AIMC Topic: Serum Albumin, Human
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Association between the (neutrophil + monocyte)/albumin ratio and all-cause mortality in sepsis patients: a retrospective cohort study and predictive model establishment according to machine learning.
BMC infectious diseases
Apr 22, 2025
INTRODUCTION: Sepsis is a life-threatening condition characterized by widespread inflammatory response syndrome in the body resulting from infection. Previous studies have demonstrated that some inflammatory factors or nutritional elements contribute...
Machine learning models including preoperative and postoperative albumin-bilirubin score: short-term outcomes among patients with hepatocellular carcinoma.
HPB : the official journal of the International Hepato Pancreato Biliary Association
Jul 25, 2024
BACKGROUND: We sought to assess the impact of various perioperative factors on the risk of severe complications and post-surgical mortality using a novel maching learning technique.
Humans
Machine Learning
Aged
Male
Middle Aged
Risk Assessment
Databases, Factual
Retrospective Studies
Female
Risk Factors
Hepatectomy
Serum Albumin, Human
Serum Albumin
Carcinoma, Hepatocellular
Postoperative Complications
Treatment Outcome
Time Factors
Predictive Value of Tests
Hospital Mortality
Bilirubin
Liver Neoplasms
A patient specific forecasting model for human albumin based on deep neural networks.
Computer methods and programs in biomedicine
Jun 6, 2020
BACKGROUND AND OBJECTIVES: Hypoalbuminemia can be life threatening among critically ill patients. In this study, we develop a patient-specific monitoring and forecasting model based on deep neural networks to predict concentrations of albumin and a s...
Albumin binding, anticancer and antibacterial properties of synthesized zero valent iron nanoparticles.
International journal of nanomedicine
Dec 28, 2018
BACKGROUND: Nanoparticles (NPs) have been emerging as potential players in modern medicine with clinical applications ranging from therapeutic purposes to antimicrobial agents. However, before applications in medical agents, some in vitro studies sho...
Assessing urinary levels of IL-18, NGAL and albumin creatinine ratio in patients with diabetic nephropathy.
Diabetes & metabolic syndrome
Nov 10, 2018
AIMS: Diabetic nephropathy (DN) is a serious microvascular complication of a longstanding hyperglycemia. This study aims to evaluate whether urinary neutrophil gelatinase-associated lipocalin (NGAL) and urinary Interleukin-18 possess a better diagnos...
Long-term clinical impact of serum albumin in coronary artery disease patients with preserved renal function.
Nutrition, metabolism, and cardiovascular diseases : NMCD
Nov 26, 2017
BACKGROUND AND AIMS: Low serum albumin level is reportedly associated with worse clinical outcomes in patients with chronic kidney disease (CKD). However, associations between decreased serum albumin level and outcomes in non-CKD patients with corona...
[Application of Ischemia Modified Albumin for Acute Ischemic Heart Disease in Forensic Science].
Fa yi xue za zhi
Oct 25, 2017
OBJECTIVES: To explore the application value and forensic significance of ischemia modified albumin （IMA） in pericardial fluid to diagnose sudden cardiac death.
An in vitro and machine learning framework for quantifying serum albumin binding of per- and polyfluoroalkyl substances.
Toxicological sciences : an official journal of the Society of Toxicology
Jan 1, 2025
Per- and polyfluoroalkyl substances (PFAS) are a diverse class of anthropogenic chemicals; many are persistent, bioaccumulative, and mobile in the environment. Worldwide, PFAS bioaccumulation causes serious adverse health impacts, yet the physiochemi...
Importance of Serum Albumin in Deep Learning-Based Prediction of Cognitive Function Data in the Aged Using a Basic Blood Test.
Advances in experimental medicine and biology
Jan 1, 2024
BACKGROUND: Recently, a method using deep learning has been developed to estimate the risk of developing dementia. This method uses general blood test data from routine health examinations that reveal lifestyle-related diseases, which can lead to vas...
Application of Supervised and Unsupervised Learning Approaches for Mapping Storage Conditions of Biopharmaceutical Product-A Case Study of Human Serum Albumin.
Journal of chromatographic science
May 30, 2023
The stability of biopharmaceutical therapeutics over the storage period/shelf life has been a challenging concern for manufacturers. A noble strategy for mapping best and suitable storage conditions for recombinant human serum albumin (rHSA) in labor...
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