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Full-Text Articles in Medicine and Health Sciences
Can Machine Learning Methods Be Used For Identification Of At-Risk Neonates In Low-Resource Settings? A Prospective Cohort Study, Babar S. Hasan, Zahra Hoodbhoy, Amna Khan, Mariana Nogueira, Bart Bijnens, Devyani Chowdhury
Can Machine Learning Methods Be Used For Identification Of At-Risk Neonates In Low-Resource Settings? A Prospective Cohort Study, Babar S. Hasan, Zahra Hoodbhoy, Amna Khan, Mariana Nogueira, Bart Bijnens, Devyani Chowdhury
Department of Paediatrics and Child Health
Introduction: Timely identification of at-risk neonates (ARNs) in the community is essential to reduce mortality in low-resource settings. Tools such as American Academy of Pediatrics pulse oximetry (POx) and WHO Young Infants Clinical Signs (WHOS) have high specificity but low sensitivity to identify ARNs. Our aim was assessing the value of POx and WHOS independently, in combination and with machine learning (ML) from clinical features, to detect ARNs in a low/middle-income country.
Methods: This prospective cohort study was conducted in a periurban community in Pakistan. Eligible live births were screened using WHOS and POx along with clinical information regarding pregnancy …
Effect Of Bovine Lactoferrin On Seroconversion Following Polio Vaccine Administration In Children: Protocol For A Double-Blinded Randomised Controlled Trial, Atif Habib, Sidrah Nausheen, Shanila Nooruddin, Tooba Javed, Tariq Samejo, Amjad Hussain, Suneeta Namdave, Sehrish Amirali, Muhammad Umer, Lumaan Sheikh
Effect Of Bovine Lactoferrin On Seroconversion Following Polio Vaccine Administration In Children: Protocol For A Double-Blinded Randomised Controlled Trial, Atif Habib, Sidrah Nausheen, Shanila Nooruddin, Tooba Javed, Tariq Samejo, Amjad Hussain, Suneeta Namdave, Sehrish Amirali, Muhammad Umer, Lumaan Sheikh
Department of Paediatrics and Child Health
Introduction: The oral polio vaccine (OPV) has substantial results in eliminating wild poliovirus and the vaccine of choice in polio eradication. However, the mucosal immunity induced by the OPV is still uncertain. Literature has shown that bovine lactoferrin (BLF) is a safe and useful protein found in cow's milk with extraordinary antimicrobial, antiviral, antiinflammatory and immune-modulatory functions that help children's gut to fight against micro-organisms like poliovirus. However, limited data exist regarding the effect of BLF on polio vaccine immune response. The primary objective is to evaluate the effect of BLF in enhancing mucosal and humoral immunity in children following …
Cost-Effectiveness Analysis Of Implementing An Integrated Neonatal Care Kit To Reduce Neonatal Infection In Rural Pakistan, Fiona Muttalib, Karen Chung, Lisa Grace Pell, Shabina Ariff, Sajid Soofi, Shaun K. Morris, Beate Sander
Cost-Effectiveness Analysis Of Implementing An Integrated Neonatal Care Kit To Reduce Neonatal Infection In Rural Pakistan, Fiona Muttalib, Karen Chung, Lisa Grace Pell, Shabina Ariff, Sajid Soofi, Shaun K. Morris, Beate Sander
Department of Paediatrics and Child Health
Objective:
To evaluate the cost-effectiveness of distribution of the integrated neonatal care kit (iNCK) by community health workers from the healthcare payer perspective in Rahimyar Khan, Pakistan.
Setting:
Rahimyar Khan, Pakistan.
Participants:
N/A.
Intervention:
Cost-utility analysis using a Markov model based on cluster randomised controlled trial (cRCT: NCT02130856) data and a literature review. We compared distribution of the iNCK to pregnant mothers to local standard of care and followed infants over a lifetime horizon.
Primary and secondary outcome measures:
The primary outcome was incremental net monetary benefit (INMB, at a cost-effectiveness threshold of US$15.50), discounted at 3%. Secondary outcomes …