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Clinical signs predictive of severe illness in young Pakistani infants.

Shahira ShahidShiyam Sunder TikmaniKanwal NayaniAyesha MunirNick BrownAnita K M ZaidiFyezah JehanMuhammad Imran Nisar
Published in: BMC research notes (2021)
From September 2003 to November 2004, 2950 infants were enrolled (age group 0-6 days = 1633, 7-27 days = 817, 28-59 days = 500). The common reason for seeking care was umbilical redness or discharge (29.2%) in the 0-6 days group. Older age groups presented with cough (16.9%) in the 7-27 age group and (26.9%) infants in the 28-59 days group. Severe infection/sepsis was the most common primary diagnoses in infants requiring hospitalization across all age groups. The algorithm performed well in every age group, with a sensitivity of 85.9% and specificity of 71.6% in the 0-6 days age group and a sensitivity of 80.5% and specificity of 80.2% in the 28-59 days group; the sensitivity was slightly lower in the 7-27 age group (72.4%) but the specificity remained high (83.1%).
Keyphrases
  • intensive care unit
  • machine learning
  • palliative care
  • mental health
  • physical activity
  • early onset
  • acute kidney injury
  • quality improvement
  • middle aged
  • deep learning
  • pain management
  • septic shock