Ever Fortune.ai Co., Ltd.

China Medical College Hospital

China Medical University

Fuu-Jen Tsai

Tzung-Chi Huang

Ken Ying-Kai Liao

Jan-Gowth Chang

Yuh-Jyh Jong

Chao-Jung Chen

Christian Pascal Tchou

Chi-Kun Wang

A method for training a chromosome recognition model includes: identifying objects on a karyotype image, obtaining a mask and a minimal bounding box of each of the chromosome objects, and obtaining an organized image that includes a set of organized chromosome objects; generating a simulated metaphase image in which the chromosome objects are randomly reorganized; detecting the plurality of chromosome objects on the simulated metaphase image; obtaining a recalibrated image in which the chromosome objects are separated from one another, so as to train the chromosome recognition model for identifying feature of chromosome objects included in an image.

Method and system for training a separation of overlapping chromosome recognition model based on simulation

A system for real-time determination of the hand bone age using a personal device essentially include: a cloud computing platform storing a first marked database, an artificial neural network-based bone age model, and a comparison logic, wherein the first marked database at least has a hand bone image and the corresponding feature marking data; and a to-be-compared image providing device for downloading a to-be-compared hand bone image from a cloud-based to-be-compared image database. A personal device can be used to obtain a to-be-compared hand bone image from the to-be-compared image providing device and upload this image to the cloud computing platform in order for the cloud computing platform to find, through comparison, the hand bone image in the bone age model that is the most similar to the uploaded image and then transmit to the personal device the interpretation data corresponding to the hand bone image found.

System and method for real-time determination of hand bone age using personal device

The invention features a method of modulating SMN exon 7 expression in a subject by administering hydroxyurea to the subject.

Hydroxyurea treatment for spinal muscular atrophy

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Taichung, Taiwan

Fuu-Jen Tsai