Prediction of Seven Artificial Intelligence-Based Intraocular Lens Power Calculation Formulas in Medium-Long Caucasian Eyes.

Life (Basel, Switzerland) 2025 Vol.15(1)

Stopyra W, Voytsekhivskyy O, Grzybowski A

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Abstract

To compare the accuracy of seven artificial intelligence (AI)-based intraocular lens (IOL) power calculation formulas in medium-long Caucasian eyes regarding the root-mean-square absolute error (RMSAE), the median absolute error (MedAE) and the percentage of eyes with a prediction error (PE) within ±0.5 D. Data on Caucasian patients who underwent uneventful phacoemulsification between May 2018 and September 2023 in MW-Med Eye Center, Krakow, Poland and Kyiv Clinical Ophthalmology Hospital Eye Microsurgery Center, Kyiv, Ukraine were reviewed. Inclusion criteria, i.e., complete biometric and refractive data, were applied. Exclusion criteria were as follows: intraoperative or postoperative complications, previous eye surgery or corneal diseases, postoperative BCVA less than 0.8, and corneal astigmatism greater than 2.0 D. Prior to phacoemulsification, IOL power was computed using SRK/T, Holladay1, Haigis, Holladay 2, and Hoffer Q. The refraction was measured three months after cataract surgery. Post-surgery intraocular lens calculations for Hill-RBF 3.0, Kane, PEARL-DGS, Ladas Super Formula AI (LSF AI), Hoffer QST, Karmona, and Nallasamy were performed. RMSAE, MedAE, and the percentage of eyes with a PE within ±0.25 D, ±0.50 D, ±0.75 D, and ±1.00 were counted. Two hundred fourteen eyes with axial lengths ranging from 24.50 mm to 25.97 mm were tested. The Hill-RBF 3.0 formula yielded the lowest RMSAE (0.368), just before Pearl-DGS (0.374) and Hoffer QST (0.378). The lowest MedAE was achieved by Hill-RBF 3.0 (0.200), the second-lowest by LSF AI (0.210), and the third-lowest by Kane (0.228). The highest percentage of eyes with a PE within ±0.50 D was obtained by Hill-RBF 3.0, LSF AI, and Pearl-DGS (86.45%, 85.51%, and 85.05%, respectively). The Hill-RBF 3.0 formula provided highly accurate outcomes in medium-long eyes. All studied AI-based formulas yielded good results in IOL power calculation.

추출된 의학 개체 (NER)

유형영어 표현한국어 / 풀이UMLS CUI출처등장
시술 microsurgery 미세수술 dict 1
해부 intraocular lens scispacy 1
해부 IOL → intraocular lens scispacy 1
해부 eyes scispacy 1
해부 ±0.5 D. scispacy 1
해부 eye scispacy 1
해부 corneal scispacy 1
약물 Kane scispacy 1
약물 ±0.25 D scispacy 1
약물 ±1.00 scispacy 1
약물 ±0.50 D scispacy 1
질환 IOL → intraocular lens C0023319
Intraocular lens implant device
scispacy 1
질환 corneal diseases C0010034
Corneal Diseases
scispacy 1
질환 corneal astigmatism C0339682
Corneal Astigmatism
scispacy 1
질환 cataract C0086543
Cataract
scispacy 1
질환 Kane scispacy 1
질환 Eyes scispacy 1
기타 Intraocular Lens scispacy 1
기타 Ladas Super Formula AI scispacy 1
기타 MedAE → median absolute error scispacy 1
기타 ±0.50 D scispacy 1

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