Nature

Quantifying central canal stenosis prediction uncertainty in SpineNet with conformal prediction

This study applies conformal prediction (CP) to SpineNet to quantify prediction uncertainty in the classification of central canal stenosis (CCS) into four grades: normal, mild, moderate, and severe.
Nature

Research on dynamic prediction of vegetation coverage by precipitation-evapotranspiration in arid regions based on CNN-LSTM hybrid model

Arid regions have extremely fragile ecosystems, characterized by scarce precipitation and high evaporation rates. Vegetation, as a crucial component of ecosystems, serves not only as an important ...