General Electric Company

Otis Elevator Company

Jie Shuai

Joel Quizhen Xue

Weijia Lu

Shuyan Gu

Lifei Hu

The present invention provides an elevator emergency operation device, comprising a box having an opening, an operation board, and a middle board. The operation board is provided with electronic devices thereon, and the face of the operation board provided with electronic devices is perpendicular to the plane on which the opening is located. Moreover, the operation board can be disposed inside the box in a manner that it can be pulled through the opening. The middle board is fixed, via a first side thereof, to the operation board, and the middle board is parallel to the plane on which the opening is located. An electric motor operation device, and an elevator apparatus comprising said electric motor emergency operation device or elevator operation device are further provided.

Elevator emergency operation device

A system for identifying arrhythmias based on cardiac waveforms includes a storage system storing a trained deep neural network system, wherein the trained deep neural system includes a trained representation neural network and a trained classifier neural network. A processing system is communicatively connected to the storage system and configured to receive cardiac waveform data for a patient, identify a time segment in the cardiac waveform data, and transform the time segment into a spectrum image. The processing system is further configured to generate, with the representation neural network, a latent representation from the spectrum image, and then to generate, with the classifier neural network, an arrhythmia classifier from the latent representation.

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Shanghai, China

Jie Shuai