Concepedia

Machine learning for dynamic and early prediction of acute kidney injury after cardiac surgery

Christopher T. Ryan, Zijian Zeng, Subhasis Chatterjee, Matthew J. Wall, Marc R. Moon, Joseph S. Coselli, Todd K. Rosengart, Meng Li, Ravi K. Ghanta

Journal of Thoracic and Cardiovascular Surgery · 2022 · 31 citations · 28 references

DOIFull text

Open access

Concepts

References

28

Validation of a combined comorbidity index

Mary E. Charlson, Ted P. Szatrowski, Janey C. Peterson et al. · Journal of Clinical Epidemiology · 1994 · 6.6K citations

, , +12

Diagnosis, evaluation, and management of acute kidney injury: a KDIGO summary (Part 1)

John A. Kellum, Norbert Lameire · Critical Care · 2013 · 2.8K citations · Full text

, , +16

Permutation importance: a corrected feature importance measure

André Altmann, Laura Toloşi, Oliver Sander et al. · Bioinformatics · 2010 · 2.7K citations · Full text

, , +14

A Clinical Score to Predict Acute Renal Failure after Cardiac Surgery

Charuhas V. Thakar, Susana Arrigain, Sarah Worley et al. · Journal of the American Society of Nephrology · 2004 · 1.1K citations · Full text

, , +15

Acute Kidney Injury Is Associated With Increased Long-Term Mortality After Cardiothoracic Surgery

Charles Hobson, Sinan Yavas, Mark S. Segal et al. · Circulation · 2009 · 1K citations

, , +13