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2025	Nonlinear association between hematocrit levels and short-term all-cause mortality in ICU patients with acute pancreatitis: insights from a retrospective cohort study BMC Gastroenterology Li-Juan Zou, Hang Ruan, Yong-Sheng Li
2025	The predictive value of SOFA and APSIII scores for 28-day mortality risk in SIMI: a cohort study based on the MIMIC-IV database Frontiers in Cellular and Infection Microbiology Chang Liu, Hao Wang, Chenyang Liu, Min Cao
2025	The Predictive Value of Multiple Scoring Systems for Organ Failure in Acute Severe Pancreatitis Journal of Clinical Personalized Medicine 宸菘张
2025	Comparison of Intensive Care Scoring Systems in Predicting Overall Mortality of Sepsis Diagnostics Mustafa Ozgur Cirik, Guler Eraslan Doganay, Melek Doganci, Tarkan Ozdemir, Murat Yildiz, Abdullah Kahraman, Seray Hazer, Mehtap Tunc, Kerem Ensarioglu, Azra Ozanbarci, Oral Mentes
2025	Comparison of different scoring systems for predicting 28-day mortality in critically ill patients with acute pancreatitis: a retrospective cohort study Scandinavian Journal of Gastroenterology Zeyu Zhang, Zheng Wang, Fei Li, Xing Liu
2025	The association between Oxford Acute Severity of Illness Score and mortality in critical hemorrhagic stroke patients: a retrospective cohort study Scientific Reports Yuan Jiang, Shuying Qiu, Qianyi Peng, Li Huang, Lina Zhang
2025	The prognostic value of pulmonary hypertension in intensive care unit patients from Beth Israel Deaconess Medical Center (BIDMC) Journal of Cardiothoracic Surgery Huibiao Deng, Peng Wang, Minxing Liu
2024	Exploring the utility of a latent variable as comprehensive inflammatory prognostic index in critically ill patients with cerebral infarction Frontiers in Neurology Chang Shu, Chenguang Zheng, Guobin Zhang
2024	An interpretable machine learning model for predicting 28-day mortality in patients with sepsis-associated liver injury PLOS ONE Chengli Wen, Xu Zhang, Yong Li, Wanmeng Xiao, Qinxue Hu, Xianying Lei, Tao Xu, Sicheng Liang, Xiaolan Gao, Chao Zhang, Zehui Yu, Muhan Lü
2024	Predictive Value of Multiple Scoring Systems in the Prognosis of Septic Patients with Different Infection Sites: Analysis of the Medical Information Mart for the Intensive Care IV Database Biomedicines Di Zhang, Changyong Wang, Qianfeng Li, Yi Zhu, Handong Zou, Guang Li, Liying Zhan
2024	The value of five scoring systems in predicting the prognosis of patients with sepsis-associated acute respiratory failure Scientific Reports Shiqin Fan, Jing Ma
2024	Prognostic significance of blood immune cells in children with sepsis and establishment of a predictive model for PICU mortality: a retrospective study Frontiers in Pediatrics Mulan He, Qiuxia Meng, Zhixin Wei, Zhiyong Yang
2024	Comparison of different intensive care scoring systems and Glasgow Aneurysm score for aortic aneurysm in predicting 28-day mortality: a retrospective cohort study from MIMIC-IV database BMC Cardiovascular Disorders Hui Wang, Sensen Wu, Dikang Pan, Yachan Ning, Yang Li, Chunjing Feng, Jianming Guo, Zichuan Liu, Yongquan Gu
2024	Nucleated red blood cell distribution in critically ill patients with acute pancreatitis: a retrospective cohort study BMC Gastroenterology Huan-qin Liu, Guan-qun Wang, Cheng-shuang Zhang, Xia Wang, Ji-kui Shi, Feng Qu, Hang Ruan
2024	Research Progress in the Prognostic Assessment of Sepsis Advances in Clinical Medicine 宇姚
2023	Predictive value of the Oxford Acute Severity of Illness Score in acute stroke patients with stroke-associated pneumonia Frontiers in Neurology Ximei Wang, Jianhua Xia, Yanhua Shan, Yang Yang, Yun Li, Haiyan Sun
2023	Vitamin D supplementation is beneficial in improving the prognosis of patients with acute respiratory failure in the intensive care unit: a retrospective study based on the MIMIC-IV database Frontiers in Medicine Song Hu, Qian He, Jun Xie, Hui Liu, Rong Zhou, Chong Li
