Infectious Disease

Latest AI and machine learning research in infectious disease for healthcare professionals.

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Construction of geriatric hypoalbuminemia predicting model for hypoalbuminemia patients with and without pneumonia and explainability analysis.

BACKGROUND AND OBJECTIVES: Pneumonia portrays a critical health concern in geriatrics. Geriatric pne...

Dec 2024 39811157
Characteristics and outcomes of pulmonary barotrauma in patients with COVID-19 ARDS: A retrospective observational study.

INTRODUCTION: Pulmonary barotrauma in coronavirus disease-2019 (COVID-19) acute respiratory distress...

(3)
Dec 2024 39944210
Current trends in pharmaceutical industry: Post -CoVid-19 pandemic effects.

The pharmaceutical industry is undergoing a period of significant transformation. This is driven by ...

Dec 2024 40230918
Machine learning and clinician predictions of antibiotic resistance in Enterobacterales bloodstream infections.

BACKGROUND: Patients with Gram-negative bloodstream infections are at risk of serious adverse outcom...

Dec 2024 39742978
Deep learning enabled rapid classification of yeast species in food by imaging of yeast microcolonies.

Diverse species of yeasts are commonly associated with food and food production environments. The co...

Dec 2024 39849741
Artificial intelligence-driven rational design of ionizable lipids for mRNA delivery.

Lipid nanoparticles (LNPs) have proven effective in mRNA delivery, as evidenced by COVID-19 vaccines...

(5)
Dec 2024 39738043
Identification of sepsis-associated encephalopathy biomarkers through machine learning and bioinformatics approaches.

Sepsis-associated encephalopathy (SAE) is common in septic patients, characterized by acute and long...

(2)
Dec 2024 39738412
Using genomic data and machine learning to predict antibiotic resistance: A tutorial paper.

Antibiotic resistance is a global public health concern. Bacteria have evolved resistance to most an...

Dec 2024 39775233
Hyaluronic Acid is Associated with Severity and Prognosis in Patients with Community-Acquired Pneumonia.

PURPOSE: Hyaluronic acid (HA) is a novel inflammatory biomarker with a prognostic value for several ...

(1)
Dec 2024 39802154
ViroNia: LSTM based proteomics model for precise prediction of HCV.

Classification of viruses carries important implications in terms of understanding their evolution a...

Dec 2024 39733555
Machine learning-based prediction of non-aeration linear alkylbenzene sulfonate mineralization in an oxygenic microalgal-bacteria biofilm.

Microalgal-bacteria biofilm shows great potential in low-cost greywater treatment. Accurately predic...

(1)
Dec 2024 39736338
Modeling and analysis of dengue transmission in fuzzy-fractional framework: a hybrid residual power series approach.

The current manuscript presents a mathematical model of dengue fever transmission with an asymptomat...

Dec 2024 39730443
Fuzzy APPSS: A novel method for quantifying COVID-19 impact in India under triangular spherical fuzzy environment.

In the current scenario, decision-making models are essential for analyzing real-world problems. To ...

Dec 2024 39730608
A calibration framework toward model generalization for bacteria concentration estimation in water resource recovery facilities.

Reduced bacteria concentrations in wastewater is a key indicator of the efficacy of water resource r...

Dec 2024 39732869
Characterization and Biofilm Inhibition of Multidrug-Resistant Isolates.

Multidrug-resistant (MDR) poses a significant therapeutic challenge due to its resistance to multip...

(1)
Dec 2024 39758150
Fluorescence excitation-emission matrix spectroscopy combined with machine learning for the classification of viruses for respiratory infections.

Significant efforts were currently being made worldwide to develop a tool capable of distinguishing ...

Dec 2024 39753074
Hope for the best prepare for the worst: acute kidney disease and catastrophic comorbidities (a case report).

It is evident that Acute Kidney Injury (AKI) is an independent risk factor for both the survival of ...

(1)
Dec 2024 40190432
Comparison of population pharmacokinetic modeling and machine learning approaches for predicting voriconazole trough concentrations in critically ill patients.

BACKGROUND: Despite the widespread use of voriconazole in antifungal treatment, its high pharmacokin...

(2)
Dec 2024 39732295
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