Abstract: An acute kidney injury predicting system and a method thereof are proposed. A processor reads the data to be tested, the detection data, the machine learning algorithm and the risk probability comparison table from a main memory. The processor trains the detection data according to the machine learning algorithm to generate an acute kidney injury prediction model, and inputs the data to be tested into the acute kidney injury prediction model to generate an acute kidney injury characteristic risk probability and a data sequence table. The data sequence table lists the data to be tested in sequence according to a proportion of each of the data to be tested in the acute kidney injury characteristics. The processor selects one of the medical treatment data from the risk probability comparison table according to the acute kidney injury characteristic risk probability.

Abstract: Disclosed are methods and devices of generating predicted brain images. The present disclosure provides a method of generating a predicted brain image. The method comprises: receiving a first brain image; encoding the first brain image to generate a latent vector; and decoding the latent vector and one or more conditional features to generate the predicted brain image. The first brain image is generated by a magnetic resonance imaging (MRI) method. The one or more conditional features include at least one of: an age in future, a gender, previous brain images, omics features, and medical history. The latent vector is multiplied by a first normal distribution.

Abstract: The present disclosure describes an apparatus with a local interconnect structure. The apparatus can include a first transistor, a second transistor, a first interconnect structure, a second interconnect structure, and a third interconnect structure. The local interconnect structure can be coupled to gate terminals of the first and second transistors and routed at a same interconnect level as reference metal lines coupled to ground and a power supply voltage. The first interconnect structure can be coupled to a source/drain terminal of the first transistor and routed above the local interconnect structure. The second interconnect structure can be coupled to a source/drain terminal of the second transistor and routed above the local interconnect structure. The third interconnect structure can be routed above the local interconnect structure and at a same interconnect level as the first and second interconnect structures.

Abstract: The projection device contains a main member, a transmission element, and an anti-slippery element. The main member has a built-in power element, an internal projection module, and an accommodation groove along a side of the main member for storing the transmission element. The anti-slippery element is configured on a major side of the main member for positioning a mobile device. An end of the transmission element is data-linked to the projection module, and the other end is configured with a MEL (mobile high-definition link) connector and is connected to the mobile device. The content on the screen of the mobile device is synchronously delivered to and projected by the projection module. The electricity required for the operation of the projection device is provided from the power element. The power element can also be used to charge the mobile device when no projection from the latter is required.

Abstract: The present invention provides a mini-projector applied for a video output device. The video output device includes a microprocessor. A projection optical engine is coupled to the microprocessor for projecting a video data. A charging module is capable of charging to a first battery of the mini-projector and/or a second battery of the video output device. A male connector is couple to a female connector of the video output device. A switching unit is coupled to the charging module for switching the projecting function of the projection optical engine or the charging function of the second battery of the video output device.

Abstract: A wireless communication module with a portable digital camera is provided. The present wireless communication module comprises a wireless adapter for communicating with a wireless communication network, a digital camera for capturing image information, a bus hub for providing ports to the wireless adapter and the digital camera, respectively and a computer host provided with a bus host controller. When the bus hub is pluggable to connect with the computer host, the bus host controller detects the wireless adapter and the digital camera both of which serving as the peripherals of the bus hub, and then loading a corresponding wireless adapter bus driver and digital camera bus driver in an operating system of the computer host. Thereby, the computer host is able to communicate with the wireless communication network via the wireless adapter.