Efficacy and safety of ureteroscopy in children with lower pole renal stones : a machine learning predictive model from the EAU section of endourology
fURSL is safe and effective in children with LP stones, though incomplete stone clearance remains a challenge. ML models demonstrated strong predictive performance and could support preoperative risk stratification. Further external validation and prospective studies are warranted to refine predictive tools for clinical use.
Authors
- Francesco Antomarchi
- Boyke Soebhali (ORCID: https://orcid.org/0000-0002-1628-3725)
- Abhishek Singh (ORCID: https://orcid.org/0000-0003-1207-2581)
- Bhaskar Kumar Somani (ORCID: https://orcid.org/0000-0002-6248-6478)
- Vineet Gauhar (ORCID: https://orcid.org/0000-0002-3740-7141)
- Jean K. Lim (ORCID: https://orcid.org/0000-0002-4572-6417)
- Pranay Jaiswal (ORCID: https://orcid.org/0009-0000-9330-7367)
- Frédéric Panthier (ORCID: https://orcid.org/0000-0003-3055-2984)
- Steffi Kar Kei Yuen
- Carlotta Nedbal (ORCID: https://orcid.org/0000-0003-2031-347X)
- Hsiang‐Ying Lee (ORCID: https://orcid.org/0000-0003-2405-4874)
- Andrea Gregori (ORCID: https://orcid.org/0000-0001-9605-3438)
- Shilpa Gite
- Nitesh Naik
- Ratan Maurya
- K. T. Kashyap (ORCID: https://orcid.org/0000-0003-0663-2132)
- Yiloren Tanidir
- Het Sevalia
Institutions
- Marche Polytechnic University (IT)
- Centre National de la Recherche Scientifique (FR)
- Kaohsiung Medical University (TW)
- Manipal Academy of Higher Education (IN)
- Chinese University of Hong Kong (HK)
- ParisTech (FR)
- Arts et Métiers (FR)
- Singapore General Hospital (SG)
- Symbiosis International University (IN)
- Muljibhai Patel Urological Hospital (IN)
- European Association of Urology (NL)
- Ng Teng Fong General Hospital (SG)
- University Hospital Southampton NHS Foundation Trust (GB)
- Sorbonne Université (FR)
- Azienda Ospedaliera San Gerardo (IT)
- Istituti di Ricovero e Cura a Carattere Scientifico (IT)
- Hôpital Tenon (FR)
- Mulawarman University (ID)
- Marmara University (TR)
Publication Details
- Journal
- World Journal of Urology
- Published
- 2025-11-20
- DOI
- https://doi.org/10.1007/s00345-025-06095-1
- Primary Topic
- Kidney Stones and Urolithiasis Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Università Politecnica delle Marche