ADDITION OF BONE MORPHOGENETIC PROTEIN TYPE 2 TO ASCORBATE AND β-GLYCEROPHOSPHATE SUPPLEMENTATION DID NOT ENHANCE OSTEOGENIC DIFFERENTIATION OF HUMAN ADIPOSE-DERIVED STEM CELLS

Addition of bone morphogenetic protein type 2 to ascorbate and β-glycerophosphate supplementation did not enhance osteogenic differentiation of human adipose-derived stem cells

Bone morphogenetic protein type 2 (BMP-2) is a potent local factor, which promotes bone formation and has been used as an osteogenic supplement for mesenchymal stem cells.OBJECTIVES: This study evaluated the effect of a recombinant BMP-2 as well as the endogenous BMP-4 and BMP-7 in the osteogenic differentiation of adipose-derived stem cells (ASCs)

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Convergence and Optimality Analysis of Low-Dimensional Generative Adversarial Networks Using Error Function Integrals

Due to their success at synthesising highly realistic images, many claims have been made about optimality and convergence in generative adversarial networks (GANs).But what of vanishing gradients, saturation, and other numerical problems noted by AI practitioners? Attempts to explain these phenomena have so far been based on purely empirical studie

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