2023	Urine output for predicting in-hospital mortality of intensive care patients with cardiogenic shock Heliyon Tianyang Hu, Rongzhong Huang
2023	Prognostic impact of blood urea nitrogen to albumin ratio on patients with sepsis: a retrospective cohort study Scientific Reports Yuhe Wang, Shan Gao, Lei Hong, Tingting Hou, Huihui Liu, Meng Li, Shu Yang, Yong Zhang
2022	Predicting medical events and ICU requirements using a multimodal multiobjective transformer network Experimental Biology and Medicine Sudeshna Jana, Tirthankar Dasgupta, Lipika Dey
2022	Simplified acute physiology score III is excellent for predicting in-hospital mortality in coronary care unit patients with acute myocardial infarction: A retrospective study Frontiers in Cardiovascular Medicine Xiaoyu Zheng, Tianyang Hu, Tingrong Liu, Wei Wang
2022	No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis Frontiers in Immunology Junnan Peng, Rui Tang, Qian Yu, Daoxin Wang, Di Qi
2022	Clinical characteristics and risk factors associated with ICU-acquired infections in sepsis: A retrospective cohort study Frontiers in Cellular and Infection Microbiology Yajun He, Jiqian Xu, Xiaopu Shang, Xiangzhi Fang, Chenggang Gao, Deyi Sun, Lu Yao, Ting Zhou, Shangwen Pan, Xiaojing Zou, Huaqing Shu, Xiaobo Yang, You Shang
2022	SAPS III is superior to SOFA for predicting 28-day mortality in sepsis patients based on Sepsis 3.0 criteria International Journal of Infectious Diseases Youfeng Zhu, Rui Zhang, Xiaoling Ye, Houqiang Liu, Jianrui Wei
2022	Development of an Interpretable, Multivariable, Machine Learning Model for Clinical Decision Support on Mortality Prediction of People Admitted to Intensive Care Units SSRN Electronic Journal Alvaro M. Gonzalez-Ibañez, Pablo A. Rojas-Salinas, Ernesto Frodden, Matías Jaureguiberry-Bravo, Matías Jara
2022	The predictive value of the Oxford Acute Severity of Illness Score for clinical outcomes in patients with acute kidney injury Renal Failure Na Wang, Meiping Wang, Li Jiang, Bin Du, Bo Zhu, Xiuming Xi
2022	Association between red blood cell distribution width to albumin ratio and prognosis of patients with sepsis: A retrospective cohort study Frontiers in Nutrition Weigan Xu, Jianyang Huo, Guojun Chen, Kangyi Yang, Zuhua Huang, Lina Peng, Jingtao Xu, Jun Jiang
2022	A Novel Nomogram for Predicting Morbidity Risk in Patients with Secondary Malignant Neoplasm of Bone and Bone Marrow: An Analysis Based on the Large MIMIC-III Clinical Database International Journal of General Medicine Guiqiang Miao, Zhaohui Li, Linjian Chen, Wenyong Li, Guobo Lan, Qiyuan Chen, Zhen Luo, Ruijia Liu, Xiaodong Zhao
2021	Preoperative Glucose-to-Lymphocyte Ratio is an Independent Predictor for Acute Kidney Injury After Cardiac Surgery in Patients in Intensive Care Unit International Journal of General Medicine Lu Li, Gaorui Zou, Jie Liu
2021	The Relationship Between Prognostic Nutritional Index and All-Cause Mortality in Critically Ill Patients: A Retrospective Study International Journal of General Medicine Yan Lu, Chaoxiang Ren, Jinwen Jiang
2021	Association between lactate/albumin ratio and all-cause mortality in patients with acute respiratory failure: A retrospective analysis PLOS ONE Yan Lu, Haoyang Guo, Xuya Chen, Qiaohong Zhang
2021	Risk factor identification and predictive models for central line requirements for patients on vasopressors Anaesthesia and Intensive Care Adrian D Haimovich, Ruoyi Jiang, Richard A Taylor, Justin B Belsky
2020	Prognostic role of red blood cell distribution width in patients with sepsis: a systematic review and meta-analysis BMC Immunology Lin Zhang, Cui-hua Yu, Kuan-peng Guo, Cai-zhi Huang, Li-ya Mo
2020	A statistically rigorous deep neural network approach to predict mortality in trauma patients admitted to the intensive care unit Journal of Trauma and Acute Care Surgery Fahad Shabbir Ahmed, Liaqat Ali, Bellal A. Joseph, Asad Ikram, Raza Ul Mustafa, Syed Ahmad Chan Bukhari
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