Bacterial Infection

Latest AI and machine learning research in bacterial infection for healthcare professionals.

7,716 articles

Infectious-Disease Subcategories: Bacterial Infection COVID-19 Flu & URI Fungal Infection Hepatitis HIV/AIDS Public Health STDs Vaccines

Showing 2605-2625 of 7,716 articles

Early Sepsis Prediction Using Ensemble Learning With Deep Features and Artificial Features Extracted From Clinical Electronic Health Records.

OBJECTIVES: Sepsis is caused by infection and subsequent overreaction of immune system and will seve...

Dec 2020 33044286

Early Prediction of Sepsis From Clinical Data Using Ratio and Power-Based Features.

OBJECTIVES: Early prediction of sepsis is of utmost importance to provide optimal care at an early s...

Dec 2020 33048903

The Development and Validation of a Machine Learning Model to Predict Bacteremia and Fungemia in Hospitalized Patients Using Electronic Health Record Data.

OBJECTIVES: Bacteremia and fungemia can cause life-threatening illness with high mortality rates, wh...

Nov 2020 32796184

An Explainable Artificial Intelligence Predictor for Early Detection of Sepsis.

OBJECTIVES: Early detection of sepsis is critical in clinical practice since each hour of delayed tr...

Nov 2020 32885937

A Time-Phased Machine Learning Model for Real-Time Prediction of Sepsis in Critical Care.

OBJECTIVES: As a life-threatening condition, sepsis is one of the major public health issues worldwi...

Oct 2020 32931194

Convolutional neural network-based annotation of bacterial type IV secretion system effectors with enhanced accuracy and reduced false discovery.

The type IV bacterial secretion system (SS) is reported to be one of the most ubiquitous SSs in natu...

Sep 2020 31860715

Machine Learning To Predict Serious Bacterial Infections in Young Febrile Infants.

BACKGROUND: Recent decision rules for the management of febrile infants support the identification o...

Sep 2020 32855349

Comparative study of antibacterial activity between Schiff base nicotinic hydrazide derivative and its silver architected nanoparticles with atomic force microscopic study of bacterial cell wall.

The threat of multi-drug resistant bacterial pathogens evokes researchers to synthesized safe and ef...

Sep 2020 33824105

Antimicrobial and synergistic activity of thiazoline derivatives in combination with conventional antibiotics against multidrug resistant Staphylococcus aureus isolated from abscess drainage samples.

Emergence and spread of multidrug resistant (MDR) Staphylococcus aureus strains is becoming major ch...

Sep 2020 33832908

Network-principled deep generative models for designing drug combinations as graph sets.

MOTIVATION: Combination therapy has shown to improve therapeutic efficacy while reducing side effect...

Jul 2020 32657357

A novel approach for remote detection of bacteria using simple charge-coupled device cameras and telescope.

We have designed, constructed, and utilized a charge-coupled device system, integrated with a small ...

Jul 2020 32752878

Multi-View Ensemble Convolutional Neural Network to Improve Classification of Pneumonia in Low Contrast Chest X-Ray Images.

Pneumonia is one of the leading causes of childhood mortality worldwide. Chest x-ray (CXR) can aid t...

Jul 2020 33018211

Practical Machine Learning-Based Sepsis Prediction.

Sepsis is a life-threatening clinical syndrome and one of the most expensive conditions treated in h...

Jul 2020 33019106

Using Machine Learning Algorithms to Predict Antimicrobial Resistance and Assist Empirical Treatment.

Multi-drug-resistant (MDR) infections and their devastating consequences constitute a global problem...

Jun 2020 32604604

Enzyme-powered Janus platelet cell robots for active and targeted drug delivery.

Transforming natural cells into functional biocompatible robots capable of active movement is expect...

Jun 2020 33022613

Learning transferable deep convolutional neural networks for the classification of bacterial virulence factors.

MOTIVATION: Identification of virulence factors (VFs) is critical to the elucidation of bacterial pa...

Jun 2020 32251507

Machine learning predicts new anti-CRISPR proteins.

The increasing use of CRISPR-Cas9 in medicine, agriculture, and synthetic biology has accelerated th...

May 2020 32286628

On classifying sepsis heterogeneity in the ICU: insight using machine learning.

OBJECTIVES: Current machine learning models aiming to predict sepsis from electronic health records ...

Mar 2020 31951005

A Deep Learning Approach to Antibiotic Discovery.

Due to the rapid emergence of antibiotic-resistant bacteria, there is a growing need to discover new...

Feb 2020 32084340

Hybrid Design of Isonicotinic Acid Hydrazide Derivatives: Machine Learning Studies, Synthesis and Biological Evaluation of their Antituberculosis Activity.

BACKGROUND: Tuberculosis (TB) is an infection disease caused by Mycobacterium tuberculosis (Mtb) bac...

Jan 2020 30973110

The Genome3D Consortium for Structural Annotations of Selected Model Organisms.

Genome3D consortium is a collaborative project involving protein structure prediction and annotation...

Jan 2020 32621218

Infectious Disease