Bioinformatics analysis and experimental validation of potential ...
5 天之前 · Additionally, the role of specific miRNAs in the pathogenesis of CKD has also been demonstrated, such as miR-34a promotes RF in CKD mice and EMT in human renal tubular …
线粒体自噬受损导致肾功能损伤的分子机制 - 知乎
研究显示，肾纤维化（Renal Fibrosis，RF）是各种慢性肾病（Chronic Kidney Diseases，CKD）至终末期肾病的共同病理过程（Jha et al., 2013）。 其特征是炎症细胞浸 …
Machine learning for classifying chronic kidney disease and …
2025年2月5日 · In this study, we focus on CKD classification and creatinine prediction using three sets of features: at-home, monitoring, and laboratory. We employ artificial neural networks …
Chronic kidney disease prediction based on machine learning …
In a nutshell, the previous studies were conducted based on kNN, RF, NB, GB, SVM, and ANN algorithms to predict the CKD based on the CKD dataset that is publicly available. We found …
Cellular senescence of renal tubular epithelial cells in renal fibrosis
2023年2月28日 · Renal fibrosis (RF) is the common pathological manifestation of virtually all chronic kidney diseases (CKD) and one of the major causes of end-stage renal disease …
Renal fibrosis: research progress on mechanisms and therapeutic …
RF is a dynamic process that occurs when practically all CKD progresses to ESRD, and it involves almost all renal intrinsic cells. Numerous studies have revealed that the development …
Noninvasive diagnosis of interstitial fibrosis in chronic kidney ...
Adult patients are diagnosed with CKD when their glomerular filtration rate (GFR) stands at less than 60 mL/min/1.73 m 2 for three months or longer, or, alternatively, evidence of renal …
Native T1 mapping-based radiomics diagnosis of kidney function …
2024年8月16日 · We constructed four different radiomics models based on native T 1 mapping images to assess KF and RF in patients with CKD, including the persistence (KF 1 vs. KF 2 …
Long Non-coding RNA: An Emerging Contributor and Potential
2021年7月27日 · Renal fibrosis (RF) is a pathological process that culminates in terminal renal failure in chronic kidney disease (CKD). Fibrosis contributes to progressive and irreversible …
第二军医大学：随机森林算法评估慢性肾脏病相关危险因素的观察 …
2024年6月4日 · 本研究旨在探讨随机森林（rf）算法在评估ckd相关风险因素方面的优势。 研究对象为2015年1月1日至2020年12月22日期间在上海静安区接受筛查的40,686名具有完整筛查记 …