Search Results for: Machine Learning

November 7, 2025

Development of a machine learning model for early pulmonary tuberculosis diagnosis using blood test biomarkers.

Publication date: Nov 05, 2025 Open Access PDF Concepts Keywords Biomarkers Clinical decision support Blood Machine learning Early Risk prediction Pulmonary Tuberculosis diagnosis Tuberculosis Semantics Type Source Name disease MESH ... Read more

November 6, 2025

Machine learning augmented diagnostic testing to identify sources of variability in test performance.

Tuberculosis Literature

Publication date: Nov 04, 2025 Diagnostic tests that can detect pre-clinical or sub-clinical infection, are one of the most powerful tools in our armoury of weapons to control infectious diseases. ... Read more

November 5, 2025

A predictive model for evaluating the risk of latent tuberculosis relapse via machine learning.

Tuberculosis Literature

Publication date: Nov 03, 2025 Reactivation of latent tuberculosis infection (LTBI) is a major obstacle to tuberculosis eradication. Predicting LTBI relapse is crucial for effective disease management but remains underexplored. ... Read more

November 2, 2025

Machine learning identifies environmental drivers of pulmonary tuberculosis in Xinjiang a typical arid region of China.

Tuberculosis Literature

Publication date: Oct 30, 2025 Open Access PDF Concepts Keywords China Air pollution Drivers Arid region Environmental Environmental exposure Learning Explainable machine learning Tuberculosis Tuberculosis Semantics Type Source Name disease ... Read more

October 19, 2025

Rapid discrimination of Mycobacterium tuberculosis and non-tuberculous mycobacteria disease via interpretive machine learning analysis of routine laboratory tests.

Tuberculosis Literature

Publication date: Oct 17, 2025 Rapid discrimination of infections caused by Mycobacterium tuberculosis (MTB) and non-tuberculous mycobacteria (NTM) is crucial in clinical settings. Despite overlapping clinical and radiological features, the ... Read more

October 18, 2025

Machine learning identifies MiRNA biomarkers and immune mechanisms in active tuberculosis.

Tuberculosis Literature

Publication date: Oct 16, 2025 Tuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), remains a major global public health threat. The rising prevalence of HIV/TB co-infection and multidrug-resistant tuberculosis (MDR-TB) has ... Read more

October 9, 2025

Discovering Biomarkers for Asymptomatic Tuberculosis via Olink Proteomics and Machine Learning.

Tuberculosis Literature

Publication date: Oct 07, 2025 The diagnosis of asymptomatic tuberculosis (TB) remains challenging due to an early disease stage. This study aimed to identify and validate plasma biomarkers for asymptomatic ... Read more

October 3, 2025

Machine Learning Algorithms for Adverse Drug Reactions Prediction and Identifying Its Determinants Among HIV Patients on Antiretroviral Therapy in the University of Gondar Comprehensive and Specialized Hospital, in Amhara Region, Ethiopia.

Tuberculosis Literature

Publication date: Oct 01, 2025 Harmful and unexpected reactions to drugs given at standard dosages using the appropriate administration technique for the goals of therapy, diagnosis, or prevention are known ... Read more

October 2, 2025

Evaluating socioeconomic influences on Nipah virus vaccination decisions in Bangladesh through machine learning.

Nipah Virus Literature

Publication date: Sep 29, 2025 Nipah virus (NiV) is emerging as a noteworthy public health threat in Bangladesh, with propagation transpiring across accidental person-to-person contact and proximity with contaminated food ... Read more

September 30, 2025September 30, 2025

Uncovering Key Characteristics of Antibacterial Peptides through Machine Learning.

Tuberculosis Literature

Publication date: Sep 28, 2025 Antimicrobial peptides (AMPs) have emerged as promising alternatives to traditional antibiotics in addressing the growing threat of multi-drug-resistant (MDR) bacteria-a crisis that could lead to ... Read more