{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T17:27:14Z","timestamp":1769880434470,"version":"3.49.0"},"reference-count":56,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T00:00:00Z","timestamp":1730160000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T00:00:00Z","timestamp":1730160000000},"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":["Curr Urol Rep"],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1007\/s11934-024-01247-z","type":"journal-article","created":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T04:31:44Z","timestamp":1730176304000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Current and Future Directions of Technology in Assessment of Peyronie\u2019s Disease"],"prefix":"10.1007","volume":"26","author":[{"given":"Abrar H.","family":"Mian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew J.","family":"Ziegelmann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,10,29]]},"reference":[{"issue":"7","key":"1247_CR1","doi-asserted-by":"publisher","first-page":"727","DOI":"10.1046\/j.1464-4096.2001.02436.x","volume":"88","author":"U Schwarzer","year":"2001","unstructured":"Schwarzer U, Sommer F, Klotz T, Braun M, Reifenrath B, Engelmann U. The prevalence of Peyronie\u2019s disease: results of a large survey. BJU Int. 2001;88(7):727\u201330.","journal-title":"BJU Int"},{"issue":"6 Pt 1","key":"1247_CR2","doi-asserted-by":"publisher","first-page":"2350","DOI":"10.1097\/01.ju.0000127744.18878.f1","volume":"171","author":"JP Mulhall","year":"2004","unstructured":"Mulhall JP, Creech SD, Boorjian SA, Ghaly S, Kim ED, Moty A, et al. Subjective and objective analysis of the prevalence of Peyronie\u2019s disease in a population of men presenting for prostate cancer screening. J Urol. 2004;171(6 Pt 1):2350\u20133.","journal-title":"J Urol"},{"issue":"3","key":"1247_CR3","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1038\/s41585-018-0117-7","volume":"16","author":"P Tsambarlis","year":"2019","unstructured":"Tsambarlis P, Levine LA. Nonsurgical management of Peyronie\u2019s disease. Nat Rev Urol. 2019;16(3):172\u201386.","journal-title":"Nat Rev Urol"},{"issue":"3","key":"1247_CR4","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1016\/j.juro.2015.05.098","volume":"194","author":"A Nehra","year":"2015","unstructured":"Nehra A, Alterowitz R, Culkin DJ, Faraday MM, Hakim LS, Heidelbaugh JJ, et al. Peyronie\u2019s disease: AUA guideline. J Urol. 2015;194(3):745\u201353.","journal-title":"J Urol"},{"issue":"6","key":"1247_CR5","doi-asserted-by":"publisher","first-page":"2115","DOI":"10.1016\/S0022-5347(06)00270-9","volume":"175","author":"JP Mulhall","year":"2006","unstructured":"Mulhall JP, Schiff J, Guhring P. An analysis of the natural history of Peyronie\u2019s disease. J Urol. 2006;175(6):2115\u20138. discussion 8.","journal-title":"J Urol"},{"issue":"12","key":"1247_CR6","doi-asserted-by":"publisher","first-page":"3121","DOI":"10.1111\/jsm.12334","volume":"10","author":"L Levine","year":"2013","unstructured":"Levine L, Rybak J, Corder C, Farrel MR. Peyronie\u2019s disease plaque calcification\u2013prevalence, time to identification, and development of a new grading classification. J Sex Med. 2013;10(12):3121\u20138.","journal-title":"J Sex Med"},{"issue":"3","key":"1247_CR7","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1097\/MOU.0000000000000754","volume":"30","author":"M Parmar","year":"2020","unstructured":"Parmar M, Masterson JM, Masterson TA 3rd. The role of imaging in the diagnosis and management of Peyronie\u2019s disease. Curr Opin Urol. 2020;30(3):283\u20139.","journal-title":"Curr Opin Urol"},{"issue":"2","key":"1247_CR8","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1007\/s00345-019-02928-y","volume":"38","author":"JF McCauley","year":"2020","unstructured":"McCauley JF, Dean RC. Diagnostic utility of penile ultrasound in Peyronie\u2019s disease. World J Urol. 2020;38(2):263\u20138.","journal-title":"World J