51 citations · 52 across the 4 of their papers we have counts for
4 papers
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification
Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen +7
The timing of cell divisions in early embryos during the In-Vitro Fertilization (IVF) process is a key predictor of embryo viability. However, observing cell divisions in Time-Laps…
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…