Directed acyclic graphs and causal thinking in clinical risk prediction modeling

On the interpretability of machine learning-based model for predicting hypertension

(2019) Radwa Elshawi et al.   BMC Medical Informatics and Decision Making

The Integrated Calibration Index (ICI) and related metrics for quantifying the calibration of logistic regression models

(2019) Peter C. Austin et al.   STATISTICS IN MEDICINE

Intracellular sensing of viral genomes and viral evasion

(2019) Hyun-Cheol Lee et al.   EXPERIMENTAL AND MOLECULAR MEDICINE

APOE and Alzheimer’s Disease: Evidence Mounts that Targeting APOE4 may Combat Alzheimer’s Pathogenesis

(2018) Md. Sahab Uddin et al.   MOLECULAR NEUROBIOLOGY

Using marginal structural models to adjust for treatment drop-in when developing clinical prediction models

(2018) Matthew Sperrin et al.   STATISTICS IN MEDICINE

Causal Inference Using the Algorithmic Markov Condition

(2010) Dominik Janzing et al.   IEEE TRANSACTIONS ON INFORMATION THEORY