Systematic review on missing data imputation techniques with machine learning algorithms for healthcare
Missing data is one of the most common issues encountered in data cleaning process
especially when dealing with medical dataset. A real collected dataset is prone to be …
especially when dealing with medical dataset. A real collected dataset is prone to be …
Develo** clinical prediction models: a step-by-step guide
Predicting future outcomes of patients is essential to clinical practice, with many prediction
models published each year. Empirical evidence suggests that published studies often have …
models published each year. Empirical evidence suggests that published studies often have …
Bacterial sensitivity to chlorhexidine and povidone-iodine antiseptics over time: A systematic review and meta-analysis of human-derived data
Surgical site infection (SSI) is the most common complication of surgery, increasing
healthcare costs and hospital stay. Chlorhexidine (CHX) and povidone-iodine (PVI) are …
healthcare costs and hospital stay. Chlorhexidine (CHX) and povidone-iodine (PVI) are …
Can effective classroom behavior management increase student achievement in middle school? Findings from a group randomized trial.
This cluster randomized controlled trial evaluated the efficacy of the CHAMPS classroom
management program on the social behavioral and academic outcomes of a large diverse …
management program on the social behavioral and academic outcomes of a large diverse …
Discharge after hip fracture surgery by mobilisation timing: secondary analysis of the UK National Hip Fracture Database
Objective To determine whether mobilisation timing was associated with the cumulative
incidence of hospital discharge by 30 days after hip fracture surgery, accounting for potential …
incidence of hospital discharge by 30 days after hip fracture surgery, accounting for potential …
Generating missing values for simulation purposes: a multivariate amputation procedure
Missing data form a ubiquitous problem in scientific research, especially since most
statistical analyses require complete data. To evaluate the performance of methods dealing …
statistical analyses require complete data. To evaluate the performance of methods dealing …
Association of epidural analgesia in women in labor with neonatal and childhood outcomes in a population cohort
Importance Although use of epidural analgesia during labor is safe, detailed information
about its association with neonatal and child outcomes is limited. Objective To investigate …
about its association with neonatal and child outcomes is limited. Objective To investigate …
The incredible years teacher classroom management program: Outcomes from a group randomized trial
This group randomized controlled trial (RCT) evaluated the efficacy of the Incredible Years
Teacher Classroom Management Program (IY TCM) on student social behavioral and …
Teacher Classroom Management Program (IY TCM) on student social behavioral and …
Associations of potential plasma biomarkers with suicide attempt history, current suicidal ideation and subsequent suicidal events in patients with depression: a …
A growing body of evidences suggests that suicidal ideation (SI) and suicidal behaviors
have biological bases. However, no biological marker is currently available to evaluate the …
have biological bases. However, no biological marker is currently available to evaluate the …
'Going the distance': an independent cohort study of engagement and dropout among the first 100 000 referrals into a large-scale diabetes prevention program
Introduction Diabetes prevention programs (DPPs) are effective, in a pre-diabetic
population, in reducing weight, lowering glycated hemoglobin and slowing the progression …
population, in reducing weight, lowering glycated hemoglobin and slowing the progression …