A MACHINE LEARNING APPROACH TO EXPLORE PREDICTORS OF GRAFT DETACHMENT FOLLOWING POSTERIOR LAMELLAR KERATOPLASTY: A NATIONWIDE REGISTRY STUDY

A machine learning approach to explore predictors of graft detachment following posterior lamellar keratoplasty: a nationwide registry study

Abstract Machine learning can be used to explore the complex multifactorial patterns underlying postsurgical graft detachment after endothelial corneal transplantation surgery and to evaluate the marginal effect of various practice pattern modulations.We included all posterior lamellar keratoplasty procedures recorded in the Dutch Cornea Transplant

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Systemic down-regulation of delta-9 desaturase promotes muscle oxidative metabolism and accelerates muscle function recovery following nerve injury.

The progressive deterioration of the neuromuscular axis is typically observed in degenerative conditions of the lower motor neurons, such as amyotrophic lateral sclerosis (ALS).Neurodegeneration in this disease is associated with systemic metabolic perturbations, including hypermetabolism and dyslipidemia.Our previous gene profiling studies on ALS

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