A severity measurement system for obstructive sleep apnea discrimination using a single ECG signal. - Lili Chen; Xi Zhang 006; Changyue Song (CASE, 2013)

An Automatic Screening Approach for Obstructive Sleep Apnea Diagnosis Based on Single-Lead Electrocardiogram. - Lili Chen; Xi Zhang 006; Changyue Song (IEEE Trans Autom. Sci. Eng., 2015)

An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals. - Changyue Song; Kaibo Liu; Xi Zhang 006; Lili Chen; Xiaochen Xian (IEEE Trans. Biomed. Eng., 2016)

Optimize the Signal Quality of the Composite Health Index via Data Fusion for Degradation Modeling and Prognostic Analysis. - Kaibo Liu; Abdallah A. Chehade; Changyue Song (IEEE Trans Autom. Sci. Eng., 2017)

Integration of Data-Level Fusion Model and Kernel Methods for Degradation Modeling and Prognostic Analysis. - Changyue Song; Kaibo Liu; Xi Zhang 006 (IEEE Trans. Reliab., 2018)

A generic framework for multisensor degradation modeling based on supervised classification and failure surface. - Changyue Song; Kaibo Liu; Xi Zhang 006 (IISE Trans., 2019)

A Generic Health Index Approach for Multisensor Degradation Modeling and Sensor Selection. - Minhee Kim; Changyue Song; Kaibo Liu (IEEE Trans Autom. Sci. Eng., 2019)

Collusion Detection and Ground Truth Inference in Crowdsourcing for Labeling Tasks. - Changyue Song; Kaibo Liu; Xi Zhang 006 (J. Mach. Learn. Res., 2021)

Individualized Degradation Modeling and Prognostics in a Heterogeneous Group via Incorporating Intrinsic Covariate Information. - Minhee Kim; Changyue Song; Kaibo Liu (IEEE Trans Autom. Sci. Eng., 2022)

Building Local Models for Flexible Degradation Modeling and Prognostics. - Changyue Song; Ziqian Zheng; Kaibo Liu (IEEE Trans Autom. Sci. Eng., 2022)

Flexible Degradation Modeling via the Integration of Local Models and Importance Sampling. - Di Wang 019; Andi Wang 001; Changyue Song (IEEE Trans. Instrum. Meas., 2024)

Joint Learning of Failure Mode Recognition and Prognostics for Degradation Processes. - Di Wang 019; Xiaochen Xian; Changyue Song (IEEE Trans Autom. Sci. Eng., 2024)

Weakly Supervised Deep Learning for Monitoring Sleep Apnea Severity Using Coarse-Grained Labels. - Xin Zan; Di Wang 019; Changyue Song; Feng Liu 011; Xiaochen Xian; Richard Berry (IEEE Trans Autom. Sci. Eng., 2025)