Fig. 2
Top ranked features in best-performing models for ICL size prediction using data from different devices and combinations. Feature importance plots for the top five features in optimal ICL size prediction algorithms with data from different ophthalmic devices and combinations (A–G), and various devices without UBM, Pantacam, and Sirius (H). ICL Implantable Collamer Lens; STS_H Horizontal sulcus-to-sulcus; STS_V Vertical sulcus-to-sulcus; ACD Central anterior chamber depth; AL Axial length; IOP Intraocular pressure; WTW Horizontal white-to-white; ACV Anterior chamber volume; Kf Flat keratometry; Ks Steep keratometry; HACD Horizontal anterior chamber diameter; DS Spherical refraction; DC Cylinder refraction