Can AI Predict No-Shows Before They Happen? This New Model Says Yes

Can AI predict no-shows before they happen? This new model says yes

A Penn State study shows AI can flag missed appointments before they occur, helping practices cut disruptions, save time, and improve care continuity.

Can AI predict no-shows before they happen? This new model says yes – RamaOnHealthcare

Key TakeawaysMachine learning models accurately predict primary care appointment no-shows and cancellations, with the gradient boost model achieving high

Annals of Family Medicine: Machine Learning Model Accurately Predicts No-Shows and Late Cancellations in Primary Care

PROVIDENCE, R.I., July 29, 2025 /PRNewswire/ — Findings from a new study published in Annals of Family Medicine show that a machine learning model accurately predicts no-shows and late cancellations in primary care, providing insights for developing personalized strategies to improve appointment adherence. The study, conducted by researchers at Pennsylvania State University, integrated clinical, geosocial, and environmental data from 15 family …