Search Results for author: Hanlu Yang

Found 3 papers, 0 papers with code

Constrained Independent Vector Analysis with Reference for Multi-Subject fMRI Analysis

no code implementations8 Nov 2023 Trung Vu, Francisco Laport, Hanlu Yang, Vince D. Calhoun, Tulay Adali

Independent vector analysis (IVA) generalizes ICA to multiple datasets, i. e., to multi-subject data, and in addition to higher-order statistical information in ICA, it leverages the statistical dependence across the datasets as an additional type of statistical diversity.

New Interpretable Patterns and Discriminative Features from Brain Functional Network Connectivity Using Dictionary Learning

no code implementations10 Nov 2022 Fateme Ghayem, Hanlu Yang, Furkan Kantar, Seung-Jun Kim, Vince D. Calhoun, Tulay Adali

In this paper, we present a new method that leverages ICA and DL for the identification of directly interpretable patterns to discriminate between the HC and Sz groups.

Dictionary Learning

A Learning-from-noise Dilated Wide Activation Network for denoising Arterial Spin Labeling (ASL) Perfusion Images

no code implementations15 May 2020 Danfeng Xie, Yiran Li, Hanlu Yang, Li Bai, Lei Zhang, Ze Wang

The results showed that the learning-from-noise strategy produced better output quality than ASLDN trained with relatively high SNR reference.

Image Denoising

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