Research map: Explainable Machine Learning for Public Health Informatics in HEDIS Childhood Immunization Status Combination 10

Back to the article

Papers in this map

  1. Do no harm: a roadmap for responsible machine learning for health care · Jenna Wiens · 2019 · 1243 citations · Cited by this paper
  2. Bias in AI in Epic Electronic Medical Records and Its Impact on Executive Communication: Conceptual Analysis · 2026 · Related
  3. A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME · Ahmed Salih · 2024 · 823 citations · Cited by this paper
  4. Burden of Stroke in China From 1990 to 2023: Analysis From the Global Burden of Disease Study 2023 · 2026 · Related
  5. Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review · Amirehsan Ghasemi · 2024 · 129 citations · Cited by this paper
  6. Persona Development in Washington State: Mixed Methods Approach Using Statewide Survey Data · 2025 · Related
  7. Health and Economic Benefits of Routine Childhood Immunizations in the Era of the Vaccines for Children Program — United States, 1994–2023 · Fangjun Zhou · 2024 · 120 citations · Cited by this paper
  8. Evaluation of a Sentinel Hypertension Surveillance System in Mojo, East Shewa Zone, Oromia, Ethiopia: Concurrently Embedded Mixed Design Study · 2025 · Related
  9. Decline in Vaccination Coverage by Age 24 Months and Vaccination Inequities Among Children Born in 2020 and 2021 — National Immunization Survey-Child, United States, 2021–2023 · Holly Ann Hill · 2024 · 117 citations · Cited by this paper
  10. Heterogeneous Feature Interaction for Predicting Reproductive, Maternal, and Child Health Continuum of Care in sub-Saharan Africa: A Relation Graph Learning Approach (Preprint) · 2026 · Related
  11. Enhancing healthcare with AI: Sustainable AI and IoT-Powered ecosystem for patient aid and interpretability analysis using SHAP · Biplov Paneru · 2024 · 26 citations · Cited by this paper
  12. The impact of internet information on the awareness and uptake of the Human Papillomavirus Vaccination: descriptive-analytical study (Preprint) · 2025 · Related
  13. Reporting of Fairness Metrics in Clinical Risk Prediction Models Used for Precision Health: Scoping Review · 2025 · Related
  14. Investigation of Community Behaviors, Socioeconomic Factors, and Breakthrough COVID-19 Infections Among Vaccinated Individuals: Cross-Sectional Study · 2026 · Related
  15. Imposters, Bots, and Other Threats to Data Integrity in Online Research: Scoping Review of the Literature and Recommendations for Best Practices · 2025 · Related
  16. Explainable Artificial Intelligence for Predicting Significant Fibrosis in Steatotic Liver Disease: A Model Development Study (Preprint) · 2026 · Related

Source: OpenAlex (CC0)