51 citations · 52 across the 3 of their papers we have counts for
3 papers
Transfer learning with class-weighted and focal loss function for automatic skin cancer classification
Duyen N. T. Le, Hieu X. Le, Lua T. Ngo +1
Skin cancer is by far in top-3 of the world's most common cancer. Among different skin cancer types, melanoma is particularly dangerous because of its ability to metastasize. Early…
Interpretation of smartphone-captured radiographs utilizing a deep learning-based approach
Hieu X. Le, Phuong D. Nguyen, Thang H. Nguyen +2
Recently, computer-aided diagnostic systems (CADs) that could automatically interpret medical images effectively have been the emerging subject of recent academic attention. For ra…
A novel approach to remove foreign objects from chest X-ray images
Hieu X. Le, Phuong D. Nguyen, Thang H. Nguyen +2
We initially proposed a deep learning approach for foreign objects inpainting in smartphone-camera captured chest radiographs utilizing the cheXphoto dataset. Foreign objects which…