Arthritis &Rheumatology, EarlyView.Objective Systemic lupus erythematosus (SLE) shows clinical and molecular heterogeneity, and cardiovascular (CV) complications and lupus nephritis (LN) remain leading causes of morbidity and mortality. This study investigated whether omic profiling can reveal molecular endotypes linked to these outcomes.
Tomás Cerdó +84 more
wiley +1 more source
XGBoost algorithm and logistic regression to predict the postoperative 5-year outcome in patients with glioma. [PDF]
Ann Transl Med, 2022 Yan Z +5 more
europepmc +1 more source
Arthritis &Rheumatology, EarlyView.Objective To develop, externally validate, and simplify a machine learning model to predict remission between 6 and 24 months in patients with rheumatoid arthritis (RA) initiating tumor necrosis factor inhibitors, JAK inhibitors, interleukin‐6 inhibitors, abatacept, or rituximab using data from 11 international registries in the JAK‐pot collaboration ...
Zubeyir Salis +22 more
wiley +1 more source
Development and Validation of an XGBoost-Algorithm-Powered Survival Model for Predicting In-Hospital Mortality Based on 545,388 Isolated Severe Traumatic Brain Injury Patients from the TQIP Database. [PDF]
J Pers Med, 2023 Cao Y +4 more
europepmc +1 more source
XGBoost Algorithm under Differential Privacy Protection
Journal of Information Hiding and Privacy Protection, 2021 Yuanmin Shi +3 more
openaire +1 more source
Arthritis &Rheumatology, EarlyView.Objective Disease activity plays a central role in rheumatoid arthritis (RA) clinical studies. The inconsistent availability of data on disease activity in real‐world electronic health records (EHRs) data has limited the ability to generate real‐world evidence (RWE).
David Cheng +34 more
wiley +1 more source
A predictive model for PICC-related thrombosis in sepsis patients using XGBoost algorithm. [PDF]
Sci RepHao W, She TY, Yuan ZN, Liu LN, Qin HL.
europepmc +1 more source
Prediction Model of Postoperative Severe Hypocalcemia in Patients with Secondary Hyperparathyroidism Based on Logistic Regression and XGBoost Algorithm. [PDF]
Comput Math Methods Med, 2022 Ding C, Guo Y, Mo Q, Ma J.
europepmc +1 more source
Journal of the Association for Information Science and Technology, EarlyView.Abstract The integrity of scholarly communication depends critically on the accuracy and verifiability of cited references. Citations enable readers to trace prior work, assess evidence, and situate new contributions within the existing literature. However, concerns have emerged regarding the presence of references in published papers that cannot be ...
Chengcheng Han +3 more
wiley +1 more source
Research on Early-Age Shrinkage and Prediction Model of Ultra-High-Performance Concrete Based on the BO-XGBoost Algorithm. [PDF]
Materials (Basel)Luo F, Wang J, Zhu C, Yang J.
europepmc +1 more source