Radiomics in the differentiation between upper tract urothelial carcinoma and renal cell carcinoma - can we overcome the performance of conventional diagnostics by machine learning?

被引:0
|
作者
Rodler, S. [1 ]
Rzany, M. [1 ]
Buchner, A. [1 ]
Stief, C. [1 ]
Fabritius, M. [2 ]
Winkelmann, M. [2 ]
Kazmierczak, P. [2 ]
Marcon, J. [1 ]
机构
[1] Univ Munich, Klinikum, Dept Urol, Munich, Germany
[2] Univ Munich, Klinikum, Dept Radiol, Munich, Germany
关键词
D O I
暂无
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
A1274
引用
收藏
页数:1
相关论文
共 50 条
  • [1] RADIOMIC ANALYSIS TO DISTINGUISH BETWEEN UPPER TRACT UROTHELIAL CARCINOMA AND RENAL CELL CARCINOMA: CAN WE IMPROVE IMAGING USING MACHINE LEARNING?
    Rodler, Severin
    Rzany, Mona
    Buchner, Alexander
    Stief, Christian
    Fabritius, Matthias
    Winkelmann, Michael
    Kazmierczak, Philipp
    Marcon, Julian
    JOURNAL OF UROLOGY, 2023, 209 : E110 - E111
  • [2] How Can We Improve Outcomes for Upper Tract Urothelial Carcinoma?
    Soloway, Mark S.
    Garcia-Roig, Michael
    Gorin, Michael A.
    Ayyathurai, Rajinikanth
    EUROPEAN UROLOGY, 2012, 61 (02) : 254 - 256
  • [3] Synchronous ipsilateral renal cell carcinoma and upper urinary tract urothelial Carcinoma
    Woon, Kaven Tan Kai
    Alagappan, Kumarappan
    Manoharan, Devindran
    BJU INTERNATIONAL, 2023, 132 (SUPP2) : 7 - 7
  • [4] CT-based radiomics signature for differentiating pyelocaliceal upper urinary tract urothelial carcinoma from infiltrative renal cell carcinoma
    Zhai, Xiaoli
    Sun, Penghui
    Yu, Xianbo
    Wang, Shuangkun
    Li, Xue
    Sun, Weiqian
    Liu, Xin
    Tian, Tian
    Zhang, Bowen
    FRONTIERS IN ONCOLOGY, 2024, 13
  • [5] Differentiating between renal medullary and clear cell renal carcinoma with a machine learning radiomics approach
    Jiwani, Rahim
    Pal, Koustav
    Paolucci, Iwan
    Odisio, Bruno
    Brock, Kristy
    Tannir, Nizar M.
    Shapiro, Daniel D.
    Msaouel, Pavlos
    Sheth, Rahul A.
    ONCOLOGIST, 2025, 30 (02):
  • [6] Recurrent papillary renal cell carcinoma with concomitant ipsilateral upper urinary tract urothelial carcinoma and metachronous urothelial carcinoma of the bladder
    Banapour, Pooya
    Asanad, Kian
    Chan, Roger
    Tran, Viet Q.
    UROLOGY CASE REPORTS, 2018, 17 : 59 - 61
  • [7] Simultaneous Urothelial Carcinoma in the Upper Urinary Tract and Contralateral Renal Cell Carcinoma: A Case Report
    Ishikawa, Keisuke
    Nagata, Masayoshi
    Tomari, Miki
    Mito, Osamu
    Hirano, Hisashi
    Shimizu, Fumitaka
    Isotani, Shuji
    Ide, Hisamitsu
    Horie, Shigeo
    CASE REPORTS IN ONCOLOGY, 2024, 17 (01): : 1316 - 1321
  • [8] A curious case: Concurrent collecting duct renal cell carcinoma and upper tract urothelial carcinoma
    Rahman, Adib
    Matheson, Daniel
    Perry-Keene, Joanna
    Desai, Devang
    UROLOGY CASE REPORTS, 2024, 54
  • [9] COMPARING CHANGES IN RENAL FUNCTION AFTER RADICAL SURGERY FOR UPPER TRACT UROTHELIAL CARCINOMA AND RENAL CELL CARCINOMA
    Singla, Nirmish
    Hutchinson, Ryan
    Haddad, Ahmed
    Sagalowsky, Arthur
    Lotan, Yair
    Margulis, Vitaly
    JOURNAL OF UROLOGY, 2016, 195 (04): : E560 - E560
  • [10] Comparing Changes in Renal Function After Radical Surgery for Upper Tract Urothelial Carcinoma and Renal Cell Carcinoma
    Singla, Nirmish
    Hutchinson, Ryan
    Menegaz, Colleen
    Haddad, Ahmed Q.
    Jiang, Lai
    Sagalowsky, Arthur I.
    Cadeddu, Jeffrey A.
    Lotan, Yair
    Margulis, Vitaly
    UROLOGY, 2016, 96 : 44 - 53