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Article

3 Citations

1,959 Views

14 Pages

The Development and Evaluation of a Prediction Model for Kidney Transplant-Based Pneumocystis carinii Pneumonia Patients Based on Hematological Indicators

Long Zhang,
Yiting Liu,
Jilin Zou,
Tianyu Wang,
Haochong Hu,
Yujie Zhou,
Yifan Lu,
Tao Qiu,
Jiangqiao Zhou and
Xiuheng Liu

Biomedicines2024, 12(2), 366;https://doi.org/10.3390/biomedicines12020366

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4 February 2024

Background: This study aimed to develop a simple predictive model for early identification of the risk of adverse outcomes in kidney transplant-associated Pneumocystis carinii pneumonia (PCP) patients. Methods: This study encompassed 103 patients dia...

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Article

7 Citations

2,176 Views

13 Pages

Machine Learning Models for Prediction of Severe Pneumocystis carinii Pneumonia after Kidney Transplantation: A Single-Center Retrospective Study

Yiting Liu,
Tao Qiu,
Haochong Hu,
Chenyang Kong,
Yalong Zhang,
Tianyu Wang,
Jiangqiao Zhou and
Jilin Zou

Diagnostics2023, 13(17), 2735;https://doi.org/10.3390/diagnostics13172735

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23 August 2023

Background: The objective of this study was to formulate and validate a prognostic model for postoperative severe Pneumocystis carinii pneumonia (SPCP) in kidney transplant recipients utilizing machine learning algorithms, and to compare the performa...

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