, "Enhancing the light extraction of AlGaN-based ultraviolet light-emitting diodes in the nanoscale," J. Nanophoton. 12(4), 043510 (2018), doi: 10.1117/1.JNP.12.043510. Abstract. AlGaN-based ultraviolet light-emitting diodes (UV LEDs) are promising nextgeneration UV sources for a wide variety of applications. The state-of-the-art AlGaN-based UV LEDs exhibit much lower output power and external quantum efficiency than highly commercialized GaN visible LEDs. One key issue for UV LEDs is the poor light-extraction efficiency. We have reviewed the recent progress in the light extraction approaches for AlGaNbased UV LEDs, including the highly reflective techniques, and the surface/interface modification for total internal reflection mitigating. Moreover, AlGaN-based UV LEDs in the nanoscale structures, such as nanopillar, nanorod, and nanowire structures, are also discussed.