Urol"},{"issue":"3","key":"1247_CR9","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1016\/j.jsxm.2019.11.271","volume":"17","author":"MJ Ziegelmann","year":"2020","unstructured":"Ziegelmann MJ, Trost LW, Russo GI, Levine LA. Peyronie\u2019s disease intervention studies: an exploration of modern-era challenges in study design and evaluating treatment outcomes. J Sex Med. 2020;17(3):364\u201377.","journal-title":"J Sex Med"},{"issue":"2","key":"1247_CR10","doi-asserted-by":"publisher","first-page":"363","DOI":"10.1016\/j.jsxm.2020.11.013","volume":"18","author":"MG Manka","year":"2021","unstructured":"Manka MG, White LA, Yafi FA, Mulhall JP, Levine LA, Ziegelmann MJ. Comparing and contrasting Peyronie\u2019s disease guidelines: points of consensus and deviation. J Sex Med. 2021;18(2):363\u201375.","journal-title":"J Sex Med"},{"issue":"1","key":"1247_CR11","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1111\/j.1743-6109.2006.00404.x","volume":"4","author":"M Ohebshalom","year":"2007","unstructured":"Ohebshalom M, Mulhall J, Guhring P, Parker M. Measurement of penile curvature in Peyronie\u2019s disease patients: comparison of three methods. J Sex Med. 2007;4(1):199\u2013203.","journal-title":"J Sex Med"},{"issue":"12","key":"1247_CR12","doi-asserted-by":"publisher","first-page":"2462","DOI":"10.1016\/j.jsxm.2020.10.003","volume":"17","author":"J Joseph","year":"2020","unstructured":"Joseph J, Ziegelmann MJ, Alom M, Savage J, Kohler TS, Trost L. Outcomes of RestoreX penile traction therapy in men with Peyronie\u2019s disease: results from open label and follow-up phases. J Sex Med. 2020;17(12):2462\u201371.","journal-title":"J Sex Med"},{"issue":"1","key":"1247_CR13","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1016\/j.juro.2013.01.087","volume":"190","author":"M Gelbard","year":"2013","unstructured":"Gelbard M, Goldstein I, Hellstrom WJ, McMahon CG, Smith T, Tursi J, et al. Clinical efficacy, safety and tolerability of collagenase clostridium histolyticum for the treatment of peyronie disease in 2 large double-blind, randomized, placebo controlled phase 3 studies. J Urol. 2013;190(1):199\u2013207.","journal-title":"J Urol"},{"key":"1247_CR14","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/j.urology.2018.05.014","volume":"118","author":"N Punjani","year":"2018","unstructured":"Punjani N, Stern N, Brock G. Characterization of septal and punctate scarring in Peyronie\u2019s disease. Urology. 2018;118:87\u201391.","journal-title":"Urology"},{"issue":"3","key":"1247_CR15","first-page":"33","volume":"76","author":"E Pawlowska","year":"2011","unstructured":"Pawlowska E, Bianek-Bodzak A. Imaging modalities and clinical assesment in men affected with Peyronie\u2019s disease. Pol J Radiol. 2011;76(3):33\u20137.","journal-title":"Pol J Radiol"},{"key":"1247_CR16","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.urology.2018.06.003","volume":"119","author":"K Wymer","year":"2018","unstructured":"Wymer K, Ziegelmann M, Savage J, Kohler T, Trost L. Plaque calcification: an important predictor of Collagenase clostridium histolyticum treatment outcomes for men with Peyronie\u2019s disease. Urology. 2018;119:109\u201314.","journal-title":"Urology"},{"issue":"3","key":"1247_CR17","first-page":"11549","volume":"95","author":"G Paulis","year":"2023","unstructured":"Paulis G, Paulis A. Calcification in Peyronie\u2019s disease: its role and clinical influence on the various symptoms and signs of the disease, including psychological impact. Our study of 551 patients. Arch Ital Urol Androl. 