Last reviewed · How we verify
NCT06146829
Machine Learning Models for Prediction of Acute Kidney Injury After Noncardiac Surgery
trial testing no intervention in Postoperative Acute Kidney Injury in 88,367 participants. Completed in 15 December 2023.
15 December 2023
Quick facts
| Lead sponsor | Rao Sun |
|---|---|
| Status | Completed |
| Study type | OBSERVATIONAL |
| Enrollment | 88,367 |
| Start date | 27 November 2023 |
| Primary completion | 15 December 2023 |
| Estimated completion | 15 December 2023 |
| Sites | 1 location across China |
Drugs / interventions tested
- no intervention
Conditions studied
- Postoperative Acute Kidney Injury — all drugs for Postoperative Acute Kidney Injury →
Sponsor
Rao Sun
Who can join
18 and older, any sex, with Postoperative Acute Kidney Injury. Patients with the condition only — healthy volunteers not accepted.
Sponsor's own description
Acute kidney injury (AKI) is a common surgical complication characterized by a rapid decline in renal function. Patients with AKI are at an increased risk of developing chronic kidney disease and end-stage renal disease, which has been associated with an increased risk of morbidity, mortality and financial burdens. Identifying high-risk patients for postoperative AKI early can facilitate the development of preventive and therapeutic management strategies, and prediction models can be helpful in this regard. The goal of this retrospective study is to develop prediction models for postoperative AKI in noncardiac surgery using machine learning algorithms, and to simplify the models by including only preoperative variables or only important predictors.
Publications & conference data
1 peer-reviewed publication reference this trial (live from Europe PMC):
-
Development of interpretable machine learning models for prediction of acute kidney injury after noncardiac surgery: a retrospective cohort study.
Sun R, Li S, Wei Y, Hu L, et al · · 2024 · cited 13× · PMID 38445452 · DOI 10.1097/js9.0000000000001237
Verify or expand the search:
- PubMed search for NCT06146829
- Europe PMC full search
- ASCO Meeting Library
- ESMO Meeting Library
- bioRxiv preprints
- medRxiv preprints
- Google Scholar
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Other recruiting trials for Postoperative Acute Kidney Injury
Currently open trials in the same condition.
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Other Rao Sun trials
Trials by the same sponsor.
- NCT07194096 — Stress Hyperglycemia Ratio and Postoperative Delirium · not yet recruiting
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Verify against primary sources
- ClinicalTrials.gov — authoritative US registry record
- WHO ICTRP — international registry index
- EU Clinical Trials Register
- Sponsor press releases (Google)
- Trial protocol + status: ClinicalTrials.gov NCT06146829 (US National Library of Medicine, public domain)
- Publications: Europe PMC API search by NCT ID, retrieved 10 June 2026
- Drug + disease cross-links: matched in real time against Drug Landscape's normalised drug + company + condition tables
- Sponsor: as reported to ClinicalTrials.gov by Rao Sun
- Last refreshed: 10 April 2024
Drug Landscape aggregates and links these public records for informational use only. Always verify against the primary source before clinical or regulatory decisions. Canonical URL: https://druglandscape.com/trial/NCT06146829.
Primary sources · FDA · ClinicalTrials.gov · EMA · SEC EDGAR · ChEMBL · Wikidata · full sourcing