Where Medical Statistics Meets Artificial Intelligence
David J. Hunter, Christopher Holmes
Abstract
Challenges at the interface of medical statistics and AI are population inference vs. prediction, generalizability, reproducibility and interpretation of evidence, and stability and statistical guarantees.
Topics & Concepts
Generalizability theoryStatistical inferenceStatisticsMedical statisticsInferenceComputer sciencePopulationArtificial intelligenceInterpretation (philosophy)Machine learningEconometricsPsychologyMathematicsMedicineEnvironmental healthProgramming languageMachine Learning in HealthcareArtificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare