Infectious Disease

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

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Showing 3214-3234 of 10,645 articles
A machine learning computational approach for the mathematical anthrax disease system in animals.

OBJECTIVES: The current research investigations present the numerical solutions of the anthrax disea...

Apr 2025 40168359
Machine learning models for pancreatic cancer diagnosis based on microbiome markers from serum extracellular vesicles.

Pancreatic cancer (PC) is a fatal disease with an extremely low 5-year survival rate, mainly because...

(2)
Mar 2025 40164714
Harness machine learning for multiple prognoses prediction in sepsis patients: evidence from the MIMIC-IV database.

BACKGROUND: Sepsis, a severe systemic response to infection, frequently results in adverse outcomes,...

Mar 2025 40165185
Machine learning algorithms applied to the diagnosis of COVID-19 based on epidemiological, clinical, and laboratory data.

OBJECTIVE: To predict COVID-19 in hospitalized patients with SARS in a city in southern Brazil by us...

Mar 2025 40172414
An ensemble approach improves the prediction of the COVID-19 pandemic in South Korea.

BACKGROUND: Modelling can contribute to disease prevention and control strategies. Accurate predicti...

(1)
Mar 2025 40146993
Colonial bacterial memetic algorithm and its application on a darts playing robot.

In this paper, we present the Colonial Bacterial Memetic Algorithm (CBMA), an advanced evolutionary ...

(1)
Mar 2025 40155672
Prediction and Prioritisation of Novel Anthelmintic Candidates from Public Databases Using Deep Learning and Available Bioactivity Data Sets.

The control of socioeconomically important parasitic roundworms (nematodes) of animals has become ch...

Mar 2025 40243899
A prediction model based on machine learning: prognosis of HBV-induced HCC male patients with smoking and drinking habits after local ablation treatment.

BACKGROUND: Liver cancer, particularly hepatocellular carcinoma (HCC), is a major health concern glo...

Mar 2025 40226611
Machine learning assisted paper-based fluorescent sensor array with metal-doped multicolor carbon quantum dots for identification and inactivation of bacteria.

Bacterial infection is a thorny threat in a variety of fields, including medicine, environment, food...

(2)
Mar 2025 40187285
Systematic review of infodemiology studies using artificial intelligence: social media posts on HIV preexposure prophylaxis.

OBJECTIVES: To explore how artificial intelligence (AI) can enhance infodemiology, which distributes...

(1)
Mar 2025 40162985
Role of eccentricity based topological descriptors to predict anti-HIV drugs attributes with supervised machine learning algorithms.

Chemical graphs are mathematical representations of molecular structures, where atoms are represente...

(1)
Mar 2025 40154201
Constructing an early warning model for elderly sepsis patients based on machine learning.

Sepsis is a serious threat to human life. Early prediction of high-risk populations for sepsis is ne...

(1)
Mar 2025 40148464
Machine learning-based risk prediction model for pertussis in children: a multicenter retrospective study.

BACKGROUND: Pertussis is a highly contagious respiratory disease. Even though vaccination has reduce...

Mar 2025 40148755
Large Language Model-Driven Knowledge Graph Construction in Sepsis Care Using Multicenter Clinical Databases: Development and Usability Study.

BACKGROUND: Sepsis is a complex, life-threatening condition characterized by significant heterogenei...

Mar 2025 40146985
Deep neural networks excel in COVID-19 disease severity prediction-a meta-regression analysis.

COVID-19 is a disease in which early prognosis of severity is critical for desired patient outcomes ...

Mar 2025 40133706
Machine learning-based prognostic model for bloodstream infections in hematological malignancies using Th1/Th2 cytokines.

OBJECTIVE: Bloodstream infection (BSI) is a significant cause of mortality in patients with hematolo...

(2)
Mar 2025 40140749
Explainable AI for Symptom-Based Detection of Monkeypox: a machine learning approach.

BACKGROUND: Monkeypox, a viral zoonotic disease, is an emerging global health concern, with rising i...

(1)
Mar 2025 40140754
Machine Learning-Guided Screening and Molecular Docking for Proposing Naturally Derived Drug Candidates Against MERS-CoV 3CL Protease.

In this study, we utilized machine learning techniques to identify potential inhibitors of the MERS-...

(1)
Mar 2025 40243651
Predicting Risk for Patent Ductus Arteriosus in the Neonate: A Machine Learning Analysis.

: Patent ductus arteriosus (PDA) is common in newborns, being associated with high morbidity and mor...

Mar 2025 40282894
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