A comparative analysis of classical and machine learning methods for forecasting TB/HIV co-infection

A Abade, LF Porto, AR Scholze, D Kuntath… - Scientific Reports, 2024 - nature.com
TB/HIV coinfection poses a complex public health challenge. Accurate forecasting of future
trends is essential for efficient resource allocation and intervention strategy development …

Geographic availability of and physical accessibility to tuberculosis diagnostic tests in Ghana: a cross-sectional survey

D Kuupiel, BSN Cheabu, P Yeboah, J Duah… - BMC Health Services …, 2023 - Springer
Abstract Background In Ghana, tuberculosis (TB) case detection is low (< 34%). Existing
scientific evidence suggest access to TB diagnostic tests play an essential role in TB case …

[HTML][HTML] The in-hospital tuberculosis diagnostic cascade and early clinical outcomes among people living with HIV before and during the COVID-19 pandemic-a …

J Åhsberg, S Bjerrum, VJ Ganu, A Kwashie… - International Journal of …, 2023 - Elsevier
Objectives The COVID-19 pandemic had a disruptive impact on tuberculosis (TB) and HIV
services. We assessed the in-hospital TB diagnostic care among people with HIV (PWH) …

Immune correlates of Mycobacterium tuberculosis patients in Zambia stratified by HIV serostatus and level of immunity-a cross-sectional analytical laboratory based …

P Lungu, E Njelesani, T Sukwa, O Ngalamika… - Plos one, 2022 - journals.plos.org
Background People living with HIV (PLHIV) co-infected with tuberculosis (TB) have a distinct
clinical presentation and poorer treatment outcomes compared to HIV-seronegative TB …

Prevalence and trend of TB/HIV co-infection in Suhum municipality, Ghana

HM Salisu, IN Ojule, FO Adeniji… - PLOS Global Public …, 2022 - journals.plos.org
Tuberculosis (TB) and Human Immunodeficiency Virus (HIV) infections have been identified
to form a deadly synergy that is posing serious threats to human health and economic …

Spatio-temporal characteristics of Tuberculosis in Ghana

I Abdul-Karim, AA Emmanuel, KB Francis - F1000Research, 2024 - search.proquest.com
Background Tuberculosis (TB) remains a key contributor to global mortality; ranks second as
the most fatal infectious disease and seventh among the top ten causes of death in Ghana …

[HTML][HTML] Evaluation of treatment outcomes among adult patients diagnosed with tuberculosis in Ghana: A 10 year retrospective review

P Puplampu, I Kyeremateng, O Asafu-Adjaye, AA Asare… - IJID regions, 2024 - Elsevier
Objectives The study determined tuberculosis (TB) treatment outcomes in Southern Ghana
from 2012 to 2021. Methods A retrospective analysis of service data on TB cases was …

[HTML][HTML] Evaluación de los patrones de farmacorresistencia de mycobacterium tuberculosis en un hospital público de Lima, Perú durante 2022

JR Mosqueira, MA Paredes Moreno… - Revista de la Facultad …, 2023 - scielo.org.pe
Antecedentes: La tuberculosis es un problema de salud pública considerado la principal
causa mundial de muerte por una enfermedad infecciosa entre los adultos. El diagnóstico …

Assessment of Mycobacterium Tuberculosis drug-resistance patterns in a public hospital of Lima, Peru during 2022: Evaluación de los patrones de …

JRM Sanchez, MAP Moreno, JCL Ortiz… - Revista de la …, 2023 - revistas.urp.edu.pe
Background. Tuberculosis is a public health problem considered to be the world's leading
cause of death from an infectious disease among adults. Diagnosis is often challenging and …

Data analysis and Forecasting of Tuberculosis and HIV co-infection: Exploring models from classical statistics to machine learning

A Abade, LF Porto, AR Scholze, D Kuntath… - 2024 - researchsquare.com
Considering the complexity and severity of TB/HIV coinfection, accuracy in forecasting future
trends is crucial for the efficient allocation of public health resources and the development of …