The project aims to build an algorithm to detect a visual signal for pneumonia in medical images. Specifically, the algorithm needs to automatically locate lung opacities on chest radiographs. The dataset size is set around 23,124 images while the validation size is 2,560 images. To solve the problem, we built our own U-Net with the enhancement of resblock to improve the accuracy of the algorithm. The result based testing dataset (1000 images) is very positive (f2 score ~0.2)
FIND MORE ABOUT US
Heligate was informed to be awarded as one among the prominent IT vendors in the year 2020
Imitsu is one of the most famous IT Business Matching Site in Japan, who has a widely known reputation with the huge network in IT sector.
Technical Lead - Expired
Recruit 01 Technical Lead (Web full stack)
Working in Hanoi
At Heligate HO: #14 Me Tri Thuong, Nam Tu Liem
Software Development in Vietnam 2020 - An Overview
Vietnam is already a popular software outsourcing destination. The 2019 A.T. Kearney Global Services Location Index rated Vietnam as the 5th most attractive outsourcing location in the world.