Abstract: The subject invention pertains to methods and devices for generating mature oocytes from immature oocytes and improving oocyte quality for improved success of assistant reproductive technology (ART). The methods include the use of tunneling nanotube-forming cells and oocytes, wherein the tunneling nanotube-forming cells transfer autologous genomic materials, biomolecules and cellular components to the oocytes. The devices of the invention include microfluidic device to improve the efficiency of the transfer of biomolecules and cellular components between tunneling nanotube-forming cells and oocytes.

Abstract: Method and apparatus for segmenting a cellular image are disclosed. A specific embodiment of the method includes: acquiring a cellular image; enhancing the cellular image using a generative adversarial network to obtain an enhanced cellular image; and segmenting the enhanced cellular image using a hierarchical fully convolutional network for image segmentation to obtain cytoplasm and zona pellucida areas in the cellular image.

Abstract: The subject invention pertains to methods and devices for generating mature oocytes from immature oocytes and improving oocyte quality for improved success of assistant reproductive technology (ART). The methods include the use of tunneling nanotube-forming cells and oocytes, wherein the tunneling nanotube-forming cells transfer autologous genomic materials, biomolecules and cellular components to the oocytes. The devices of the invention include microfluidic device to improve the efficiency of the transfer of biomolecules and cellular components between tunneling nanotube-forming cells and oocytes.

Abstract: Method and apparatus for segmenting a cellular image are disclosed. A specific embodiment of the method includes: acquiring a cellular image; enhancing the cellular image using a generative adversarial network to obtain an enhanced cellular image; and segmenting the enhanced cellular image using a hierarchical fully convolutional network for image segmentation to obtain cytoplasm and zona pellucida areas in the cellular image.

Abstract: An industrial control system stores three types of models. Models of a first type are associated with models of a second type. When a model of the first type is associated with a model of a third type, the set of models of the second type that are associated with the model of the first type is established. The industrial control system can provide an indication of the set of models of the second type. The industrial control system also establishes the set of models of the first type that are associated with the set of models of the second type. The industrial control system provides an indication of the set of models of the first type. In some embodiments, the industrial control system is a recipe management system and the models of the first, second, and third types are capability models, equipment models, and recipe models.

Abstract: A recipe management system executes a recipe on a piece of equipment in a process plant using one or more capabilities of the piece of equipment. A configuration system creates models of the capabilities, piece of equipment, and recipe and associates the capability models with the equipment model and recipe model. The recipe model can be used to execute the recipe on any piece of equipment with the capabilities with which it is associated. The equipment model can be used to execute any recipe that uses no capabilities other than those with which it is associated.

Abstract: An industrial control system stores three types of models. Models of a first type are associated with models of a second type. When a model of the first type is associated with a model of a third type, the set of models of the second type that are associated with the model of the first type is established. The industrial control system can provide an indication of the set of models of the second type. The industrial control system also establishes the set of models of the first type that are associated with the set of models of the second type. The industrial control system provides an indication of the set of models of the first type. In some embodiments, the industrial control system is a recipe management system and the models of the first, second, and third types are capability models, equipment models, and recipe models.

Abstract: A recipe management system executes a recipe on a piece of equipment in a process plant using one or more capabilities of the piece of equipment. A configuration system creates models of the capabilities, piece of equipment, and recipe and associates the capability models with the equipment model and recipe model. The recipe model can be used to execute the recipe on any piece of equipment with the capabilities with which it is associated. The equipment model can be used to execute any recipe that uses no capabilities other than those with which it is associated.