Infectious Disease

Bacterial Infection

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

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Showing 2206-2226 of 7,705 articles
Machine Learning Model to Guide Empirical Antimicrobial Therapy in Febrile Neutropenic Patients With Hematologic Malignancies.

BACKGROUND/AIM: Optimal antimicrobial selection for patients with febrile neutropenia (FN) may diffe...

Jun 2025 40425362
Quantifying Healthcare Provider Perceptions of a Novel Deep Learning Algorithm to Predict Sepsis: Electronic Survey.

IMPORTANCE: Sepsis is a major cause of morbidity and mortality, with early intervention shown to imp...

Jun 2025 40466050
XenoBug: machine learning-based tool to predict pollutant-degrading enzymes from environmental metagenomes.

Application of machine learning-based methods to identify novel bacterial enzymes capable of degradi...

Jun 2025 40314024
Reinforcement learning using neural networks in estimating an optimal dynamic treatment regime in patients with sepsis.

OBJECTIVE: Early fluid resuscitation is crucial in the treatment of sepsis, yet the optimal dosage r...

Jun 2025 40222267
Paving the way for bacteria-based drug delivery: biohybrid microrobots emerging from microrobotics and synthetic biology.

Advances in microrobotics and synthetic biology are paving the way for innovative solutions to long-...

Jun 2025 40250568
Machine learning assisted media optimization for enhanced insulin production in Pseudomonas fluorescens cell factory and scale-up studies.

Diabetes mellitus, a chronic metabolic disorder, is characterized by high blood glucose levels. Exte...

Jun 2025 40345289
Applying machine learning with MobileNetV2 model for rapid screening of vaginal discharge samples in vaginitis diagnosis.

Vaginitis is a prevalent gynecological condition that impacts women's quality of life, with most wom...

May 2025 40450084
Disc Diffusion Reader: an AI-powered potential solution to combat antibiotic resistance in developing countries.

INTRODUCTION: Antimicrobial resistance (AMR) is a global health challenge, and antimicrobial suscept...

May 2025 40452528
Intelligent Prediction Platform for Sepsis Risk Based on Real-Time Dynamic Temporal Features: Design Study.

BACKGROUND: The development of sepsis in the intensive care unit (ICU) is rapid, the golden rescue t...

May 2025 40446292
Development and Validation of SXI++ LNM Algorithm for Sepsis Prediction

Sepsis is a life-threatening condition affecting over 48.9 million people globally and causing 11 ...

A machine learning and centrifugal microfluidics platform for bedside prediction of sepsis.

Sepsis is a life-threatening organ dysfunction due to a dysfunctional response to infection. Delays ...

May 2025 40425547
An Interpretable Representation Learning Approach for Diffusion Tensor Imaging

Diffusion Tensor Imaging (DTI) tractography offers detailed insights into the structural connectiv...

Multi-Modal Spectral Parametrization Method (MMSPM) for analyzing EEG activity with distinct scaling regimes

Aperiodic neural activity has been the subject of intense research interest lately as it could ref...

Multi-Modal Spectral Parametrization Method (MMSPM) for analyzing EEG activity with distinct scaling regimes

Aperiodic neural activity has been the subject of intense research interest lately as it could ref...

Urban Household Behavior in Indonesia: Drivers of Zero Waste Participation

The 3R-based Zero Waste approach aims to minimize household solid waste through the principles of ...

Predicting and interpreting key features of refractory Mycoplasma pneumoniae pneumonia using multiple machine learning methods.

In recent years, the incidence of refractory Mycoplasma pneumoniae pneumonia (RMPP) has significantl...

May 2025 40410245
Machine Learning the 6d Supergravity Landscape

In this paper, we apply both supervised and unsupervised machine learning algorithms to the study ...

Bio inspired feature selection and graph learning for sepsis risk stratification.

Sepsis remains a leading cause of mortality in critical care settings, necessitating timely and accu...

May 2025 40404796
Accurate prediction of virulence factors using pre-train protein language model and ensemble learning.

BACKGROUND: As bacterial pathogens develop increasing resistance to antibiotics, strategies targetin...

May 2025 40399812
GNNs and ensemble models enhance the prediction of new sRNA-mRNA interactions in unseen conditions.

Bacterial small RNAs (sRNAs) are pivotal in post-transcriptional regulation, affecting functions lik...

May 2025 40399818
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