Xiaoli Liu

机构：Beijing Academy of Artificial Intelligence, Nanfang Hospital, Deyang Stomatological Hospital, NARI Group (China), Henan Provincial People's Hospital, Center for Systems Biology, Qilu Hospital of Shandong University, Hunan Agricultural University, Southern Medical University, Massachusetts Institute of Technology, Beihang University, China Earthquake Administration · ORCID：0000-0001-9592-9020

发表论文 115 篇 · 总被引 1251 次 · h-index 18

代表论文

• Development and Validation of the Sequential Organ Failure Assessment (SOFA)-2 Score (2025 · JAMA · 被引 106)
• Improving the Prognostic Evaluation Precision of Hospital Outcomes for Heart Failure Using Admission Notes and Clinical Tabular Data: Multimodal Deep Learning Model (2024 · Journal of Medical Internet Research · 被引 35)
• Development and validation of machine learning models to predict MDRO colonization or infection on ICU admission by using electronic health record data (2024 · Antimicrobial Resistance and Infection Control · 被引 26)
• Label correlation guided discriminative label feature learning for multi-label chest image classification (2024 · Computer Methods and Programs in Biomedicine · 被引 18)
• Discontinuous Surface Ruptures and Slip Distributions in the Epicentral Region of the 2021 Mw7.4 Maduo Earthquake, China (2024 · Remote Sensing · 被引 7)
• DRL-ECG-HF: Deep reinforcement learning for enhanced automated diagnosis of heart failure with imbalanced ECG data (2025 · Biomedical Signal Processing and Control · 被引 6)