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Zhicheng Guo

A supervised machine learning semantic segmentation approach for detecting artifacts in plethysmography signals from wearables
2021 · Zhicheng Guo, Cheng Ding, et al. · Physiological Measurement · 42
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Improving Clinician Performance in Classifying EEG Patterns on the Ictal–Interictal Injury Continuum Using Interpretable Machine Learning
2024 · Alina Jade Barnett, Zhicheng Guo, et al. · NEJM AI · 34
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SiamQuality: a ConvNet-based foundation model for photoplethysmography signals
2024 · Cheng Ding, Zhicheng Guo, et al. · Physiological Measurement · 24
Integrated Single-cell Multiomic Analysis of HIV Latency Reversal Reveals Novel Regulators of Viral Reactivation
2024 · Manickam Ashokkumar, Wenwen Mei, et al. · Genomics Proteomics & Bioinformatics · 19
Sparse learned kernels for interpretable and efficient medical time series processing
2024 · Sully F. Chen, Zhicheng Guo, et al. · Nature Machine Intelligence · 17
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Accumulation mechanism of metabolite markers identified by machine learning between Qingyuan and Xiushui counties in Polygonatum cyrtonema Hua
2024 · Qiqi Gong, Jianfeng Yu, et al. · BMC Plant Biology · 11
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Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms
2024 · Cheng Ding, Zhicheng Guo, et al. · IEEE Journal of Biomedical and Health Informatics · 8
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Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
2025 · Jon Donnelly, Zhicheng Guo, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 4
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Improving Atrial Fibrillation Detection Using a Shared Latent Space for ECG and PPG Signals
2025 · Zhicheng Guo, Cheng Ding, et al. · Harvard Data Science Review · 4
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection
2023 · Guo, Zhicheng, Ding, Cheng, et al. · arXiv (Cornell University) · 4
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SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals
2024 · Ding, Cheng, Guo, Zhicheng, et al. · arXiv (Cornell University) · 1
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Auricular acupuncture for insomnia in female patients with non-metastatic breast cancer: study protocol for a multicenter, randomized, controlled clinical trial
2026 · Lumin Liu, Shihan Jiang, et al. · Frontiers in Psychiatry
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[Zishen Tongfu acupuncture for elderly functional constipation of yin deficiency: a randomized controlled trial].
2026 · Junwei Hu, Ping Yin, et al. · PubMed
Electroacupuncture for Menstrual‐Related Migraine: Protocol for a Multicenter Single‐Blinded Randomized Controlled Trial
2026 · Shihan Jiang, Qing Ye, et al. · Pain Research and Management
A principal-agent chain under time inconsistency and Q-Learning
2025 · Zhicheng Guo, Chuan Ding · SSRN Electronic Journal
"What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts
2024 · Babbar, Varun, Guo, Zhicheng, et al. · arXiv (Cornell University)
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Reconsideration on evaluation of machine learning models in continuous monitoring using wearables
2023 · Ding, Cheng, Guo, Zhicheng, et al. · arXiv (Cornell University)
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Accumulation Mechanism of Metabolites Markers Identified by Machine Learning between Qingyuan and Xiushui Counties in Polygonatum Cyrtonema Hua
2023 · Qiqi Gong, Jianfeng Yu, et al. · SSRN Electronic Journal
PP 1.33 – 00167 Integrated single-cell multi-omic profiling of HIV latency reversal
2022 · A. Manickam, J. Peterson, et al. · Journal of Virus Eradication
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Integrated single-cell multiomic analysis of HIV latency reversal reveals novel regulators of viral reactivation
2022 · Ashokkumar Manickam, Jackson J Peterson, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Works count: 20
Citation count: 168
H-index: 7
I10-index: 6
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