2023;95(3):11549.","journal-title":"Arch Ital Urol Androl"},{"issue":"3","key":"1247_CR18","doi-asserted-by":"publisher","first-page":"644","DOI":"10.1016\/j.eururo.2007.07.013","volume":"53","author":"A Bekos","year":"2008","unstructured":"Bekos A, Arvaniti M, Hatzimouratidis K, Moysidis K, Tzortzis V, Hatzichristou D. The natural history of Peyronie\u2019s disease: an ultrasonography-based study. Eur Urol. 2008;53(3):644\u201350.","journal-title":"Eur Urol"},{"issue":"2","key":"1247_CR19","doi-asserted-by":"publisher","first-page":"709","DOI":"10.21037\/tau.2020.03.10","volume":"9","author":"M Ma","year":"2020","unstructured":"Ma M, Yu B, Qin F, Yuan J. Current approaches to the diagnosis of vascular erectile dysfunction. Transl Androl Urol. 2020;9(2):709\u201321.","journal-title":"Transl Androl Urol"},{"issue":"1","key":"1247_CR20","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1111\/j.1743-6109.2012.02825.x","volume":"10","author":"SC Sikka","year":"2013","unstructured":"Sikka SC, Hellstrom WJ, Brock G, Morales AM. Standardization of vascular assessment of erectile dysfunction: standard operating procedures for duplex ultrasound. J Sex Med. 2013;10(1):120\u20139.","journal-title":"J Sex Med"},{"issue":"1","key":"1247_CR21","doi-asserted-by":"publisher","first-page":"16","DOI":"10.14366\/usg.17022","volume":"37","author":"DC Jung","year":"2018","unstructured":"Jung DC, Park SY, Lee JY. Penile Doppler ultrasonography revisited. Ultrasonography. 2018;37(1):16\u201324.","journal-title":"Ultrasonography"},{"issue":"9","key":"1247_CR22","doi-asserted-by":"publisher","first-page":"1911","DOI":"10.1111\/jsm.12958","volume":"12","author":"MJ Pagano","year":"2015","unstructured":"Pagano MJ, Stahl PJ. Variation in penile hemodynamics by anatomic location of cavernosal artery imaging in penile duplex Doppler ultrasound. J Sex Med. 2015;12(9):1911\u20139.","journal-title":"J Sex Med"},{"issue":"10","key":"1247_CR23","doi-asserted-by":"publisher","first-page":"1574","DOI":"10.1016\/j.jsxm.2019.07.010","volume":"16","author":"A Morgado","year":"2019","unstructured":"Morgado A, Diniz P, Silva CM. Is there a point to performing a penile duplex ultrasound? J Sex Med. 2019;16(10):1574\u201380.","journal-title":"J Sex Med"},{"issue":"5","key":"1247_CR24","doi-asserted-by":"publisher","first-page":"1112","DOI":"10.2214\/AJR.19.22141","volume":"214","author":"CG Varela","year":"2020","unstructured":"Varela CG, Yeguas LAM, Rodriguez IC, Vila MDD. Penile Doppler ultrasound for erectile dysfunction: technique and interpretation. AJR Am J Roentgenol. 2020;214(5):1112\u201321.","journal-title":"AJR Am J Roentgenol"},{"issue":"2","key":"1247_CR25","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1159\/000019698","volume":"34","author":"R Andresen","year":"1998","unstructured":"Andresen R, Wegner HE, Miller K, Banzer D. Imaging modalities in Peyronie\u2019s disease. An intrapersonal comparison of ultrasound sonography, X-ray in mammography technique, computerized tomography, and nuclear magnetic resonance in 20 patients. Eur Urol. 1998;34(2):128\u201334 discussion 35.","journal-title":"Eur Urol"},{"issue":"3","key":"1247_CR26","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/BF02926875","volume":"7","author":"GA Rollandi","year":"1985","unstructured":"Rollandi GA, Tentarelli T, Vespier M. Computed tomographic findings in Peyronie\u2019s disease. Urol Radiol. 1985;7(3):153\u20136.","journal-title":"Urol Radiol"},{"issue":"5","key":"1247_CR27","doi-asserted-by":"publisher","first-page":"1041","DOI":"10.1016\/j.jsxm.2020.01.023","volume":"17","author":"A McCullough","year":"2020","unstructured":"McCullough A, Trussler J, Alnammi M, Schober J, Flacke S. The use of penile computed tomography cavernosogram in the evaluation of Peyronie\u2019s disease: a pilot study. J Sex Med. 2020;17(5):1041\u20133.","journal-title":"J Sex Med"},{"issue":"3","key":"1247_CR28","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.esxm.2019.06.009","volume":"7","author":"A Ozmez","year":"2019","unstructured":"Ozmez A, Ortac M, Cevik G, Akdere H, Bakir B, Kadioglu A. The effectiveness of 3-D computed tomography in the evaluation of penile deformities in patients with Peyronie\u2019s disease: a pilot study. Sex Med. 2019;7(3):311\u20137.","journal-title":"Sex Med"},{"issue":"3","key":"1247_CR29","doi-asserted-by":"publisher","first-page":"196","DOI":"10.5152\/tud.2022.21346","volume":"48","author":"E Gundogdu","year":"2022","unstructured":"Gundogdu E, Emekli E. Calcified Peyronie\u2019s disease frequency on computed tomography. Turk J Urol. 2022;48(3):196\u2013200.","journal-title":"Turk J Urol"},{"issue":"1","key":"1247_CR30","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1067\/j.cpradiol.2018.12.004","volume":"49","author":"LH Tu","year":"2020","unstructured":"Tu LH, Spektor M, Ferrante M, Mathur M. MRI of the penis: indications, anatomy, and pathology. Curr Probl Diagn Radiol. 