Publications – CAUSALab

Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?

Author(s): Beaulieu-Jones BK, Yuan W, Brat GA, Beam AL, Weber G, Ruffin M, Kohane ISJournal: NPJ Digit MedPMID: 33785839 August 2021

Machine learning can help clinicians to make individualized patient predictions only if researchers demonstrate models that contribute novel insights, rather…

Medication utilization in children born preterm in the first two years of life.

Author(s): Levin JC, Beam AL, Fox KP, Mandl KDJournal: J PerinatolPMID: 33547407 August 2021

To compare medications dispensed during the first 2 years in children born preterm and full-term.

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence.

Author(s): Collins GS, Dhiman P, Andaur Navarro CL, Ma J, Hooft L, Reitsma JB, Logullo P, Beam AL, Peng L, Van Calster B, van Smeden M, Riley RD, Moons KGJournal: BMJ OpenPMID: 34244270 August 2021

The Transparent Reporting of a multivariable prediction model of Individual Prognosis Or Diagnosis (TRIPOD) statement and the Prediction model Risk…