Giga-Byte Technology Co., Ltd.

Acer Medical Inc.

Acer Inc.

National Taiwan University

Chin-Han Tsai

Ming-Ke Chen

Yi-Ting Hsieh

Ching-Chuan Huang

Yi-Jin Huang

Tung-Ke Lu

Chih-Jen Hou

Chao-Hsiang Huang

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for computer aided diagnosis of a medical image. One of the methods includes processing the medical image through a machine learning (ML) model to provide a first feature representation of the medical image, wherein the ML model includes an input layer and a pooling layer, wherein the first feature representation is an output from the pooling layer, generating, by the ML model, a sequence of second feature representations of the medical image from the first feature representation of the medical image, wherein each second feature representation in the sequence of the second feature representations having a lower dimension than the first feature representation, and generating, by the ML model, an output as a last second feature representation in the sequence of the second feature representations.

Diabetic retinopathy detection using machine learning

An image pre-processing method and an image processing apparatus for a fundoscopic image are provided. A region of interest (ROI) is obtained from a fundoscopic image to generate a first image. The ROI is focused on an eyeball in the fundoscopic image. A smoothing process is performed on the first image to generate a second image. A value difference between neighboring pixels in the second image is increased to generate a third image.

Image pre-processing method and image processing apparatus for fundoscopic image

The disclosure provides a method for obtaining a fluorescent fundus image, the method including the following steps: receiving a to-be-detected color fundus image; obtaining a color feature of the to-be-detected color fundus image; encoding the color feature of the to-be-detected color fundus image according to a fundus image transformation model to transform the to-be-detected color fundus image into a to-be-detected fluorescent fundus image; and outputting the to-be-detected fluorescent fundus image.

Method for obtaining a fluorescent fundus image and a device thereof

A server device includes a chassis and at least one server assembly. The chassis has at least one accommodating space, at least one first surface, at least one second surface, at least one opening and at least one front side. The first surface and the second surface face each other, and respectively located at two opposite sides of the accommodating space. The opening is located at the front side and connected to the accommodating space. The server assembly is slidably disposed in the accommodating space from the opening. The server assembly includes a first server and a second server. The first server is closer to the first surface than the second server. The first surface and the front side are orthogonal to a reference plane. An orthogonal projection of the first server on the reference plane partially overlaps an orthogonal projection of the second server on the reference plane.

Server device

A server rack configured for a plurality of servers is disclosed, in which each of the servers has a power supply circuit board. The server rack includes: a case having a first face and a second face opposed to each other, the first face having an opening for the servers to be arranged in the case in an orientation; a power supply module provided on the second face of the case; and a power transmission assembly composed of a busbar provided on the second face in the orientation and electrically connected to the power supply module; and a plurality of electrical connectors provided on the busbar and coupled respectively with the power supply circuit boards of the servers. Through the power transmission assembly, the servers may be powered in a centralized way by the power supply module.

Growing community of inventors

Taipei, Taiwan

Chin-Han Tsai