2020;49(1):54\u201363.","journal-title":"Curr Probl Diagn Radiol"},{"issue":"9","key":"1247_CR31","doi-asserted-by":"publisher","first-page":"2825","DOI":"10.1007\/s00261-019-02080-6","volume":"45","author":"AR Abualruz","year":"2020","unstructured":"Abualruz AR, O\u2019Malley R, Ponnatapura J, Holbert BL, Whitworth P, Tappouni R, et al. MRI of common penile pathologies and penile prostheses. Abdom Radiol (NY). 2020;45(9):2825\u201339.","journal-title":"Abdom Radiol (NY)"},{"issue":"5","key":"1247_CR32","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1038\/sj.ijir.3901020","volume":"15","author":"EW Hauck","year":"2003","unstructured":"Hauck EW, Schmelz HU, Diemer T, Hackstein N, Fenchel K, Weidner W, et al. Epithelioid sarcoma of the penis\u2013a rare differential diagnosis of Peyronie\u2019s disease. Int J Impot Res. 2003;15(5):378\u201382.","journal-title":"Int J Impot Res"},{"issue":"3","key":"1247_CR33","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1016\/S0302-2838(03)00003-4","volume":"43","author":"EW Hauck","year":"2003","unstructured":"Hauck EW, Hackstein N, Vosshenrich R, Diemer T, Schmelz HU, Bschleipfer T, et al. Diagnostic value of magnetic resonance imaging in Peyronie\u2019s disease\u2013a comparison both with palpation and ultrasound in the evaluation of plaque formation. Eur Urol. 2003;43(3):293\u20139. discussion 9-300.","journal-title":"Eur Urol"},{"issue":"6","key":"1247_CR34","doi-asserted-by":"publisher","first-page":"1261","DOI":"10.2214\/ajr.158.6.1590119","volume":"158","author":"G Helweg","year":"1992","unstructured":"Helweg G, Judmaier W, Buchberger W, Wicke K, Oberhauser H, Knapp R, et al. Peyronie\u2019s disease: MR findings in 28 patients. AJR Am J Roentgenol. 1992;158(6):1261\u20134.","journal-title":"AJR Am J Roentgenol"},{"issue":"4","key":"1247_CR35","doi-asserted-by":"publisher","first-page":"252","DOI":"10.4103\/EUS-D-21-00151","volume":"11","author":"XW Cui","year":"2022","unstructured":"Cui XW, Li KN, Yi AJ, Wang B, Wei Q, Wu GG, et al. Ultrasound elastography. Endosc Ultrasound. 2022;11(4):252\u201374.","journal-title":"Endosc Ultrasound"},{"issue":"6","key":"1247_CR36","doi-asserted-by":"publisher","first-page":"665","DOI":"10.3390\/diagnostics14060665","volume":"14","author":"G Paulis","year":"2024","unstructured":"Paulis G, De Giorgio G, Paulis A. Ultrasound elastography as a diagnostic tool for Peyronie\u2019s disease: a state-of-the-art review. Diagnostics (Basel). 2024;14(6):665.","journal-title":"Diagnostics (Basel)"},{"issue":"6","key":"1247_CR37","doi-asserted-by":"publisher","first-page":"1477","DOI":"10.1088\/0031-9155\/45\/6\/306","volume":"45","author":"LS Taylor","year":"2000","unstructured":"Taylor LS, Porter BC, Rubens DJ, Parker KJ. Three-dimensional sonoelastography: principles and practices. Phys Med Biol. 2000;45(6):1477\u201394.","journal-title":"Phys Med Biol"},{"issue":"2","key":"1247_CR38","doi-asserted-by":"publisher","first-page":"516","DOI":"10.1111\/jsm.12396","volume":"11","author":"G Richards","year":"2014","unstructured":"Richards G, Goldenberg E, Pek H, Gilbert BR. Penile sonoelastography for the localization of a non-palpable, non-sonographically visualized lesion in a patient with penile curvature from Peyronie\u2019s disease. J Sex Med. 2014;11(2):516\u201320.","journal-title":"J Sex Med"},{"issue":"3","key":"1247_CR39","doi-asserted-by":"publisher","first-page":"532","DOI":"10.2214\/AJR.10.5449","volume":"197","author":"K Arda","year":"2011","unstructured":"Arda K, Ciledag N, Aktas E, Aribas BK, Kose K. Quantitative assessment of normal soft-tissue elasticity using shear-wave ultrasound elastography. AJR Am J Roentgenol. 