{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T07:13:00Z","timestamp":1778483580299,"version":"3.51.4"},"reference-count":27,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2023,3,22]],"date-time":"2023-03-22T00:00:00Z","timestamp":1679443200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,3,22]],"date-time":"2023-03-22T00:00:00Z","timestamp":1679443200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Abdom Radiol"],"DOI":"10.1007\/s00261-023-03872-7","type":"journal-article","created":{"date-parts":[[2023,3,27]],"date-time":"2023-03-27T03:30:27Z","timestamp":1679887827000},"page":"2102-2110","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Transplant renal artery stenosis: utilization of machine learning to identify ancillary sonographic and doppler parameters to predict stenosis in patients with graft dysfunction"],"prefix":"10.1007","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4331-7326","authenticated-orcid":false,"given":"Yamile","family":"Blain","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francesco","family":"Alessandrino","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eduardo","family":"Scortegagna","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patricia","family":"Balcacer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,3,22]]},"reference":[{"issue":"5","key":"3872_CR1","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1159\/000242431","volume":"30","author":"FP Hurst","year":"2009","unstructured":"Hurst, F. P., Abbott, K. C., Neff, R. T., Elster, E. A., Falta, E. M., Lentine, K. L., Agodoa, L. Y., & Jindal, R. M. (2009). Incidence, predictors and outcomes of transplant renal artery stenosis after kidney transplantation: analysis of USRDS.\u00a0American journal of nephrology,\u00a030(5), 459\u2013467. https:\/\/doi.org\/10.1159\/000242431","journal-title":"American Journal of Nephrology"},{"issue":"10","key":"3872_CR2","doi-asserted-by":"publisher","first-page":"772","DOI":"10.1016\/s0009-9260(03)00211-3","volume":"58","author":"U Patel","year":"2003","unstructured":"Patel, U., Khaw, K. K., & Hughes, N. C. (2003). Doppler ultrasound for detection of renal transplant artery stenosis-threshold peak systolic velocity needs to be higher in a low-risk or surveillance population.\u00a0Clinical radiology,\u00a058(10), 772\u2013777. https:\/\/doi.org\/10.1016\/s0009-9260(03)00211-3","journal-title":"Clinical radiology"},{"issue":"1","key":"3872_CR3","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1097\/01.asn.0000099379.61001.f8","volume":"15","author":"S Bruno","year":"2004","unstructured":"Bruno, S., Remuzzi, G., & Ruggenenti, P. (2004). Transplant renal artery stenosis. Journal of the American Society of Nephrology : JASN, 15(1), 134\u2013141. https:\/\/doi.org\/10.1097\/01.asn.0000099379.61001.f8","journal-title":"Journal of the American Society of Nephrology: JASN"},{"issue":"2","key":"3872_CR4","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1053\/j.ajkd.2010.10.048","volume":"57","author":"M Mangray","year":"2011","unstructured":"Mangray, M., & Vella, J. P. (2011). Hypertension after kidney transplant.\u00a0American journal of kidney diseases: the official journal of the National Kidney Foundation,\u00a057(2), 331\u2013341. https:\/\/doi.org\/10.1053\/j.ajkd.2010.10.048","journal-title":"American Journal of Kidney Diseases: the Official Journal of the National Kidney Foundation"},{"issue":"3","key":"3872_CR5","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1002\/jcu.10147","volume":"31","author":"RH de Morais","year":"2003","unstructured":"de Morais, R. H., Muglia, V. F., Mamere, A. E., Garcia Pisi, T., Saber, L. T., Muglia, V. A., Elias, J., Jr, Piccinato, C. E., & Trad, C. S. (2003). Duplex Doppler sonography of transplant renal artery stenosis. Journal of clinical ultrasound : JCU, 31(3), 135\u2013141. https:\/\/doi.org\/10.1002\/jcu.10147","journal-title":"Journal of Clinical Ultrasound: JCU"},{"key":"3872_CR6","doi-asserted-by":"publisher","unstructured":"Akbar, S. A., Jafri, S. Z., Amendola, M. A., Madrazo, B. L., Salem, R., & Bis, K. G. (2005). Complications of renal transplantation.