3 papers
eess.IV2019
CNN-Based Invertible Wavelet Scattering for the Investigation of Diffusion Properties of the In Vivo Human Heart in Diffusion Tensor Imaging
Zeyu Deng, Lihui Wang, Zixiang Kuai +5
In vivo diffusion tensor imaging (DTI) is a promising technique to investigate noninvasively the fiber structures of the in vivo human heart. However, signal loss due to motions re…
stat.ML2019
A Model of Double Descent for High-dimensional Binary Linear Classification
Zeyu Deng, Abla Kammoun, Christos Thrampoulidis
We consider a model for logistic regression where only a subset of features of size is used for training a linear classifier over training samples. The classifier is obtain…
cs.LG2019
Glioma Grade Prediction Using Wavelet Scattering-Based Radiomics
Qijian Chen, Lihui Wang, Li Wang +3
Glioma grading before surgery is very critical for the prognosis prediction and treatment plan making. We present a novel wavelet scattering-based radiomic method to predict noninv…