2011;197(3):532\u20136.","journal-title":"AJR Am J Roentgenol"},{"issue":"4","key":"1247_CR40","first-page":"269","volume":"82","author":"C Morana","year":"2010","unstructured":"Morana C, Loiero G, Sangiorgio A, Zani T, Catalano G. Elastosonography in the Peyronie\u2019s disease: our preliminary experience. Arch Ital Urol Androl. 2010;82(4):269\u201370.","journal-title":"Arch Ital Urol Androl"},{"issue":"3","key":"1247_CR41","first-page":"174","volume":"84","author":"V Riversi","year":"2012","unstructured":"Riversi V, Tallis V, Trovatelli S, Belba A, Volterrani L, Iacoponi F, et al. Realtime-elastosonography of the penis in patients with Peyronie\u2019s disease. Arch Ital Urol Androl. 2012;84(3):174\u20137.","journal-title":"Arch Ital Urol Androl"},{"issue":"11","key":"1247_CR42","first-page":"e32055","volume":"14","author":"S Dhawan","year":"2022","unstructured":"Dhawan S, Dhok A, Phatak S, Mitra K, Ansari A. Peyronie\u2019s disease presenting as curvature of the penis: a case report. Cureus. 2022;14(11):e32055.","journal-title":"Cureus"},{"issue":"4","key":"1247_CR43","doi-asserted-by":"publisher","first-page":"773","DOI":"10.1007\/s00261-018-1475-6","volume":"43","author":"A Ozturk","year":"2018","unstructured":"Ozturk A, Grajo JR, Dhyani M, Anthony BW, Samir AE. Principles of ultrasound elastography. Abdom Radiol (NY). 2018;43(4):773\u201385.","journal-title":"Abdom Radiol (NY)"},{"issue":"1","key":"1247_CR44","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1186\/s12610-022-00164-w","volume":"32","author":"F Trama","year":"2022","unstructured":"Trama F, Illiano E, Iacono F, Ruffo A, di Lauro G, Aveta A, et al. Use of penile shear wave elastosonography for the diagnosis of Peyronie\u2019s disease: a prospective case-control study. Basic Clin Androl. 2022;32(1):15.","journal-title":"Basic Clin Androl"},{"issue":"2","key":"1247_CR45","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1002\/jum.16372","volume":"43","author":"S Zhao","year":"2024","unstructured":"Zhao S, Wu X, Zhang Y, Zhang C. Role of shear wave elastography in the diagnosis of Peyronie disease. J Ultrasound Med. 2024;43(2):397\u2013403.","journal-title":"J Ultrasound Med"},{"issue":"6","key":"1247_CR46","doi-asserted-by":"publisher","first-page":"628","DOI":"10.1016\/0090-4295(83)90210-8","volume":"21","author":"A Kelami","year":"1983","unstructured":"Kelami A. Autophotography in evaluation of functional penile disorders. Urology. 1983;21(6):628\u20139.","journal-title":"Urology"},{"issue":"6","key":"1247_CR47","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1016\/j.jsxm.2016.04.062","volume":"13","author":"E Chung","year":"2016","unstructured":"Chung E, Ralph D, Kagioglu A, Garaffa G, Shamsodini A, Bivalacqua T, et al. Evidence-based management guidelines on Peyronie\u2019s Disease. J Sex Med. 2016;13(6):905\u201323.","journal-title":"J Sex Med"},{"issue":"1","key":"1247_CR48","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1016\/j.euf.2022.10.009","volume":"9","author":"M Traeger","year":"2023","unstructured":"Traeger M, Caspers CL, Chierigo F, Cakir OO, Gratzke C, Schlager D. Penile autophotography underestimates the degree of penile curvature in Peyronie\u2019s disease. Eur Urol Focus. 2023;9(1):64\u20138.","journal-title":"Eur Urol Focus"},{"issue":"4","key":"1247_CR49","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1038\/s41443-019-0150-y","volume":"32","author":"WG Brisbane","year":"2020","unstructured":"Brisbane WG, Rogers MJ, Hsi RS, Rajanahally S, Schade GR, Trew L, et al. Comparison of clinician and patient users of a mobile phone application to assess penile curvature in Peyronie\u2019s disease. Int J Impot Res. 2020;32(4):401\u20138.","journal-title":"Int J Impot Res"},{"issue":"7","key":"1247_CR50","doi-asserted-by":"publisher","first-page":"1867","DOI":"10.1111\/jsm.12136","volume":"10","author":"RS Hsi","year":"2013","unstructured":"Hsi