Outcome prediction
Overview of data-synthesis in systematic reviews of studies on outcome prediction models
... Medline was the only database that was searched for relevant reviews. Our intention was to provide an overview of recently published reviews and not to include all rele- vant outcome prediction reviews. ...
10
Strategy selection and outcome prediction in sport using dynamic learning for stochastic processes
... The general purpose of stochastic process modelling is to enable statistical analyses that generate optimal decisions relating to strategy selection and outcome prediction. These analyses are enhanced by ...
11
Scoring systems for outcome prediction in patients with perforated peptic ulcer
... ” outcome prediction ” , “ mortality ” , ” morbidity ” and the combinations of these ...for prediction of morbidity and mortality in PPU ...predict outcome in PPU patients were identified; the ...
10
Integration and comparison of different genomic data for outcome prediction in cancer
... The prognostic values provided by different methods for the same data type were re- markably high suggesting that the algorithm used is a minor source of differences (Fig. 4). However, the observation of the lack of ...
12
Innovative data mining approaches for outcome prediction of trauma patients
... The prediction of trauma patients outcome was a difficult problem to investigate till present ...study, prediction models are built and their ca- pabilities to accurately predict the mortality are ...
8
Pituitary Macroadenoma and Visual Impairment: Postoperative Outcome Prediction with Contrast Enhanced FIESTA
... mine the variables associated with the visual impairment before the operation and postoperative improvement, we used a univar- iate binary logistic regression analysis using generalized estimat- ing equations that ...
6
Sports Data Mining Technology Used in Basketball Outcome Prediction
... Basketball is a valuable area for sports data mining since it already provides a readily available database. Meanwhile, sports data mining has experienced rapid growth and it begins with those sporting enthusiasts who ...
106
Outcome prediction in disorders of consciousness: the role of coma recovery scale revised
... The current literature on the outcome predictors of the emergence from DoC is in its moderate infancy and nowadays reliable markers have not been fully identified [9–21]. After brain injury events, the early ...
8
Outcome prediction in chronic unilateral lumbar radiculopathy: prospective cohort study
... with outcome than psychological fac- tors in sciatica ...as outcome and found that only high leg pain intensity at baseline was strongly associated with subsequent ...
7
A review on football match outcome prediction using Bayesian networks
... BNs prediction model can be used to set benchmark which may assists the managers and players acts with more cautions and prepare the alternative way to beat the opponent that stronger than them such as setting up ...
9
Evolution‐informed modeling improves outcome prediction for cancers
... F I G U R E 2 Graphical representation of the workflow of evolution- informed modeling. (A) Input matrix. Each row represents a sample, with positive samples (i.e., with poor clinical outcomes) labeled as “1” and ...
9
Early EEG contributes to multimodal outcome prediction of postanoxic coma
... Poor outcome occurred in 149 patients ...poor outcome were an unfavorable EEG pattern at 24 hours, absent pupillary light responses at 48 hours, and absent somatosensory evoked potentials at 72 ...
8
Outcome prediction in sepsis: Speckle tracking echocardiography based assessment of myocardial function
... Characterized by hemodynamic distress, severe sepsis is frequently associated with cardiopulmonary dysfunction driven by a cascade of cellular and molecular processes [1]. Myocardial dysfunction occurs frequently, early ...
10
Evolution‐informed modeling improves outcome prediction for cancers
... Treatment outcomes were recorded as complete response or resistance to induction therapy. Each patient was measured on 40 clinical covariates describing demographic, cytogenic, mutation status, and the results of several ...
23
On the feasibility of tilt test outcome early prediction using ECG and pressure parameters
... TTT outcome prediction was intro- duced in [11], combined with ...test outcome (diastolic AP–DAP–did not change significantly), providing a set of results ranges for different analysis: 68-55% ...
7
Prediction modelling for trauma using comorbidity and 'true' 30-day outcome
... trauma outcome prediction model and shown that the incorporation of a modified comorbidity index significantly improves its prediction power (in terms of AuROC and other model performance statistics) ...
23
Prediction of functional outcome in patients with convulsive status epilepticus: the END IT score
... functional outcome data at three months after discharge, but not three months after onset of ...functional outcome is time dependent, it could be influenced by some other factors, ...
10
Toward Patient Tailored Perfusion Thresholds for Prediction of Stroke Outcome
... MATERIALS AND METHODS: CTP within 4.5 hours of acute anterior circulation stroke onset and 5- to 7-day MR imaging were performed for 203 patients with stroke, divided into derivation (n ⫽ 114) and validation (n ⫽ 89) ...
6
Obstetric Doppler studies in prediction of perinatal outcome in intrauterine growth restriction
... The present study noted the significance of Doppler ultrasound studies in patients with IUGR to identify compromised fetuses in utero and to take timely appropriate action. The diagnostic accuracy of umbilical artery S/D ...
7
Comparison of risk-scoring systems in the prediction of outcome after liver resection
... Each of the three techniques shown to be of value has very wide confidence intervals in the prediction of out- come (Fig. 2). The potential risk faced by patients under- going liver surgery is affected by all of ...
7