Tsinghua University

Taichung Veterans General Hospital

Lin-Shien Fu

Margaret Dah-Tsyr Chang

Shun-Lung Fang

Yueh-Chuan Chang

A method for interpreting kidney ultrasound images with artificial intelligence includes: using a deep-learning method on abnormal and non-anomalous kidney ultrasound images obtained from classification by experienced nephrological experts and via image pre-processing to obtain prediction modules, and upon or after obtaining the prediction modules, obtaining a rules module establishing specific rules for combination and sequence among the prediction modules, and obtaining an interpretation model from a combination of the prediction modules and the rules module to predict whether a kidney ultrasound image is abnormal; wherein each prediction module is used to determine the probability of predefined abnormal pattern, and the rules module provides the logic for determining the prediction modules. Accordingly, the method for interpreting kidney ultrasound images with artificial intelligence is able to allow non-kidney image interpretation experts to find kidney abnormality early and to use it as the basis for future remote medical care item.

Method for interpreting kidney ultrasound images with artificial intelligence

A method of treating or preventing inflammatory related diseases in a subject in need thereof comprising administering to said subject a pharmaceutically effective amount of a composition comprising an immune modulating polypeptide of SEQ ID NO: 1 is provided. A method for inhibiting cancer metastasis or growth of tumor in a subject in need thereof, comprising administering to the subject a pharmaceutically effective amount of a composition comprising an immune modulating polypeptide of SEQ ID NO: 1 is also provided.

Growing community of inventors

Taichung, Taiwan

Lin-Shien Fu