Synapse
⌘+K
Synapse
PulseExploreClubsResearchersJournals
Instagram
HomeClubsExplore
April 15, 2026Open Access

Role of Artificial Intelligence in Enhancing the Efficiency of Transfusions in Neonatal and Pediatric Patients

View Full Paper
Ask AI
Bookmark
Share

Authors

SASatyam AroraSDSeema DuaInstitute for Transfusion MedicineAPAnupa PokhrelInstitute of Child Health

Discussion

Loading...

Member takes

Implication

Research demonstrates AI improves transfusion outcomes in neonates and pediatrics, indicating better healthcare practices.

Key Points

  • The aim is to explore how artificial intelligence can enhance transfusion practices for neonates and pediatrics.
  • Analyzed trends in hemoglobin levels, oxygen requirements, and vital signs using AI models.
  • Implemented random forest models and deep neural networks to predict transfusion needs.
  • Developed clinical decision support systems to optimize transfusion thresholds for specific populations.
  • Random forest models achieved an accuracy of 0.87 in predicting neonatal transfusion outcomes.
  • AI-generated transfusion thresholds improved adherence to evidence-based guidelines.
  • Predictive models potentially reduced unnecessary transfusions in critically ill children.

Cite This Study

Arora et al. (2026) studied this question.

synapsesocial.com/papers/69df2c88e4eeef8a2a6b1b6dhttps://doi.org/10.5005/jphs-11065-0005
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Ethical dilemmas in the use of artificial intelligence in transfusion medicine2026 · 3 citations
  2. 2Development and validation of a novel risk classification tool for predicting long length of stay in NICU blood transfusion infants2024 · 2 citations
  3. 3Transfusion Reactions in Paediatric Patients; Hemovigilance Data from a Tertiary Hospital2025 · 4 citations
  4. 4Effect of autologous umbilical cord blood transfusion in the development of retinopathy of prematurity: randomized clinical trial – study protocol2023 · 12 citations
  5. 5Ethical and Practical Considerations of Artificial Intelligence in Pediatric Medicine: A Systematic Review2025 · 13 citations