ORIGINAL RESEARCH article

Front. Digit. Health

Sec. Health Technology Implementation

Volume 7 - 2025 | doi: 10.3389/fdgth.2025.1559203

This article is part of the Research TopicAdvances in Artificial Intelligence Transforming the Medical and Healthcare SectorsView all 12 articles

IMPACT OF THE USE OF THE ULTRA-PORTABLE DIGITAL X-RAY WITH CAD4TB FOR ACTIVE CASE FINDING FOR TUBERCULOSIS IN NIGERIA

Provisionally accepted
Abiola  AlegeAbiola Alege1Sani  UseniSani Useni2Austin  IhesieAustin Ihesie3Rupert  EneoguRupert Eneogu3Aderonke  AgbajeAderonke Agbaje4Bethrand  OdumeBethrand Odume2Debby  NongoDebby Nongo3Eze  ChukwuEze Chukwu2Chidubem  OgbudebeChidubem Ogbudebe2Omosalewa  OyelaranOmosalewa Oyelaran3Chris  AnyomiChris Anyomi5Samuel  AkingbesoteSamuel Akingbesote4Zhi  Zhen QinZhi Zhen Qin6Rachael  BarrettRachael Barrett6Obioma  Chijioke-AkaniroObioma Chijioke-Akaniro7Chukwuma  AnyaikeChukwuma Anyaike7Atana  Uket EwaAtana Uket Ewa8,9*
  • 1Society for Family Health Nigeria, Lagos, Nigeria
  • 2KNCV Nigeria, Abuja, Nigeria
  • 3United States Agency for International Development (Nigeria), Abuja, Nigeria
  • 4Institute of Human Virology, Abuja, Nigeria
  • 5Centre for Integrated Health Programs, Abuja, Nigeria
  • 6Stop TB Partnership, Geneva, Switzerland
  • 7Federal Ministry of Health, Abuja, Nigeria
  • 8University of Calabar, Calabar, Nigeria
  • 9University of Calabar Teaching Hospital, Calabar, Nigeria

The final, formatted version of the article will be published soon.

The Ultra-portable-digital-Xray (UPDX) with Computer-Aided-Detection (CAD4TB) is a new technology aimed at bringing tuberculosis (TB) screening innovations to hardto-reach communities and strengthen the active case finding (ACF) interventions for TB. As TB control measures remain critical globally and in Nigeria, the country acquired and rolled out 10 UPDX with CAD in 8 states. This study seeks to evaluate the efficiency and impact of the UPDX with CAD4TB for TB case finding in Nigeria.A retrospective cross-sectional study involving the review of records of individuals 4 years and above who had presented for TB screening during ACF activities conducted using the UPDX with CAD4TB between January 2022 and September 2022.Results: A total of 94,694 subjects 4 years and above were screened for TB with an average presumptive TB proportion of 10.84±5.42% and 10% confirmed TB (r=0.684, p=0.03 and r(df) = r 0.867, p=0.001). The Number needed to screen (NNS) to find one TB case in Northern Nigeria was 39 as against an NNS for the South of 37 (x 2 = 108, p=0.25) and correlations (r = -0.422, p=0.17 and r(df) = -0.575, p=0.05). Similarly, a comparison of the number-needed-to-test (NNT) to find one TB case in Northern and Southern Nigeria gave a North total of 4 against a South total of 5 (x 2 = 60, p=0.3), with correlations (r= -0.033, p=0.92 and r(df) = -0.212, p=0.51) respectively.Among the TB cases confirmed, 3.4 % were asymptomatic with cough and fever absent in 18.2% and 83.2% respectively. The average time-to-diagnosis (TTD) was 2.0 ± 1.04 days while the average time-to-treatment (TTT) was 4.2 ± 1.14 days, with 50.6% receiving same day diagnosis, and 34.5%, same day treatment. The cumulative risks of radiation exposure on healthcare workers using UPDX with CAD4TB and adhering to personal protective practices, were found to be low.We documented the usefulness of UPDX with CAD showing a high TB prevalence and test positivity rate, with significant burden of subclinical TB. This has highlighted the need to scale up its use for ACF for TB and select CAD thresholds for both children and adults.

Keywords: Ultra-Portable, Digital Xray, Computer-aided detection, Tuberculosis, Active case finding, Nigeria

Received: 12 Jan 2025; Accepted: 23 May 2025.

Copyright: © 2025 Alege, Useni, Ihesie, Eneogu, Agbaje, Odume, Nongo, Chukwu, Ogbudebe, Oyelaran, Anyomi, Akingbesote, Qin, Barrett, Chijioke-Akaniro, Anyaike and Ewa. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Atana Uket Ewa, University of Calabar, Calabar, Nigeria

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