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03 December 2024 : Clinical Research  

Machine Learning Models for Predicting 24-Hour Intraocular Pressure Changes: A Comparative Study

Chen Ranran12ACDEG, Lei Jinming3ACD, Liao Yujie12BC, Jin Yiping12BC, Wang Xue4CD, Li Hong1BD, Bi Yanlong5ACF*, Zhu Haohao12ABFG

DOI: 10.12659/MSM.945483

Med Sci Monit 2024; 30:e945483

Figure 4 Heatmap of correlations between various features and 24-hour IOP fluctuations. IOP – intraocular pressure; MSO – metabolic status and obesity; C/D ratio – cup-to-disc ratio; RE – refractive error; CCT – central corneal thickness; SBP10am – systolic blood pressure at 10: 00 AM; DBP10am – diastolic blood pressure at 10: 00 AM; BMI – body mass index; IOP10am – intraocular pressure at 10: 00 AM; IOP12pm – intraocular pressure at 12: 00 PM; IOP2pm – intraocular pressure at 2: 00 PM; IOP4pm – intraocular pressure at 4: 00 PM; MAP10am – mean arterial pressure at 10: 00AM; SOPP10am – systolic ocular perfusion pressure at 10: 00 AM; DOPP10am – diastolic ocular perfusion pressure at 10: 00 AM; MOPP10am – mean ocular perfusion pressure at 10: 00 AM; S10am – the slope of the diurnal curve at 10: 00 AM; S12pm – the slope of the diurnal curve at 12: 00 PM; S2pm – the slope of the diurnal curve at 2: 00 PM.

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Medical Science Monitor eISSN: 1643-3750
Medical Science Monitor eISSN: 1643-3750