Muxuan Liang

机构：The University of Texas MD Anderson Cancer Center, University of Florida Health, University of Florida, Florida College · ORCID：0000-0002-1351-7928

发表论文 89 篇 · 总被引 1096 次 · h-index 15

代表论文

• Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation (2025 · IEEE Journal of Biomedical and Health Informatics · 被引 70)
• Artificial Intelligence in Oncology: A 10-Year ClinicalTrials.gov-Based Analysis Across the Cancer Control Continuum (2025 · Cancers · 被引 3)
• Investigation of the causal relationship between patient portal utilization and patient’s self-care self-efficacy and satisfaction in care among patients with cancer (2025 · BMC Medical Informatics and Decision Making · 被引 3)
• Patient and nodule characteristics associated with adherence to lung cancer screening in a large integrated healthcare system (2025 · Scientific Reports · 被引 2)
• Bootstrap-enhanced regularization addressing multicollinearity and skewness in high-dimensional immunophenotyping data (2026 · BMC Bioinformatics)
• An Interpretable Deep Learning Framework for Discovery and Clinical Validation of Deep Radiomic Signatures in Tumor Classification (2026 · arXiv (Cornell University))