Infectious Disease

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

10,640 articles
Stay Ahead - Weekly Infectious Disease research updates
Subscribe
Browse Categories
Showing 1177-1197 of 10,640 articles
TriNet-MoE: One New Neural Network Framework Based on Mixture of Experts for CXR-Based COVID-19 Detection.

As a low-dose portable imaging technology, chest X-ray (CXR) is widely used for the screening of lun...

Jun 2026 42277544
Development and external validation of an interpretable machine learning model for early prediction of stroke-associated pneumonia: a multicenter study.

OBJECTIVE: To develop and externally validate an interpretable machine learning model for predicting...

Jun 2026 42320081
Prevention is all you need: generative artificial intelligence for infection prevention and healthcare epidemiology.

PURPOSE OF REVIEW: Generative artificial intelligence, particularly large language models, has emerg...

(1)
Jun 2026 42296434
Explainable deep learning techniques for microscopic fungi classification using a learnable threshold-based ReLULeaky activation function and transfer learning.

Fungal infections are an increasing risk to human health. They can pose a threat to life and cause a...

(1)
Jun 2026 42518512
Gut fungal signatures in colorectal cancer and their potential for supporting diagnosis: a multi-cohort metagenomic analysis.

BACKGROUND: Colorectal cancer (CRC) is influenced by host factors and environmental exposures that s...

(2)
Jun 2026 42271362
Targeting emerging respiratory pathogens with Clamp Peptides: broad-spectrum inhibition of viral entry in 3D human lung models.

Rapid urbanization, migration and climate change are accelerating the appearance and diversification...

(1)
Jun 2026 42272104
Use of SNOMED CT, 2020-2025: literature review.

OBJECTIVE: To examine the evolving role and application of SNOMED CT (SCT) during 2020-2025, a perio...

Jun 2026 42275568
Machine learning-based prediction of early invasive mechanical ventilation in ICU patients with pneumonia: Development and external validation.

BACKGROUND: Pneumonia is a common critical illness in the intensive care unit (ICU), and a subset of...

Jun 2026 42275910
Pre-implementation safety evaluation of an AI decision-support system for surgical antimicrobial prophylaxis.

BACKGROUND: Large language models (LLMs) show potential to support antimicrobial prescribing but req...

(4)
Jun 2026 42268651
Classification of bacterial images obtained optically using some pre-trained models.

Rapid and accurate detection of water-borne bacteria is critical for safeguarding public health and ...

Jun 2026 42269939
Association between the PaO2/FiO2-to-PaCO2 ratio and mortality in patients with sepsis: a retrospective study with dual-cohort validation.

BACKGROUND: Sepsis patients face a high mortality risk. Available prognostic biomarkers have certain...

Jun 2026 42270049
Benchmarking deep learning architectures for MALDI-TOF mass spectrometry in infectious disease diagnostics and vector-borne disease surveillance.

Emerging global health threats, from antimicrobial resistance to vector-borne diseases, require scal...

(3)
Jun 2026 42271140
Geospatial variation and machine learning approaches to predict open defecation practice in Zambia.

BACKGROUND: Open defecation is the disposal of human feces in fields, bushes, forests, open waterway...

(3)
Jun 2026 42268871
Machine learning in applied microbiology, from data quality to model validation and implementation.

Machine learning (ML) is now widely applied in microbiology, but its reliability varies markedly acr...

Jun 2026 42275736
Nanostructured interfaces integrated with unsupervised intelligence to mitigate global polycrisis complexities.

Nanostructured sensors are increasingly deployed to mitigate the complexities of the global polycris...

Jun 2026 42296628
Explainable artificial intelligence to assess hospital financial performance during the COVID-19 pandemic through operating margin metric.

PURPOSE: This study addresses critical gaps in understanding hospital financial resilience during th...

(2)
Jun 2026 41077673
An antibiotic chatbot: Evaluation of a retrieval-augmented generation approach for providing guideline-based antimicrobial advice.

BACKGROUND: Large language models (LLMs) have potential to provide clinical infection advice, but va...

(2)
Jun 2026 42263419
Artificial intelligence in pediatric intensive care units: current applications in sepsis management.

BACKGROUND: Early detection of sepsis in pediatric intensive care units (PICUs) is critical, but cha...

Jun 2026 42265523
Wave-aware mortality prediction in COVID-19: a multi-stage feature selection and explainable machine-learning framework.

BACKGROUND: Mortality among hospitalized COVID-19 patients changed markedly across successive epidem...

(2)
Jun 2026 42265656
Browse Categories