Application of interpretable machine learning for early prediction

Explainability in AI and Machine Learning Systems: An Overview - Comet

Interpretable Machine Learning for Early Prediction of Prognosis in Sepsis: A Discovery and Validation Study. - Abstract - Europe PMC

Explainable Machine-Learning Model for Prediction of In-Hospital Mortality in Septic Patients Requiring Intensive Care Unit Readmission. - Abstract - Europe PMC

Explainable AI (XAI) and Interpretable Machine Learning (IML) models

PDF) Interpretable machine learning model for early prediction of 28-day mortality in ICU patients with sepsis-induced coagulopathy: development and validation

Interpretable Machine Learning for Early Prediction of Prognosis in Sepsis: A Discovery and Validation Study. - Abstract - Europe PMC

Artificial intelligence in early detection and prediction of pediatric/neonatal acute kidney injury: current status and future directions

Explainable Machine-Learning Model for Prediction of In-Hospital Mortality in Septic Patients Requiring Intensive Care Unit Readmission. - Abstract - Europe PMC

Interpretable machine learning model for early prediction of 28-day mortality in ICU patients with sepsis-induced coagulopathy: development and validation, European Journal of Medical Research

Interpretable machine learning models for hospital readmission prediction: a two-step extracted regression tree approach, BMC Medical Informatics and Decision Making

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Training machine learning models on climate model output yields skillful interpretable seasonal precipitation forecasts

Frontiers Bibliometric and visual analysis of machine learning-based research in acute kidney injury worldwide

Investigation on explainable machine learning models to predict chronic kidney diseases

Interpretable machine learning for building energy management: A state-of-the-art review - ScienceDirect