Evaluating the performance of an automated respiratory rate counter in detecting fast breathing pneumonia in children using a reference video expert panel

Evaluating the performance of an automated respiratory rate counter in detecting fast breathing pneumonia in children using a reference video expert panel

Abstract Background According to the World Health Organization’s Integrated Management of Childhood Illness (IMCI) guidelines, childhood pneumonia diagnosis relies on counting respiratory rate (RR). Counting RR by health workers is frequently inaccurate, leading to misdiagnosis and poor outcomes. Au...

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Main Authors: Ahad Mahmud Khan, Md Shafiqul Islam, Nabidul Haque Chowdhury, Salahuddin Ahmed, Rezwana Tabassum, Sadia Afrin, Zannatul Ferdush Amin, Kazi Sazzadul Haque, Afroza Yeasmin Rumi, Jawata Rahman, Rakib Bhuiyan, Rizouan Ur Rashid, Kamrun Nahar, Robynne Simpson, Ayaz Ahmed, Md Mozibur Rahman, Ting Shi, Abdullah H. Baqui, Steve Cunningham, Eric D. McCollum, Harry Campbell
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Digital Health
Subjects:
Pneumonia
Respiratory rate
Fast breathing
Automated counter
Video expert panel
Reference standard
Online Access:https://doi.org/10.1186/s44247-025-00175-3
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