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References from Predicting postoperative visual acuity in epiretinal membrane patients and visualization of the contribution of explanatory variables in a machine learning model. Local targets link to admitted publications; unresolved targets remain external evidence.
Predictive factors for postoperative visual acuity in idiopathic epiretinal membrane: a systematic review.
10.1111/aos.12537 · 2015 · External reference
Preoperative ocular coherence tomographic prognosticators of visual acuity after idiopathic epiretinal membrane surgery
10.1007/s10792-022-02317-2 · 2022 · External reference
Deep learning-based postoperative visual acuity prediction in idiopathic epiretinal membrane.
10.1186/s12886-023-03079-w · 2023 · External reference
DEEP LEARNING-BASED PREDICTION OF OUTCOMES FOLLOWING NONCOMPLICATED EPIRETINAL MEMBRANE SURGERY.
10.1097/iae.0000000000003480 · 2022 · External reference
Insights Into Epiretinal Membranes: Presence of Ectopic Inner Foveal Layers and a New Optical Coherence Tomography Staging Scheme
10.1016/j.ajo.2016.12.006 · 2017 · External reference
A unified approach to interpreting model predictions
2017 · External reference
An explainable machine learning-based clinical decision support system for prediction of gestational diabetes mellitus.
10.1038/s41598-022-05112-2 · 2022 · External reference
LightGBM: A highly efficient gradient boosting decision tree
2017 · External reference
Long-term temporal changes of macular thickness and visual outcome after vitrectomy for idiopathic epiretinal membrane
10.1016/j.ajo.2010.05.037 · 2010 · External reference
FUNCTIONAL AND ANATOMICAL SIGNIFICANCE OF THE ECTOPIC INNER FOVEAL LAYERS IN EYES WITH IDIOPATHIC EPIRETINAL MEMBRANES: Surgical Results at 12 Months.
10.1097/iae.0000000000001940 · 2019 · External reference
Preoperative Vision, Gender, and Operation Time Predict Visual Improvement After Epiretinal Membrane Vitrectomy: A Retrospective Study.
10.2147/opth.s294690 · 2021 · External reference
Estrogen accelerates the resolution of inflammation in macrophagic cells
10.1038/srep15224 · 2015 · External reference
The complex role of estrogens in inflammation
10.1210/er.2007-0001 · 2007 · External reference