the diagnosis of extremity soft tissue masses. Clin Orthop Relat Res. 2010;468(11):2992–3002. doi:10.1007/s11999-010-1401-x20512437
   PubMed Web of Science ®Google Scholar
• Colletti SM, Tranesh GA, Whetsell CR, Chambers LN, Nassar A. High diagnostic accuracy of core needle biopsy of soft tissue tumors: an institutional experience. Diagn Cytopathol. 2016;44(4):291–298. doi:10.1002/dc.2344026799242
   PubMed Web of Science ®Google Scholar
• Endo M, Setsu N, Fujiwara T, et al. Diagnosis and management of subcutaneous soft tissue sarcoma. Curr Treat Options Oncol. 2019;20(7):54. doi:10.1007/s11864-019-0656-z31129726
   PubMed Web of Science ®Google Scholar
• Casali PG, Abecassis N, Aro HT, et al. Soft tissue and visceral sarcomas: ESMO-EURACAN clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2018;29:51–67. doi:10.1093/annonc/mdy096
   Web of Science ®Google Scholar
• Morii T, Kishino T, Shimamori N, et al. Differential diagnosis between benign and malignant soft tissue tumors utilizing ultrasound parameters. J Med Ultrason. 2018;45(1):113–119. doi:10.1007/s10396-017-0796-3
   PubMed Web of Science ®Google Scholar
• De Marchi A, Prever EBD, Cavallo F, et al. Perfusion pattern and time of vascularisation with CEUS increase accuracy in differentiating between benign and malignant tumours in 216 musculoskeletal soft tissue masses. Eur J Radiol. 2015;84:142–150. doi:10.1016/j.ejrad.2014.10.00225454097
   PubMed Web of Science ®Google Scholar
• Nagano S, Yahiro Y, Yokouchi M, et al. Doppler ultrasound for diagnosis of soft tissue sarcoma: efficacy of ultrasound-based screening score. Radiol Oncol. 2015;49(2):135–140. doi:10.1515/raon-2015-001126029024
   PubMed Web of Science ®Google Scholar
• Giovagnorio F, Andreoli C, De Cicco ML. Color Doppler sonography of focal lesions of the skin and subcutaneous tissue. J Ultrasound Med. 1999;18(2):89–93. doi:10.7863/jum.1999.18.2.8910206814
   PubMed Web of Science ®Google Scholar
• Grimer R, Judson I, Peake D, Seddon B. Guidelines for the management of soft tissue sarcomas. Sarcoma. 2010;2010:506182. doi:10.1155/2010/50618220634933
   PubMedGoogle Scholar
• Rimondi E, Benassi MS, Bazzocchi A, et al. Translational research in diagnosis and management of soft tissue tumours. Cancer Imaging. 2016;16(1):13. doi:10.1186/s40644-016-0071-727266712
   PubMed Web of Science ®Google Scholar
• Cutts FA, Piana R. The management of soft tissue sarcomas. Rev Surg. 2012;10(1):25–32.
   Google Scholar
• Datir A, James S, Ali K, Lee J, Ahmad M, Saifuddin A. MRI of soft-tissue masses: the relationship between lesion size, depth, and diagnosis. Clin Radiol. 2008;63(4):373–380. doi:10.1016/j.crad.2007.08.01618325355
   PubMed Web of Science ®Google Scholar
• Alexander L, Siegfried P, Michaela P, Djurdjevic T, Gruber H. Perfusion pattern of musculoskeletal masses using contrast-enhanced ultrasound: a helpful tool for characterisation? Eur Radiol. 2012;22(8):1803–1811. doi:10.1007/s00330-012-2407-422411306
   PubMed Web of Science ®Google Scholar
• Iasonos A, Schrag D, Raj GV, Panageas KS. How to build and interpret a nomogram for cancer prognosis. J Clin Oncol. 2008;26(8):1364–1370. doi:10.1200/JCO.2007.12.979118323559
   PubMed Web of Science ®Google Scholar