Machine learning models for prediction of invasion Klebsiella pneumoniae liver abscess syndrome in diabetes mellitus: a singled centered retrospective study
暂无分享,去创建一个
F. Hua | Jia Di | Chengyi Feng | Shufang Jiang | Xuemei Li
[1] Tijing Cai,et al. Gravity-Matching Algorithm Based on K-Nearest Neighbor , 2022, Sensors.
[2] Jingye Cai,et al. Medical image segmentation model based on triple gate MultiLayer perceptron , 2022, Scientific Reports.
[3] Z. Chang,et al. Development and validation of a prediction model based on clinical and CT features for invasiveness of K. pneumoniae liver abscess , 2022, European Radiology.
[4] Chenjing Zhang,et al. Klebsiella pneumoniae invasion syndrome: a case of liver abscess combined with lung abscess, endophthalmitis, and brain abscess , 2022, The Journal of international medical research.
[5] C. Sokol,et al. A decision tree model for neuroimmune guidance of allergic immunity , 2021, Immunology and cell biology.
[6] Min Peng,et al. Clinical features and development of Sepsis in Klebsiella pneumoniae infected liver abscess patients: a retrospective analysis of 135 cases , 2021, BMC Infectious Diseases.
[7] Kai Wang,et al. Predicting 30-days mortality for MIMIC-III patients with sepsis-3: a machine learning approach using XGboost , 2020, Journal of translational medicine.
[8] Rahul D. Pawar,et al. Variation in SOFA (Sequential Organ Failure Assessment) Score Performance in Different Infectious States , 2020, Journal of intensive care medicine.
[9] Conglei Li,et al. Crosstalk Between Platelets and Microbial Pathogens , 2020, Frontiers in Immunology.
[10] Hui-Min Song,et al. Analysis of the clinical characteristics of 202 patients with liver abscess associated with diabetes mellitus and biliary tract disease , 2020, The Journal of international medical research.
[11] S. Surani,et al. Invasive liver abscess syndrome caused by Klebsiella pneumoniae: first Tanzanian experience , 2020, The Pan African medical journal.
[12] Shuhua Zheng,et al. Klebsiella pneumoniae invasive syndrome in a diabetic patient with gallbladder abscess , 2020, Clinical case reports.
[13] Chengliang Zhao,et al. Diagnostic and prognostic nomograms for bone metastasis in hepatocellular carcinoma , 2020, BMC Cancer.
[14] Rongqian Wu,et al. Clinical Features and Prognosis of Gas-Forming and Non-Gas-Forming Pyogenic Liver Abscess: A Comparative Study. , 2020, Surgical infections.
[15] Hugh Chen,et al. From local explanations to global understanding with explainable AI for trees , 2020, Nature Machine Intelligence.
[16] G. Gores,et al. Primary Sclerosing Cholangitis Risk Estimate Tool (PREsTo) Predicts Outcomes of the Disease: A Derivation and Validation Study Using Machine Learning , 2020, Hepatology.
[17] J. Sohn,et al. Characteristics of Klebsiella pneumoniae Isolates from Stool Samples of Patients with Liver Abscess Caused by Hypervirulent K. pneumoniae , 2019, Journal of Korean medical science.
[18]
Shenglong Zhou,et al.
Support Vector Machine Classifier via
[19] Xiucai Zhang,et al. Clinical, microbiological, and molecular epidemiological characteristics of Klebsiella pneumoniae-induced pyogenic liver abscess in southeastern China , 2019, Antimicrobial Resistance & Infection Control.
[20] Jianxin Pan,et al. Tuning model parameters in class‐imbalanced learning with precision‐recall curve , 2018, Biometrical journal. Biometrische Zeitschrift.
[21] Seok-Gu Kang,et al. Radiomic MRI Phenotyping of Glioblastoma: Improving Survival Prediction. , 2018, Radiology.
[22] Jie Peng,et al. A comparison of pyogenic liver abscess in patients with or without diabetes: a retrospective study of 246 cases , 2018, BMC Gastroenterology.
[23] K. Malecki,et al. Using recursive feature elimination in random forest to account for correlated variables in high dimensional data , 2018, BMC Genetics.
[24] J. Jun. Klebsiella pneumoniae Liver Abscess , 2018, Infection & chemotherapy.
[25] Henry E. Wang,et al. Sequential Organ Failure Assessment Component Score Prediction of In-hospital Mortality From Sepsis , 2018, Journal of intensive care medicine.
[26] G. Boccia,et al. Sepsis and septic shock: New definitions, new diagnostic and therapeutic approaches. , 2017, Journal of global antimicrobial resistance.
[27] Katsuya Chinen. Klebsiella pneumoniae liver abscess , 2017, Journal of general and family medicine.
[28] W. Meurer,et al. Logistic Regression Diagnostics: Understanding How Well a Model Predicts Outcomes , 2017, JAMA.
[29] H. Bitterman,et al. Hemoglobin levels and blood transfusion in patients with sepsis in Internal Medicine Departments , 2016, BMC Infectious Diseases.
[30] Jing-Fu Qiu,et al. Distribution of common pathogens in patients with pyogenic liver abscess in China: a meta-analysis , 2016, European Journal of Clinical Microbiology & Infectious Diseases.
[31] M. Radomski,et al. Sepsis-associated thrombocytopenia. , 2016, Thrombosis research.
[32] K. Borgwardt,et al. Machine Learning in Medicine , 2015, Mach. Learn. under Resour. Constraints Vol. 3.
[33] Armando Carvalho,et al. Prognostic value of plasma D-dimer level in adults with community-acquired pneumonia: a prospective study. , 2015, Revista portuguesa de pneumologia.
[34] Takaya Saito,et al. The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets , 2015, PloS one.
[35] Tatjana Pejčić,et al. Role of D-dimer in predicting mortality in patients with community-acquired pneumonia. , 2014, Medicinski glasnik : official publication of the Medical Association of Zenica-Doboj Canton, Bosnia and Herzegovina.
[36] D. J. Kim,et al. Liver abscess due to Klebsiella pneumoniae: Risk factors for metastatic infection , 2014, Scandinavian journal of infectious diseases.
[37] Yi-Tsung Lin,et al. Klebsiella pneumoniae liver abscess in diabetic patients: association of glycemic control with the clinical characteristics , 2013, BMC Infectious Diseases.
[38] C. Amadio,et al. Appearance of Klebsiella Pneumoniae Liver Abscess Syndrome in Argentina: Case Report and Review of Molecular Mechanisms of Pathogenesis , 2011, The open microbiology journal.
[39] G. Kaplan,et al. A Population-Based Study of Pyogenic Liver Abscesses in the United States: Incidence, Mortality, and Temporal Trends , 2010, The American Journal of Gastroenterology.
[40] Luan-Yin Chang,et al. Pyogenic Liver Abscess as Endemic Disease, Taiwan , 2008, Emerging infectious diseases.
[41] S. Rigatti. Random Forest. , 2017, Journal of insurance medicine.
[42] S. Park,et al. Risk factor analysis of invasive liver abscess caused by the K1 serotype Klebsiella pneumoniae , 2008, European Journal of Clinical Microbiology & Infectious Diseases.
[43] Hilde van der Togt,et al. Publisher's Note , 2003, J. Netw. Comput. Appl..