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References from Development and validation of an interpretable machine learning model for predicting postoperative fever after flexible ureteroscopic lithotripsy: a single-center retrospective cohort study. Local targets link to admitted publications; unresolved targets remain external evidence.
The global, regional, and national burden of urolithiasis in 204 countries and territories, 2000-2021: a systematic analysis for the Global Burden of Disease Study 2021.
10.1016/j.eclinm.2024.102924 · 2024 · External reference
Guidelines on interventional treatment for urolithiasis.
10.1016/j.eururo.2015.07.041 · 2016 · External reference
Level of scientific evidence underlying recommendations arising from the American Urological Association and European Urological Association guidelines on stone disease.
10.1007/s00345-025-06000-w · 2025 · External reference
Tip bendable suction ureteral access sheath versus traditional sheath in retrograde intrarenal stone surgery: an international multicentre, randomized, parallel group, superiority study.
10.1016/j.eclinm.2024.102724 · 2024 · External reference
Application of suctioning ureteral access sheath during flexible ureteroscopy for renal stones decreases the risk of postoperative systemic inflammatory response syndrome.
10.1155/2022/9354714 · 2022 · External reference
Comparison of flexible vacuum-assisted ureteral access sheath versus conventional sheath combined with single-use flexible ureteroscope in the treatment of renal calculi.
10.1007/s00240-025-01699-z · 2025 · External reference
Comparison of retrograde flexible ureteroscopy and percutaneous nephrolithotomy in treating intermediatesize renal stones (2-3cm): a meta-analysis and systematic review.
10.1590/s1677-5538.ibju.2018.0510 · 2019 · External reference
Preoperative urine nitrite versus urine culture for predicting postoperative fever following flexible ureteroscopic lithotripsy: a propensity score matching analysis.
10.1007/s00345-020-03240-w · 2021 · External reference
Can we predict postoperative fever and urinary tract ınfection after retrograde ıntrarenal surgery? Results of a case control matching multicentric RIRSearch study group.
10.1007/s00345-024-05413-3 · 2025 · External reference
Predictive risk factors of urinary tract infection following flexible ureteroscopy despite preoperative precautions to avoid infectious complications.
10.1007/s00345-019-02891-8 · 2020 · External reference
Machine learning-based prediction of stone-free rate after retrograde intrarenal surgery for lower pole renal stones.
10.1007/s00345-025-05762-7 · 2025 · External reference
Machine learning prediction of kidney stone composition using electronic health record-derived features.
10.1089/end.2021.0211 · 2022 · External reference
Pre-operatively predicting kidney stone recurrence: integrating radiomic features and clinical variables using machine learning.
10.1186/s12880-025-02043-y · 2025 · External reference
Prediction of sepsis after endourologic kidney stone surgery: a machine learning approach.
10.1089/end.2024.0922 · 2025 · External reference
Machine learning model integrating radiomics and clinical features for predicting postoperative bleeding after percutaneous nephrolithotomy.
10.1186/s40001-025-03700-2 · 2026 · External reference
Shapley values for explaining the black box nature of machine learning model clustering.
10.1016/j.procs.2023.03.107 · 2023 · External reference
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods.
10.1136/bmj-2023-078378 · 2024 · External reference
Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence.
10.1136/bmjopen-2020-048008 · 2021 · External reference
Calibration plots for multistate risk predictions models.
10.1002/sim.10094 · 2024 · External reference
Receiver operating characteristic curve analysis in diagnostic accuracy studies: a guide to interpreting the area under the curve value.
10.4103/tjem.tjem_182_23 · 2023 · External reference
Evaluating the safety of retrograde intrarenal surgery (RIRS): intra- and early postoperative complications in patients enrolled in the global multicentre flexible ureteroscopy outcome registry (FLEXOR).
10.1590/s1677-5538.ibju.2024.0055 · 2024 · External reference
Retrograde intrarenal surgery versus miniaturized percutaneous nephrolithotomy for kidney stones >1cm: a systematic review and meta-analysis of randomized trials.
10.1016/j.euf.2021.02.008 · 2022 · External reference
Risk of sepsis in retrograde intrarenal surgery: a systematic review of the literature.
10.1016/j.euros.2022.08.008 · 2022 · External reference
Clinical outcome and prognostic factors of sepsis, septic shock and prolonged hospitalization, of patients presented with acute obstructive pyelonephritis.
10.1089/end.2019.0801 · 2020 · External reference
Prediction of infective complications after retrograde intra renal surgery using machine learning.
10.1080/13645706.2023.2186181 · 2023 · External reference
The infection post flexible UreteroreNoscopy (I-FUN) predictive model based on machine learning: a new clinical tool to assess the risk of sepsis post retrograde intrarenal surgery for kidney stone disease.
10.1007/s00345-024-05314-5 · 2024 · External reference
Constructing a machine learning model for systemic infection after kidney stone surgery based on CT values.
10.1038/s41598-025-88704-y · 2025 · External reference
Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model.
10.3389/fonc.2025.1575844 · 2025 · External reference
From explanations to feature selection: assessing SHAP values as feature selection mechanism.
10.1109/sibgrapi51738.2020.00053 · 2020 · External reference
Prospective evaluation of risk factors responsible for infection following retrograde intrarenal surgery.
10.7759/cureus.59420 · 2024 · External reference
Risk factors for postoperative fever and systemic inflammatory response syndrome after ureteroscopy for stone disease.
10.1089/end.2018.0789 · 2019 · External reference
Development of a calibrated logistic regression clinical risk score for predicting postoperative sepsis following retrograde intrarenal surgery.
10.1007/s00345-026-06393-2 · 2026 · External reference
Risk factors of infectious complications after retrograde intrarenal surgery: a retrospective clinical analysis.
10.1177/0300060520956833 · 2020 · External reference
Comparison of suctioning and traditional ureteral access sheath during flexible ureteroscopy in the treatment of renal stones.
10.1007/s00345-018-2455-8 · 2019 · External reference
