Comment on the article: "Prediction of the development of acute kidney injury following cardiac surgery by machine learning"

Affiliations

¹ Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China.
² Department of Biostatistics, School of Public Health, Nanjing Medical University, No. 101 Longmian avenue, Nanjing, 211166, China.
³ Department of Clinical Pharmacy, Jinshan Hospital Affiliated To Fudan University, No. 1508 Longhang Road, Shanghai, 201508, China. gutongtong456@163.com.

Comment

Hang Zhang et al. Crit Care. 2021.

. 2021 Oct 26;25(1):374.

doi: 10.1186/s13054-021-03798-w.

¹ Department of Thoracic and Cardiovascular Surgery, Nanjing First Hospital, Nanjing Medical University, No. 68 Changle Road, Nanjing, 210006, China.
² Department of Biostatistics, School of Public Health, Nanjing Medical University, No. 101 Longmian avenue, Nanjing, 211166, China.
³ Department of Clinical Pharmacy, Jinshan Hospital Affiliated To Fudan University, No. 1508 Longhang Road, Shanghai, 201508, China. gutongtong456@163.com.

No abstract available

Conflict of interest statement

The authors declare that they have no competing interests.

Prediction of the development of acute kidney injury following cardiac surgery by machine learning.
Tseng PY, Chen YT, Wang CH, Chiu KM, Peng YS, Hsu SP, Chen KL, Yang CY, Lee OK. Tseng PY, et al. Crit Care. 2020 Jul 31;24(1):478. doi: 10.1186/s13054-020-03179-9. Crit Care. 2020. PMID: 32736589 Free PMC article.

1. Tseng PY, Chen YT, Wang CH, Chiu KM, Peng YS, Hsu SP, Chen KL, Yang CY, Lee OK. Prediction of the development of acute kidney injury following cardiac surgery by machine learning. Crit Care. 2020;24(1):478. doi: 10.1186/s13054-020-03179-9. - DOI - PMC - PubMed
1. Lannemyr L, Bragadottir G, Krumbholz V, Redfors B, Sellgren J, Ricksten SE. Effects of cardiopulmonary bypass on renal perfusion, filtration, and oxygenation in patients undergoing cardiac surgery. Anesthesiology. 2017;126(2):205–213. doi: 10.1097/ALN.0000000000001461. - DOI - PubMed
1. Mongero L, Stammers A, Tesdahl E, Stasko A, Weinstein S. The effect of ultrafiltration on end-cardiopulmonary bypass hematocrit during cardiac surgery. Perfusion. 2018;33(5):367–374. doi: 10.1177/0267659117747046. - DOI - PubMed
1. Moore E, Tobin A, Reid D, Santamaria J, Paul E, Bellomo R. The impact of fluid balance on the detection, classification and outcome of acute kidney injury after cardiac surgery. J Cardiothorac Vasc Anesth. 2015;29(5):1229–1235. doi: 10.1053/j.jvca.2015.02.004. - DOI - PubMed
1. Liu X. Classification accuracy and cut point selection. Stat Med. 2012;31(23):2676–2686. doi: 10.1002/sim.4509. - DOI - PubMed