Application of interpretable machine learning for early prediction

PDF) Interpretable machine learning for early neurological deterioration prediction in atrial fibrillation-related stroke

MLCon Talk: First Steps to Interpretable Machine Learning from MLCon, Machine Learning Conference

Interpretable Machine Learning

The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review - ScienceDirect

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

A pattern mixture model with long short-term memory network for acute kidney injury prediction - ScienceDirect

Machine learning interpretability with feature attribution - Christian Garbin's personal blog

Predicting length of stay in ICU and mortality with temporal dilated separable convolution and context-aware feature fusion - ScienceDirect

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

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

Explainable artificial intelligence for mental health through transparency and interpretability for understandability

Full article: Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning