Infectious Disease

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

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Attention-based multi-residual network for lung segmentation in diseased lungs with custom data augmentation.

Lung disease analysis in chest X-rays (CXR) using deep learning presents significant challenges due ...

Nov 2024 39578613
Machine learning based predictive modeling and risk factors for prolonged SARS-CoV-2 shedding.

BACKGROUND: The global outbreak of the coronavirus disease 2019 (COVID-19) has been enormously damag...

(2)
Nov 2024 39578848
Machine learning-based identification of general transcriptional predictors for plant disease.

This study investigated the generalizability of Arabidopsis thaliana immune responses across diverse...

(2)
Nov 2024 39573924
Modified mutual information feature selection algorithm to predict COVID-19 using clinical data.

The COVID-19 pandemic has profoundly impacted health, emphasizing the need for timely disease detect...

Nov 2024 39568329
Advances in diagnosis and prognosis of bacteraemia, bloodstream infection, and sepsis using machine learning: A comprehensive living literature review.

BACKGROUND: Blood-related infections are a significant concern in healthcare. They can lead to serio...

(1)
Nov 2024 39705768
Learning patterns of HIV-1 resistance to broadly neutralizing antibodies with reduced subtype bias using multi-task learning.

The ability to predict HIV-1 resistance to broadly neutralizing antibodies (bnAbs) will increase bnA...

(2)
Nov 2024 39565825
Discovery of Active Ingredient of Yinchenhao Decoction Targeting TLR4 for Hepatic Inflammatory Diseases Based on Deep Learning Approach.

Yinchenhao Decoction (YCHD), a classic formula in traditional Chinese medicine, is believed to have ...

(1)
Nov 2024 39560852
Antimicrobial efficacy of an experimental UV-C robot in controlled conditions and in a real hospital scenario.

BACKGROUND: Among no-touch automated disinfection devices, ultraviolet-C (UV-C) radiation has been p...

Nov 2024 39571799
Performance of deep learning models in predicting the nugent score to diagnose bacterial vaginosis.

The Nugent score is a commonly used diagnostic tool for bacterial vaginosis. However, its accuracy d...

(1)
Nov 2024 39560430
Analysis and prediction of infectious diseases based on spatial visualization and machine learning.

Infectious diseases are a global public health problem that poses a threat to human society. Since t...

Nov 2024 39562802
Predictive risk models for COVID-19 patients using the multi-thresholding meta-algorithm.

This study aims to develop a Machine Learning model to assess the risks faced by COVID-19 patients i...

(1)
Nov 2024 39557887
Deep learning pipeline for accelerating virtual screening in drug discovery.

In the race to combat ever-evolving diseases, the drug discovery process often faces the hurdles of ...

Nov 2024 39550439
Machine-learning methodologies to predict disease progression in chronic hepatitis B in Africa.

BACKGROUND: Little is known about the determinants of disease progression among African patients wit...

(1)
Nov 2024 39774109
Machine learning-based model for predicting the occurrence and mortality of nonpulmonary sepsis-associated ARDS.

OBJECTIVE: The objective was to establish a machine learning-based model for predicting the occurren...

(1)
Nov 2024 39548234
Small Molecule Inhibitors of Topoisomerase I Identified by Machine Learning and In Vitro Assays.

Tuberculosis (TB) caused by is a leading infectious cause of death globally. The treatment of patie...

(1)
Nov 2024 39596331
Role of artificial intelligence in early diagnosis and treatment of infectious diseases.

Infectious diseases remain a global health challenge, necessitating innovative approaches for their ...

(1)
Nov 2024 39540872
Neural network-based predictions of antimicrobial resistance phenotypes in multidrug-resistant from whole genome sequencing and gene expression.

Whole genome sequencing (WGS) potentially represents a rapid approach for antimicrobial resistance g...

Nov 2024 39540735
An antimicrobial drug recommender system using MALDI-TOF MS and dual-branch neural networks.

Timely and effective use of antimicrobial drugs can improve patient outcomes, as well as help safegu...

(3)
Nov 2024 39540875
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