Abstract: A tumor neoantigen prediction method and a tumor neoantigen prediction system are provided. In the method, multiple amino acid sequences in genes of a person to be tested are extracted as multiple test peptides to be compared with multiple human protein sequences in a protein sequence database to find multiple similar peptides that match the human protein sequences. The similar peptides are filtered out from the test peptides and the filtered test peptides are input to multiple trained human leukocyte antigen (HLA) models to obtain multiple ranking results of the test peptides. A weighted sum of rankings of each test peptide in the ranking results is calculated as a score of the test peptide. At least one of the test peptides is selected as a neoantigen adapted for the person to be tested according to the score.

Abstract: A light-emitting device is disclosed. The light-emitting device comprises an epitaxial structure comprising a lower cladding layer of first conductivity type, an active layer comprising InGaN or AlGaInN on the lower cladding layer, and an upper cladding layer of second conductivity type on the active layer; a tunneling structure on the epitaxial structure comprising a first tunneling layer of second conductivity type with a doping concentration greater than 6×1019/cm3 on the upper cladding layer, and a second tunneling layer of first conductivity type with a doping concentration greater than 6×1019/cm3 on the first tunneling layer; and a current spreading layer of first conductivity type comprising AlInN on the tunneling structure.

Abstract: A light-emitting device is disclosed. The light-emitting device comprises an epitaxial structure comprising a lower cladding layer of first conductivity type, an active layer comprising InGaN or AlGaInN on the lower cladding layer, and an upper cladding layer of second conductivity type on the active layer; a tunneling structure on the epitaxial structure comprising a first tunneling layer of second conductivity type with a doping concentration greater than 6×1019/cm3 on the upper cladding layer, and a second tunneling layer of first conductivity type with a doping concentration greater than 6×1019/cm3 on the first tunneling layer; and a current spreading layer of first conductivity type comprising AlInN on the tunneling structure.

Abstract: A light-emitting device with a tunneling structure and a current spreading layer is disclosed. It includes an electrically conductive permanent substrate, an adhesive layer, an epitaxial structure, a tunneling structure and a current spreading layer. The adhesive layer is on the electrically conductive permanent substrate. The epitaxial structure on the adhesive layer at least comprises an upper cladding layer, an active layer, and a lower cladding layer. The tunneling structure on the epitaxial structure comprises a first conductivity type semiconductor layer with a first doping concentration and a second conductivity type semiconductor layer with a second doping concentration. The current spreading layer is on the tunneling structure.

Abstract: A light-emitting device comprising a substrate, a light-emitting stack, and a transparent adhesive layer having wavelength-converting materials embedded therein formed within the light-emitting device is provided.

Abstract: A light-emitting device with a tunneling structure and a current spreading layer is disclosed. It includes an electrically conductive permanent substrate, an adhesive layer, an epitaxial structure, a tunneling structure and a current spreading layer. The adhesive layer is on the electrically conductive permanent substrate. The epitaxial structure on the adhesive layer at least comprises an upper cladding layer, an active layer, and a lower cladding layer. The tunneling structure on the epitaxial structure comprises a first conductivity type semiconductor layer with a first doping concentration and a second conductivity type semiconductor layer with a second doping concentration. The current spreading layer is on the tunneling structure.

Abstract: A light-emitting device comprising a substrate, a light-emitting stack, and a transparent adhesive layer having wavelength-converting materials embedded therein formed within the light-emitting device is provided.

Abstract: A flip-chip electrode light-emitting element formed by multilayer coatings where a translucent conducting layer and a highly reflective metal layer acts as flip-chip electrode for enhancing the LED luminous efficiency. The flip-chip electrode light-emitting element includes a translucent substrate, a semiconductor die structure attached on the translucent substrate and made of group III nitride compounds, and an intermediate layer adapted to support the inverted semiconductor die structure on a submount. The flip-chip electrode formed by multiplayer coatings includes a current-spreading transparent conducting layer formed on a top side of the second type semiconductor layer, a highly reflective metal layer formed on a top side of the transparent conducting layer, a metallic diffusion barrier layer formed on a top side of the highly reflective metal layer, and a bonding layer electrically coupled to the intermediate layer and formed on a top side of the barrier layer.

Abstract: A method for fabricating a light emitting diode with transparent substrate. The method comprises forming a first type cladding layer on a substrate, forming an active layer on the first type cladding layer, forming a second type cladding layer on the active layer, forming a second type transparent semiconductor layer on the second type cladding layer to serve as the transparent substrate, removing the substrate, and forming a first type contact layer on the surface of the first type cladding layer previously connected to the substrate. The transparent substrate does not absorb the emitted light, thereby the light emitting efficiency is increased by as much as double, and thus the performance of opto-electronic devices is improved.

Abstract: A light emitting diode and manufacturing method thereof. The light emitting diode comprises a n-type semiconductor layer formed on a substrate, an active layer formed on the n-type semiconductor layer, a p-type cladding layer formed on the active layer, and a hydrogen-adsorbing layer formed on the p-type cladding layer. The hydrogen-adsorbing layer adsorbs the hydrogen atoms near the interface to the p-type cladding layer, thereby enhancing the doping concentration of p-type cladding layer, and forming a low-resist ohmic contact by which the performance and reliability of opto-electronic devices is improved.