Research map: Development and internal validation of an interpretable machine learning model using first-24-h postpartum nursing variables to predict delayed lactogenesis II after cesarean delivery

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  1. Decision Curve Analysis: A Novel Method for Evaluating Prediction Models · Andrew Julian Vickers · 2006 · 6232 citations · Cited by this paper
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  11. Timing of Stage II Lactogenesis Is Predicted by Antenatal Metabolic Health in a Cohort of Primiparas · Laurie Ann Nommsen‐Rivers · 2011 · 102 citations · Cited by this paper
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  15. Incidence and factors influencing delayed onset of lactation: a systematic review and meta-analysis · Yijuan Peng · 2024 · 38 citations · Cited by this paper
  16. Breastfeeding difficulties in the first 6 weeks postpartum among mothers with chronic conditions: a latent class analysis · Natalie V. Scime · 2023 · 31 citations · Cited by this paper
  17. Interventions for promoting and optimizing breastfeeding practices: An overview of systematic review · Mahalaqua Nazli Khatib · 2023 · 30 citations · Cited by this paper
  18. Factors Influencing Delayed Onset of Lactogenesis: A Scoping Review · Sen Li · 2024 · 28 citations · Cited by this paper
  19. Prevalence and risk factors of delayed onset lactogenesis II in China: a systematic review and meta-analysis · Yiqun Miao · 2023 · 26 citations · Cited by this paper
  20. New horizons in prediction modelling using machine learning in older people’s healthcare research · Daniel R. Stahl · 2024 · 26 citations · Cited by this paper
  21. Association of duration of skin-to-skin contact after cesarean delivery in China: a superiority, multicentric randomized controlled trial · Xiaosong Zhang · 2023 · 23 citations · Cited by this paper
  22. Breastfeeding: Benefits to Infant and Mother · Robert D. Roghair · 2024 · 23 citations · Cited by this paper
  23. XGBoost-SHAP-based interpretable diagnostic framework for knee osteoarthritis: a population-based retrospective cohort study · Zijuan Fan · 2024 · 22 citations · Cited by this paper
  24. Helping first-time mothers establish and maintain breastfeeding: Access to someone who can provide breastfeeding advice is an important factor · Brittany A. Massare · 2023 · 17 citations · Cited by this paper
  25. Is Maternal Body Weight or Composition Associated with Onset of Lactogenesis II, Human Milk Production, or Infant Consumption of Mother’s Own Milk? A Systematic Review and Meta-Analysis · Amanda V Montana · 2024 · 8 citations · Cited by this paper
  26. Does caesarean section have an impact on exclusive breastfeeding? Evidence from four Southeast Asian countries · Kyaw Lwin Show · 2024 · 8 citations · Cited by this paper
  27. Etiology of Delayed Lactogenesis in Obesity · Gema Gomez‐Casado · 2025 · 8 citations · Cited by this paper
  28. Why We All Need to Work Together to Prioritize Breastfeeding · Amakobe Sande · 2025 · 6 citations · Cited by this paper
  29. Defining Low Milk Supply: A Data-Driven Diagnostic Framework and Risk Factor Analysis for Breastfeeding Women · Xuehua Jin · 2025 · 6 citations · Cited by this paper
  30. XGBoost based machine learning prediction model for major adverse cardiovascular events after PCI in STEMI patients · Ning Zhang · 2026 · 6 citations · Cited by this paper
  31. Delayed Lactogenesis II in High-Risk Pregnancies: What Should We Care · Qianqian Liu · 2024 · 5 citations · Cited by this paper
  32. The effect of early skin-to-skin contact after cesarean section on breastfeeding duration and development of atopic-allergic diseases · Yvonne Stephan · 2024 · 4 citations · Cited by this paper
  33. Development and Validation of Prediction Model for Neonatal Intensive Care Unit (NICU) Admission Using Machine Learning and Multivariate Statistical Approach · Nihar Ranjan Panda · 2024 · 4 citations · Cited by this paper
  34. Postpartum pain management for women undergoing cesarean sections using a multimodal pain control protocol: a retrospective study · Alana Siwicki · 2025 · 4 citations · Cited by this paper
  35. Mobilisation, breastfeeding, and quality of recovery after caesarean delivery: a nationwide prospective cohort study in Denmark with secondary analysis on the association with severe pain · Patricia Duch · 2026 · 4 citations · Cited by this paper
  36. Adjuvant therapies for postoperative pain management in cesarean section: A comprehensive review of clinical evidence · Rawan Kamel El Halawani · 2026 · 2 citations · Cited by this paper
  37. Knowledge, attitude, and practice toward delayed onset of lactogenesis among postpartum women experiencing mother-infant separation: a multi-center cross-sectional study · Xi Wang · 2025 · 2 citations · Cited by this paper
  38. Implementing the practice of early skin-to-skin contact among infants ≥34 weeks gestation born by caesarean section: A quality improvement study · Md Habibullah Sk · 2025 · 1 citation · Cited by this paper

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