\u00a0Radiographics: a review publication of the Radiological Society of North America, Inc,\u00a025(5), 1335\u20131356. https:\/\/doi.org\/10.1148\/rg.255045133","DOI":"10.1148\/rg.255045133"},{"issue":"1","key":"3872_CR7","doi-asserted-by":"publisher","first-page":"254","DOI":"10.1007\/s00261-016-0876-7","volume":"42","author":"KA Robinson","year":"2017","unstructured":"Robinson, K. A., Kriegshauser, J. S., Dahiya, N., Young, S. W., Czaplicki, C. D., & Patel, M. D. (2017). Detection of transplant renal artery stenosis: determining normal velocities at the renal artery anastomosis.\u00a0Abdominal radiology (New York),\u00a042(1), 254\u2013259. https:\/\/doi.org\/10.1007\/s00261-016-0876-7","journal-title":"Abdominal Radiology (New York)"},{"issue":"3","key":"3872_CR8","doi-asserted-by":"publisher","first-page":"661","DOI":"10.1148\/radiology.203.3.9169685","volume":"203","author":"P Loubeyre","year":"1997","unstructured":"Loubeyre, P., Abidi, H., Cahen, R., & Tran Minh, V. A. (1997). Transplanted renal artery: detection of stenosis with color Doppler US.\u00a0Radiology,\u00a0203(3), 661\u2013665. https:\/\/doi.org\/10.1148\/radiology.203.3.9169685","journal-title":"Radiology"},{"issue":"1","key":"3872_CR9","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1177\/87564793211029897","volume":"38","author":"C Luna","year":"2022","unstructured":"Luna C, Hassan F, Scortegagna E, Castillo RP. Analysis of the Peak Systolic Velocity in the Transplant Renal Artery Anastomosis to Determine Normal Values in Patients Without Graft Dysfunction. Journal of Diagnostic Medical Sonography. 2022;38(1):36-43. https:\/\/doi.org\/10.1177\/87564793211029897","journal-title":"Journal of Diagnostic Medical Sonography."},{"key":"3872_CR10","doi-asserted-by":"publisher","unstructured":"Kotval P. S. (1989). Doppler waveform parvus and tardus. A sign of proximal flow obstruction.\u00a0Journal of ultrasound in medicine: official journal of the American Institute of Ultrasound in Medicine,\u00a08(8), 435\u2013440. https:\/\/doi.org\/10.7863\/jum.1989.8.8.435","DOI":"10.7863\/jum.1989.8.8.435"},{"issue":"4","key":"3872_CR11","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.2214\/ajr.165.4.7676944","volume":"165","author":"JM Rubin","year":"1995","unstructured":"Rubin J. M. (1995). In Doppler sonography, what is aliasing, and how does it help detect vascular stenosis?\u00a0AJR. American journal of roentgenology,\u00a0165(4), 1003\u20131004. https:\/\/doi.org\/10.2214\/ajr.165.4.7676944","journal-title":"AJR: American Journal of Roentgenology"},{"issue":"4","key":"3872_CR12","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1055\/s-2004-861560","volume":"21","author":"DK Rajan","year":"2004","unstructured":"Rajan, D. K., Stavropoulos, S. W., & Shlansky-Goldberg, R. D. (2004). Management of transplant renal artery stenosis.\u00a0Seminars in interventional radiology,\u00a021(4), 259\u2013269. https:\/\/doi.org\/10.1055\/s-2004-861560","journal-title":"Seminars in Interventional Radiology"},{"issue":"5","key":"3872_CR13","doi-asserted-by":"publisher","first-page":"1271","DOI":"10.2214\/ajr.171.5.9798859","volume":"171","author":"KP Moresco","year":"1998","unstructured":"Moresco, K. P., Patel, N. H., Namyslowski, Y., Shah, H., Johnson, M. S., & Trerotola, S. O. (1998). Carbon dioxide angiography of the transplanted kidney: technical considerations and imaging findings. AJR. American journal of roentgenology, 171(5), 1271\u20131276. https:\/\/doi.org\/10.2214\/ajr.171.5.9798859","journal-title":"AJR. American Journal of Roentgenology"},{"issue":"2","key":"3872_CR14","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1002\/ccd.22758","volume":"77","author":"S Sharma","year":"2011","unstructured":"Sharma, S., Potdar, A., & Kulkarni, A. (2011). Percutaneous transluminal renal stenting for transplant renal artery stenosis. Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions, 77(2), 287\u2013293. https:\/\/doi.org\/10.1002\/ccd.22758","journal-title":"Catheterization and Cardiovascular Interventions : Official Journal of the Society for Cardiac Angiography & Interventions"},{"issue":"6","key":"3872_CR15","doi-asserted-by":"publisher","first-page":"1433","DOI":"10.1002\/jum.15826","volume":"41","author":"G Fananapazir","year":"2022","unstructured":"Fananapazir G, LaRoy JR, Navarro SM, Corwin MT, Carney B, Troppmann C. Ultrasound Screening for Transplant Renal Artery Stenosis Risk Stratification Using Standardized Criteria in Structured Reporting: A Validation Study.\u00a0J Ultrasound Med. 2022;41(6):1433-1438. https:\/\/doi.org\/10.1002\/jum.15826","journal-title":"J Ultrasound Med."},{"issue":"2","key":"3872_CR16","doi-asserted-by":"publisher","first-page":"E157","DOI":"10.1111\/ctr.12075","volume":"27","author":"E Siskind","year":"2013","unstructured":"Siskind E, Lombardi P, Blum M, et al. Significance of elevated transplant renal artery velocities in the postoperative renal transplant patient.\u00a0Clin Transplant. 2013;27(2):E157-E160. https:\/\/doi.org\/10.1111\/ctr.12075","journal-title":"Clin Transplant."},{"issue":"2","key":"3872_CR17","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1007\/s40477-014-0085-6","volume":"18","author":"A Granata","year":"2014","unstructured":"Granata, A., Clementi, S., Londrino, F., Romano, G., Veroux, M., Fiorini, F., & Fatuzzo, P. (2014). Renal transplant vascular complications: the role of Doppler ultrasound. Journal of ultrasound, 18(2), 101\u2013107. https:\/\/doi.org\/10.1007\/s40477-014-0085-6","journal-title":"Journal of Ultrasound"},{"issue":"6","key":"3872_CR18","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1111\/j.1432-2277.2011.01233.x","volume":"24","author":"K Brabrand","year":"2011","unstructured":"Brabrand, K., Holdaas, H., Gunther, A., & Midtvedt, K. (2011). Spontaneous regression of initially elevated peak systolic velocity in renal transplant artery.\u00a0Transplant international: official journal of the European Society for Organ Transplantation,\u00a024(6), 555\u2013559. https:\/\/doi.org\/10.1111\/j.1432-2277.2011.01233.x","journal-title":"Transplant International: Official Journal of the European Society for Organ Transplantation"},{"key":"3872_CR19","doi-asserted-by":"publisher","unstructured":"Brown, E. D., Chen, M. Y., Wolfman, N. T., Ott, D. J., & Watson, N. E., Jr (2000). Complications of renal transplantation: evaluation with US and radionuclide imaging.\u00a0Radiographics : a review publication of the Radiological Society of North America, Inc,\u00a020(3), 607\u2013622. https:\/\/doi.org\/10.1148\/radiographics.20.3.g00ma14607","DOI":"10.1148\/radiographics.20.3.g00ma14607"},{"key":"3872_CR20","doi-asserted-by":"publisher","unstructured":"Sugi, M. D., Joshi, G., Maddu, K. K., Dahiya, N., & Menias, C. O. (2019). Imaging of renal transplant complications throughout the life of the allograft: comprehensive multimodality review.\u00a0Radiographics: A Review Publication of the Radiological Society of North America, Inc,\u00a039(5), 1327\u20131355. https:\/\/doi.org\/10.1148\/rg.2019190096","DOI":"10.1148\/rg.2019190096"},{"issue":"3","key":"3872_CR21","doi-asserted-by":"publisher","first-page":"951","DOI":"10.1016\/j.jvs.2019.10.099","volume":"72","author":"MD Kronick","year":"2020","unstructured":"Kronick, M. D., Chopra, A., Swamy, S., Brar, V., Jung, E., Abraham, C. Z., Liem, T. K., Landry, G. J., & Moneta, G. L. (2020). Peak systolic velocity and color aliasing are important in the development of duplex ultrasound criteria for external carotid artery stenosis.\u00a0Journal of vascular surgery,\u00a072(3), 951\u2013957. https:\/\/doi.org\/10.1016\/j.jvs.2019.10.099","journal-title":"Journal of Vascular Surgery"},{"issue":"4","key":"3872_CR22","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1034\/j.1600-0455.2003.00087.x","volume":"44","author":"A Trusen","year":"2003","unstructured":"Trusen, A., Beissert, M., & Hahn, D. (2003). Color Doppler US findings in the diagnosis of arterial occlusive disease of the lower limb.