Yi Chang - Publications

Associations between self-reported interoception and resting-state EEG markers in panic disorder: heartbeat-evoked potentials and spectral power.

Journal: BMC psychology

Published: March 19, 2026

Digital multi-modal approaches to subtyping insomnia disorder (DIMOSI): study design, rationale, digital platform, and preliminary baseline characteristics of a national prospective cohort study.

Journal: BMC psychiatry

Published: September 24, 2025

Heartbeat evoked potential and spectral analysis in patients with panic disorder during resting state.

Journal: Psychiatry research. Neuroimaging

Published: April 13, 2025

Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection.

Journal: IEEE journal of biomedical and health informatics

Published: July 16, 2024

Impaired implicit emotion regulation in patients with panic disorder: An event-related potential study on affect labeling.

Journal: World journal of psychiatry

Published: September 30, 2023

A Federated Learning Paradigm for Heart Sound Classification.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022

Shared and Unshared Feature Extraction in Major Depression During Music Listening Using Constrained Tensor Factorization.

Journal: Frontiers in human neuroscience

Published: October 21, 2021

Identifying Oscillatory Hyperconnectivity and Hypoconnectivity Networks in Major Depression Using Coupled Tensor Decomposition.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: September 09, 2021

Response to Discussion on Y. Zhu, X. Wang, K. Mathiak, P. Toiviainen, T. Ristaniemi, J. Xu, Y. Chang and F. Cong, Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression, International Journal of Neural Systems, Vol. 31, No. 3 (2021) 2150001 (14 pages).

Journal: International journal of neural systems

Published: February 05, 2021

Neural basis of implicit cognitive reappraisal in panic disorder: an event-related fMRI study.

Journal: Journal of translational medicine

Published: January 11, 2021

Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression.

Journal: International journal of neural systems

Published: December 23, 2020

Altered resting-state network connectivity in panic disorder: an independent ComponentAnalysis.

Journal: Brain imaging and behavior

Published: August 05, 2020