2 citations · 2 across the 1 of their papers we have counts for
2 papers
eess.IV2021★ 2 cited
Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey
Changhee Han, Takayuki Okamoto, Koichi Takeuchi +6
Convolutional Neural Networks (CNNs) intrinsically requires large-scale data whereas Chest X-Ray (CXR) images tend to be data/annotation-scarce, leading to over-fitting. Therefore,…
cs.CV2020
MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction
Changhee Han, Leonardo Rundo, Kohei Murao +7
Unsupervised learning can discover various unseen abnormalities, relying on large-scale unannotated medical images of healthy subjects. Towards this, unsupervised methods reconstru…