Complete blood count as a biomarker for preeclampsia with severe features diagnosis: a machine learning approach

• मुख्य लेखकों: Daniella Castro Araújo (लेखक), Alexandre Afonso de Macedo (लेखक), Adriano Alonso Veloso (लेखक), Patricia Nessralla Alpoim (लेखक), Karina Braga Gomes (लेखक), Maria das Graças Carvalho (लेखक), Luci Maria SantAna Dusse (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: BMC, 2024-10-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Abstract Objective This study introduces the complete blood count (CBC), a standard prenatal screening test, as a biomarker for diagnosing preeclampsia with severe features (sPE), employing machine learning models. Methods We used a boosting machine learning model fed with synthetic data generated t...