RS, Hotaling JM, Hartzler AL, Holt SK, Walsh TJ. Validity and reliability of a smartphone application for the assessment of penile deformity in Peyronie\u2019s disease. J Sex Med. 2013;10(7):1867\u201373.","journal-title":"J Sex Med"},{"issue":"6","key":"1247_CR51","doi-asserted-by":"publisher","first-page":"829","DOI":"10.1016\/j.jsxm.2017.03.257","volume":"14","author":"EJ Margolin","year":"2017","unstructured":"Margolin EJ, Mlynarczyk CM, Mulhall JP, Stember DS, Stahl PJ. Three-dimensional photography for quantitative assessment of penile volume-loss deformities in Peyronie\u2019s disease. J Sex Med. 2017;14(6):829\u201333.","journal-title":"J Sex Med"},{"issue":"8","key":"1247_CR52","doi-asserted-by":"publisher","first-page":"786","DOI":"10.1038\/s41443-021-00486-9","volume":"34","author":"DT Walker","year":"2022","unstructured":"Walker DT, Jiang T, Santamaria A, Osadchiy V, Daniels D, Sturm RM, et al. 3D-printed phantoms to quantify accuracy and variability of goniometric and volumetric assessment of Peyronie\u2019s disease deformities. Int J Impot Res. 2022;34(8):786\u20139.","journal-title":"Int J Impot Res"},{"issue":"1","key":"1247_CR53","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1016\/j.jsxm.2020.09.008","volume":"18","author":"C Pavone","year":"2021","unstructured":"Pavone C, Abrate A, Altomare S, Vella M, Serretta V, Simonato A, et al. Is Kelami\u2019s method still useful in the smartphone era? The virtual 3-dimensional reconstruction of penile curvature in patients with Peyronie\u2019s disease: a pilot study. J Sex Med. 2021;18(1):209\u201314.","journal-title":"J Sex Med"},{"key":"1247_CR54","doi-asserted-by":"publisher","first-page":"E487","DOI":"10.1097\/JU.0000000000003270.19","volume":"209","author":"M Dai","year":"2023","unstructured":"Dai M, Patel S, Song J, Jin W, Green C, Khera M. Machine-learning based model for prediction of curvature improvement following Cch injections for Peyronie\u2019s disease. J Urol. 2023;209:E487-E.","journal-title":"J Urol"},{"key":"1247_CR55","doi-asserted-by":"publisher","first-page":"E840","DOI":"10.1097\/JU.0000000000002070.06","volume":"206","author":"L Witherspoon","year":"2021","unstructured":"Witherspoon L, Soltani R, Gleave J, Hach F, Flannigan R. Development of a machine learning algorithm for Peyronie\u2019s disease curvature assessment. J Urol. 2021;206:E840-E.","journal-title":"J Urol"},{"key":"1247_CR56","doi-asserted-by":"publisher","first-page":"954497","DOI":"10.3389\/frai.2022.954497","volume":"5","author":"TO Abbas","year":"2022","unstructured":"Abbas TO, AbdelMoniem M, Chowdhury MEH. Automated quantification of penile curvature using artificial intelligence. Front Artif Intell. 2022;5:954497.","journal-title":"Front Artif Intell"}],"container-title":["Current Urology Reports"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11934-024-01247-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11934-024-01247-z","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11934-024-01247-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T19:03:59Z","timestamp":1767985439000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11934-024-01247-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,29]]},"references-count":56,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2025,12]]}},"alternative-id":["1247"],"URL":"https:\/\/doi.org\/10.1007\/s11934-024-01247-z","relation":{},"ISSN":["1527-2737","1534-6285"],"issn-type":[{"value":"1527-2737","type":"print"},{"value":"1534-6285","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10,29]]},"assertion":[{"value":"2 October 2024","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 October 2024","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"No human or animal studies were carried out by the authors for this article.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Human and Animal Rights and Informed Consent"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing Interests"}}],"article-number":"15"}}