Leveraging an Explainable Machine Learning Model for Early Identification of Acute Kidney Injury: A Retrospective Study [0.03%]
一种可解释的机器学习模型在急性肾损伤早期识别中的应用研究：回顾性研究
Lipika Bhat,Deepansh Pandey,Krishiv Bhatia et al.
Lipika Bhat et al.
Background: Delayed identification of acute kidney injury (AKI) limits timely intervention, as diagnosis often depends on serum creatinine elevation after renal damage has occurred. This study aims to develop a machine le...
Rapid Diagnosis of Intrahepatic Cholestasis of Pregnancy (ICP): Validation of an Automated Enzymatic Total Bile Acid Assay and Assessment of Ursodeoxycholic Acid Impact on Bile Acid Profiles in an ICP Cohort [0.03%]
妊娠期肝内胆汁淤积症（ICP）的快速诊断：全自动酶法总胆汁酸测定的验证及UDCA对ICP队列胆汁酸谱系影响的评估
Jillian Kodger,Haleh Nadim,Ibrahim Choucair et al.
Jillian Kodger et al.
Background: Intrahepatic cholestasis of pregnancy (ICP) requires timely diagnosis to guide management, including initiation of ursodeoxycholic acid (UDCA) and delivery planning. LC-MS/MS provides fractionated bile acid pr...
Syphilis Serology and Antiphospholipid Antibodies: Bidirectional Reactivity Testing across Clinical and Control Samples [0.03%]
梅毒血清学与抗磷脂抗体：临床样本和对照样本的双向反应检测
Xiaomin Shi,Fengtian Feng,Kaisong Hu et al.
Xiaomin Shi et al.
Background: Antiphospholipid antibodies (aPLs) may arise during infection, including syphilis, creating diagnostic overlap with antiphospholipid syndrome (APS). Research evaluating bidirectional interactions between moder...
Henning Nilius,Petra Strajhar,Fammi Parokkaran et al.
Henning Nilius et al.
Unclear Bicarbonate Results in a Multiple Myeloma Patient with Hyperproteinemia [0.03%]
高蛋白血症的多发性骨髓瘤患者的碳酸氢盐检测结果不清
Saman Hosseini,William F O&#x;Connor,Sheng Feng et al.
Saman Hosseini et al.
Current State and Needs of Clinical Laboratories in Selected Countries in Africa [0.03%]
撒哈拉以南非洲国家的临床实验室现状及需求调查
Merih Tesfazghi,Anne E Tebo,Roa Harb et al.
Merih Tesfazghi et al.
The Africa Working Group, under the auspices of the Global Laboratory Quality Initiative of the Association for Diagnostics & Laboratory Medicine (ADLM), conducted several educational workshops in Africa to promote laboratory quality in the...
A Dynamic, Continuous Model for Age-Specific Anemia Classification in Children and Non-Pregnant Women [0.03%]
儿童和非孕妇动态连续年龄特异性贫血分类模型
Charles P Wakim,Carla A El-Mallah,James P Wirth et al.
Charles P Wakim et al.
Background: Fixed hemoglobin cutoffs are commonly used to define anemia, yet hemoglobin concentration varies physiologically with age. Rigid thresholds may therefore misclassify individuals, particularly in early childhoo...
A Large-Scale Study Identifies a TgAb Interference Threshold for Thyroglobulin Immunoassays Using Segmented Regression and Bootstrap Validation [0.03%]
基于分段回归和自助法验证的Tg抗体干扰阈值的研究
Qianhui Liu,Lan You,Heye Lv et al.
Qianhui Liu et al.
Background: Thyroglobulin (Tg) measurement is key for differentiated thyroid cancer (DTC) follow-up, but anti-Tg antibodies (TgAbs) can interfere with Tg immunoassays and bias Tg interpretation. Current TgAb cutoffs are h...