\u00a0Acta radiologica (Stockholm, Sweden : 1987),\u00a044(4), 411\u2013418. https:\/\/doi.org\/10.1034\/j.1600-0455.2003.00087.x","journal-title":"Acta Radiologica (Stockholm, Sweden: 1987)"},{"issue":"6","key":"3872_CR23","doi-asserted-by":"publisher","first-page":"1441","DOI":"10.2214\/ajr.165.6.7484582","volume":"165","author":"RH Gottlieb","year":"1995","unstructured":"Gottlieb, R. H., Lieberman, J. L., Pabico, R. C., & Waldman, D. L. (1995). Diagnosis of renal artery stenosis in transplanted kidneys: value of Doppler waveform analysis of the intrarenal arteries. AJR. American journal of roentgenology, 165(6), 1441\u20131446. https:\/\/doi.org\/10.2214\/ajr.165.6.7484582","journal-title":"AJR. American Journal of Roentgenology"},{"issue":"6","key":"3872_CR24","doi-asserted-by":"publisher","first-page":"1371","DOI":"10.2214\/ajr.162.6.8192002","volume":"162","author":"MA Kliewer","year":"1994","unstructured":"Kliewer, M. A., Tupler, R. H., Hertzberg, B. S., Paine, S. S., DeLong, D. M., Svetkey, L. P., & Carroll, B. A. (1994). Doppler evaluation of renal artery stenosis: interobserver agreement in the interpretation of waveform morphology.\u00a0AJR. American journal of roentgenology,\u00a0162(6), 1371\u20131376. https:\/\/doi.org\/10.2214\/ajr.162.6.8192002","journal-title":"AJR. American Journal of Roentgenology"},{"issue":"4","key":"3872_CR25","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1093\/ndt\/15.4.539","volume":"15","author":"D Richardson","year":"2000","unstructured":"Richardson, D., Foster, J., Davison, A. M., & Irving, H. C. (2000). Parvus tardus waveform suggesting renal artery stenosis-remember the more proximal stenosis.\u00a0Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association,\u00a015(4), 539\u2013543. https:\/\/doi.org\/10.1093\/ndt\/15.4.539","journal-title":"Nephrology, Dialysis, Transplantation : Official Publication of the European Dialysis and Transplant Association - European Renal Association"},{"issue":"2","key":"3872_CR26","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1148\/radiology.184.2.1620853","volume":"184","author":"AT Stavros","year":"1992","unstructured":"Stavros, A. T., Parker, S. H., Yakes, W. F., Chantelois, A. E., Burke, B. J., Meyers, P. R., & Schenck, J. J. (1992). Segmental stenosis of the renal artery: pattern recognition of tardus and parvus abnormalities with duplex sonography.\u00a0Radiology,\u00a0184(2), 487\u2013492. https:\/\/doi.org\/10.1148\/radiology.184.2.1620853","journal-title":"Radiology"},{"key":"3872_CR27","doi-asserted-by":"publisher","first-page":"804410","DOI":"10.3389\/fcvm.2022.804410","volume":"9","author":"SY Lin","year":"2022","unstructured":"Lin SY, Law KM, Yeh YC, et al. Applying Machine Learning to Carotid Sonographic Features for Recurrent Stroke in Patients With Acute Stroke.\u00a0Front Cardiovasc Med. 2022;9:804410. Published 2022 Jan 28. https:\/\/doi.org\/10.3389\/fcvm.2022.804410","journal-title":"Front Cardiovasc Med"}],"container-title":["Abdominal Radiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00261-023-03872-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00261-023-03872-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00261-023-03872-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,10]],"date-time":"2023-05-10T07:29:29Z","timestamp":1683703769000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00261-023-03872-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,22]]},"references-count":27,"journal-issue":{"issue":"6","published-online":{"date-parts":[[2023,6]]}},"alternative-id":["3872"],"URL":"https:\/\/doi.org\/10.1007\/s00261-023-03872-7","relation":{},"ISSN":["2366-0058"],"issn-type":[{"value":"2366-0058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3,22]]},"assertion":[{"value":"14 December 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 February 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 February 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 March 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}