Scientific Reports · 2018 · 76 citations · 33 references
MedicineOphthalmologySurgeryAnterior SegmentOphthalmic SurgeryRefractive SurgeryCataract ManagementCataract SurgeryPostoperative Refractive OutcomesPreoperative Refractive EvaluationRefractive ErrorRefractive Error AssessmentCrystalline StructureIntraocular Lens PositioningIol Power CalculationPostoperative RefractionPostoperative Visual QualityRefractionRefraction Coefficient EstimationThree-dimensional Shape Measurement
In a cataract surgery, the opacified crystalline lens is replaced by an artificial intraocular lens (IOL). To optimize the visual quality after surgery, the intraocular lens to be implanted must be selected preoperatively for every individual patient. Different generations of formulas have been proposed for selecting the intraocular lens dioptric power as a function of its estimated postoperative position. However, very few formulas include crystalline lens information, in most cases only one-dimensional. The present study proposes a new formula to preoperatively estimate the postoperative IOL position (ELP) based on information of the 3-dimensional full shape of the crystalline lens, obtained from quantitative eye anterior segment optical coherence tomography imaging. Real patients were measured before and after cataract surgery (IOL implantation). The IOL position and the postoperative refraction estimation errors were calculated by subtracting the preoperative estimations from the actual values measured after surgery. The proposed ELP formula produced lower estimation errors for both parameters -ELP and refraction- than the predictions obtained with standard state-of-the-art methods, and opens new avenues to the development of new generation IOL power calculation formulas that improve refractive and visual outcomes.
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Selection of relevant features and examples in machine learning
Avrim Blum, Pat Langley · Artificial Intelligence · 1997 · 3.3K citations
Sources of error in intraocular lens power calculation
Sverker Norrby · Journal of Cataract & Refractive Surgery · 2008 · 656 citations
Medicine, Ophthalmology, Surgery +17