Routine Urinary Biochemistry Does Not Accurately Predict Stone Type Nor Recurrence in Kidney Stone Formers: A Multicentre, Multimodel, Externally Validated Machine-Learning Study

Author:

Geraghty Robert M.1,Wilson Ian2,Olinger Eric3,Cook Paul4,Troup Susan5,Kennedy David5,Rogers Alistair1,Somani Bhaskar K.6ORCID,Dhayat Nasser A.7,Fuster Daniel G.78ORCID,Sayer John A.3910

Affiliation:

1. Department of Urology, Freeman Hospital, Newcastle Upon Tyne, United Kingdom.

2. Biosciences Institute, Newcastle University, International Centre for Life, Newcastle Upon Tyne, United Kingdom.

3. Translational and Clinical Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, United Kingdom.

4. Department of Biochemistry, University Hospital Southampton, Southampton, United Kingdom.

5. Department of Biochemistry, Queen Elizabeth Hospital, Gateshead, United Kingdom.

6. Department of Urology, University Hospital Southampton, Southampton, United Kingdom.

7. Department of Nephrology and Hypertension, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.

8. Department for Biomedical Research, University of Bern, Bern, Switzerland.

9. The Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, United Kingdom.

10. National Institute for Health Research Newcastle Biomedical Research Centre, Newcastle Upon Tyne, United Kingdom.

Publisher

Mary Ann Liebert Inc

Subject

Urology

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