Cargando…

Diagnosis of Early Bacterial Pneumonia and Sepsis After Cardiovascular Surgery: A Diagnostic Prediction Model Based on LASSO Logistic Regression

BACKGROUND: Early postoperative bacterial pneumonia and sepsis (ePOPS), which occurs within the first 48 hours after cardiovascular surgery, is a serious life-threatening complication. Diagnosis of ePOPS is extremely challenging, and the existing diagnostic tools are insufficient. The purpose of thi...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Hai-Tao, Wang, Kuo, Li, Ze-Shi, Wang, Chuang-Shi, Han, Xi-Kun, Chen, Wei, Fan, Fu-Dong, Pan, Jun, Zhou, Qing, Cao, Hai-Long, Pan, Hao-Dong, Hafu, Xiateke, Li, Chen, Fan, Guo-Liang, Pan, Tuo, Wang, Dong-Jin, Wang, Wei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Dove 2023
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10503509/ https://www.ncbi.nlm.nih.gov/pubmed/37719939 http://dx.doi.org/10.2147/JIR.S423683

Ejemplares similares

Dietary Intake and Asthma in Preschoolers: A Logistic Lasso Regression Analysis
por: Qu, Yangming, et al.
Publicado: (2022)

Bayesian Lasso and multinomial logistic regression on GPU
por: Češnovar, Rok, et al.
Publicado: (2017)

Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble
por: Wang, Hong, et al.
Publicado: (2015)

Logistic LASSO Regression for Dietary Intakes and Breast Cancer
por: McEligot, Archana J., et al.
Publicado: (2020)

Applying logistic LASSO regression for the diagnosis of atypical Crohn's disease
por: Li, Ying, et al.
Publicado: (2022)

Rice Seed Purity Identification Technology Using Hyperspectral Image with LASSO Logistic Regression Model
por: Liu, Weihua, et al.
Publicado: (2021)

Analysis of Knowledge, Attitude and Practice of Hepatitis B Among Freshmen in Jiangsu Based on Lasso-Logistic Regression and Structural Equation Model
por: Tu, Fulai, et al.
Publicado: (2022)

Empirical Bayesian LASSO-logistic regression for multiple binary trait locus mapping
por: Huang, Anhui, et al.
Publicado: (2013)

Fisher discriminant model based on LASSO logistic regression for computed tomography imaging diagnosis of pelvic rhabdomyosarcoma in children
por: Tian, Lu, et al.
Publicado: (2022)

A nomogram for evaluation and analysis of difficulty in retroperitoneal laparoscopic adrenalectomy: A single-center study with prospective validation using LASSO-logistic regression
por: Sun, Shiwei, et al.
Publicado: (2022)

Diagnosis of infection after cardiovascular surgery (DICS): a study protocol for developing and validating a prediction model in prospective observational study
por: Zhang, Hai-Tao, et al.
Publicado: (2021)

The low-dose colchicine in patients after non-CABG cardiac surgery: a randomized controlled trial
por: Pan, Tuo, et al.
Publicado: (2023)

Evaluation of the significance of interleukin-6 in the diagnosis of postoperative pneumonia: a prospective study
por: Chen, Wei, et al.
Publicado: (2022)

Development and validation of a novel defined mutation classifier based on Lasso logistic regression for predicting the overall survival of immune checkpoint inhibitor therapy in renal cell carcinoma
por: Chen, Minyu, et al.
Publicado: (2023)

Novel score for predicting early emergency endovascular therapy in trauma care using logistic LASSO regression
por: Yokoyama, Taro, et al.
Publicado: (2022)

Association between number of medications and hip fractures in Japanese elderly using conditional logistic LASSO regression
por: Uematsu, Takuya, et al.
Publicado: (2023)

Research on time series characteristics of the gas drainage evaluation index based on lasso regression
por: Song, Shuang, et al.
Publicado: (2021)

MiRNA-based model for predicting the TMB level in colon adenocarcinoma based on a LASSO logistic regression method
por: Li, Zhengtian, et al.
Publicado: (2021)

Logistic LASSO regression for the diagnosis of breast cancer using clinical demographic data and the BI-RADS lexicon for ultrasonography
por: Kim, Sun Mi, et al.
Publicado: (2018)

Logistic Bayesian LASSO for detecting association combining family and case-control data
por: Zhou, Xiaofei, et al.
Publicado: (2018)

Logistic regression analysis on risk factors of augmented vertebra recompression after percutaneous vertebral augmentation
por: An, Zhongcheng, et al.
Publicado: (2021)

Evaluation of logistic Bayesian LASSO for identifying association with rare haplotypes
por: Biswas, Swati, et al.
Publicado: (2014)

Chrom-Lasso: a lasso regression-based model to detect functional interactions using Hi-C data
por: Lu, Jingzhe, et al.
Publicado: (2021)

Ultrasound parameters associated with stroke in patients with moyamoya disease: a logistic regression analysis
por: Zheng, Shuai, et al.
Publicado: (2022)

Risk factors for mortality in patients undergoing continuous renal replacement therapy after cardiac surgery
por: Liu, Chang, et al.
Publicado: (2021)

A novel logistic regression model combining semi-supervised learning and active learning for disease classification
por: Chai, Hua, et al.
Publicado: (2018)

An In-Hospital Mortality Risk Model for Elderly Patients Undergoing Cardiac Valvular Surgery Based on LASSO-Logistic Regression and Machine Learning
por: Zhu, Kun, et al.
Publicado: (2023)

Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent
por: Klosa, Jan, et al.
Publicado: (2020)

PCLassoLog: A protein complex-based, group Lasso-logistic model for cancer classification and risk protein complex discovery
por: Wang, Wei, et al.
Publicado: (2022)

XGBoost algorithm and logistic regression to predict the postoperative 5-year outcome in patients with glioma
por: Yan, Zhiqiang, et al.
Publicado: (2022)

Comparison of Prediction Models for Acute Kidney Injury Among Patients with Hepatobiliary Malignancies Based on XGBoost and LASSO-Logistic Algorithms
por: Zhang, Yunlu, et al.
Publicado: (2021)

Evaluation of low-dose colchicine in patients with cardiopulmonary bypass: study protocol for a randomised controlled trial
por: Zhang, He, et al.
Publicado: (2022)

Bilirubin adsorption versus plasma exchange for hyperbilirubinemia in patients after cardiac surgery: a retrospective study
por: Pan, Ke, et al.
Publicado: (2021)

Logistic regression models of cytokines in differentiating vitreoretinal lymphoma from uveitis
por: Tian, Sha, et al.
Publicado: (2022)

The evaluation of levosimendan in patients with acute myocardial infarction related ventricular septal rupture undergoing cardiac surgery: a prospective observational cohort study with propensity score analysis
por: Li, Ze-Shi, et al.
Publicado: (2022)

The prediction of live weight of hair goats through penalized regression methods: LASSO and adaptive LASSO
por: Akkol, Suna
Publicado: (2018)

Evaluation of β-blocker therapy for long-term outcomes in patients with low ejection fraction after cardiac surgery
por: Fan, Fu-Dong, et al.
Publicado: (2020)

LASSO Regression-Based Diagnosis of Acute ST-Segment Elevation Myocardial Infarction (STEMI) on Electrocardiogram (ECG)
por: Wu, Lin, et al.
Publicado: (2022)

Non-contact screening system based for COVID-19 on XGBoost and logistic regression
por: Dong, Chunjiao, et al.
Publicado: (2022)

Supporting Regularized Logistic Regression Privately and Efficiently
por: Li, Wenfa, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_1baad96tqbmjfj3h3p1u5mdkk8