Yunchong Liu

机构：Sun Yat-sen University, California University of Pennsylvania, The First Affiliated Hospital, Sun Yat-sen University · ORCID：0009-0001-3334-7065

发表论文 26 篇 · 总被引 288 次 · h-index 10

代表论文

• Trade-offs between machine learning and deep learning for mental illness detection on social media (2025 · Scientific Reports · 被引 53)
• Gut Microbiome-Generated Phenylacetylglutamine from Dietary Protein is Associated with Crohn’s Disease and Exacerbates Colitis in Mouse Model Possibly via Platelet Activation (2023 · Journal of Crohn s and Colitis · 被引 42)
• Machine Learning Approaches for Depression Detection on Social Media: A Systematic Review of Biases and Methodological Challenges. (2025 · Journal of Behavioral Data Science · 被引 39)
• Gut microbial co-metabolite 2-methylbutyrylcarnitine exacerbates thrombosis via binding to and activating integrin α2β1 (2024 · Cell Metabolism · 被引 28)
• Time-restricted feeding ameliorates non-alcoholic fatty liver disease through modulating hepatic nicotinamide metabolism via gut microbiota remodeling (2024 · Gut Microbes · 被引 21)
• A systematic review of machine learning approaches for detecting deceptive activities on social media: methods, challenges, and biases (2025 · International Journal of Data Science and Analytics · 被引 18)