Tópico 51

Palavras

model ( 2341 )
predict ( 2261 )
use ( 1141 )
curv ( 810 )
data ( 747 )
variabl ( 592 )
regress ( 575 )
area ( 539 )
characterist ( 532 )
oper ( 409 )
specif ( 394 )
auc ( 363 )
valu ( 361 )
develop ( 353 )
perform ( 338 )
select ( 322 )
base ( 317 )
roc ( 309 )
valid ( 301 )
sensit ( 276 )
predictor ( 259 )
logist ( 253 )
deriv ( 248 )
dataset ( 233 )
accuraci ( 208 )
better ( 200 )
receiv ( 195 )
index ( 183 )
best ( 160 )
statist ( 155 )
good ( 124 )
construct ( 121 )
tree ( 115 )
appli ( 98 )
altern ( 86 )
test ( 81 )
calibr ( 81 )
discrimin ( 64 )
poor ( 59 )
abil ( 59 )
crossvalid ( 59 )
respect ( 58 )
combin ( 51 )
power ( 50 )
accur ( 47 )
built ( 45 )
short ( 42 )
critic ( 40 )
separ ( 38 )
obtain ( 36 )
accord ( 36 )
incorpor ( 29 )
frame ( 28 )
attempt ( 24 )
differ ( 21 )
order ( 20 )
origin ( 17 )
ratio ( 17 )
cross ( 17 )
like ( 15 )
empir ( 14 )
contribut ( 14 )
among ( 13 )
analyz ( 13 )
true ( 12 )
henc ( 12 )
artifici ( 12 )
collect ( 12 )
next ( 10 )
routin ( 10 )
first ( 10 )
analyt ( 10 )
discharg ( 10 )
squar ( 9 )
proven ( 9 )
lack ( 9 )
ckground ( 9 )
diabet ( 9 )
vital ( 8 )
evalu ( 8 )
interv ( 8 )
isol ( 8 )
enrol ( 7 )
build ( 7 )
capac ( 7 )
correspond ( 7 )
differenti ( 7 )
taken ( 6 )
popular ( 6 )
reason ( 6 )
group ( 6 )
least ( 6 )
unknown ( 5 )
outpati ( 5 )
event ( 5 )
avoid ( 5 )
case ( 5 )
fals ( 4 )
furthermor ( 4 )
mean ( 4 )

Resumos

Appl Clin Inform - Comparing predictions made by a prediction model, clinical score, and physicians: pediatric asthma exacerbations in the emergency department. ( 57 )
BMC Med Inform Decis Mak - A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study. ( 52 )
J Clin Monit Comput - Use of genetic programming, logistic regression, and artificial neural nets to predict readmission after coronary artery bypass surgery. ( 45 )
J Clin Monit Comput - Effect of concurrent oxygen therapy on accuracy of forecasting imminent postoperative desaturation. ( 41 )
J Am Med Inform Assoc - An improved model for predicting postoperative nausea and vomiting in ambulatory surgery patients using physician-modifiable risk factors. ( 40 )
BMC Med Inform Decis Mak - Computerized prediction of intensive care unit discharge after cardiac surgery: development and validation of a Gaussian processes model. ( 39 )
BMC Med Inform Decis Mak - Evaluation of prediction models for the staging of prostate cancer. ( 38 )
J Biomed Inform - Decision-making model for early diagnosis of congestive heart failure using rough set and decision tree approaches. ( 37 )
Lifetime Data Anal - Understanding increments in model performance metrics. ( 37 )
Med Decis Making - A comparison of methods for converting DCE values onto the full health-dead QALY scale. ( 37 )
BMC Med Inform Decis Mak - Bayesian predictors of very poor health related quality of life and mortality in patients with COPD. ( 36 )
IEEE J Biomed Health Inform - The effect of sample age and prediction resolution on myocardial infarction risk prediction. ( 36 )
Med Decis Making - Adaptation of clinical prediction models for application in local settings. ( 36 )
Artif Intell Med - Operation room tool handling and miscommunication scenarios: an object-process methodology conceptual model. ( 35 )
BMC Med Inform Decis Mak - Use of outcomes to evaluate surveillance systems for bioterrorist attacks. ( 34 )
BMC Med Inform Decis Mak - Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning. ( 34 )
BMC Med Inform Decis Mak - Artificial neural network models for prediction of cardiovascular autonomic dysfunction in general Chinese population. ( 33 )
J Biomed Inform - Gene-disease association with literature based enrichment. ( 33 )
BMC Med Inform Decis Mak - Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection. ( 32 )
Artif Intell Med - Machine learning for improved pathological staging of prostate cancer: a performance comparison on a range of classifiers. ( 32 )
Comput Math Methods Med - Modified logistic regression models using gene coexpression and clinical features to predict prostate cancer progression. ( 32 )
J Am Med Inform Assoc - Supervised embedding of textual predictors with applications in clinical diagnostics for pediatric cardiology. ( 32 )
J Chem Inf Model - Are bigger data sets better for machine learning? Fusing single-point and dual-event dose response data for Mycobacterium tuberculosis. ( 32 )
J. Med. Internet Res. - Maximizing the value of mobile health monitoring by avoiding redundant patient reports: prediction of depression-related symptoms and adherence problems in automated health assessment services. ( 31 )
Artif Intell Med - White box radial basis function classifiers with component selection for clinical prediction models. ( 30 )
Int J Med Inform - Application of data mining to the identification of critical factors in patient falls using a web-based reporting system. ( 30 )
J Chem Inf Model - Predictive toxicology modeling: protocols for exploring hERG classification and Tetrahymena pyriformis end point predictions. ( 30 )
J Clin Monit Comput - Variations in the pre-ejection period induced by ventricular extra systoles may be feasible to predict fluid responsiveness. ( 30 )
Med Decis Making - Performance of a mathematical model to forecast lives saved from HIV treatment expansion in resource-limited settings. ( 30 )
Artif Intell Med - Prediction of human major histocompatibility complex class II binding peptides by continuous kernel discrimination method. ( 29 )
Artif Intell Med - Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. ( 29 )
J Chem Inf Model - Two new parameters based on distances in a receiver operating characteristic chart for the selection of classification models. ( 29 )
Med Decis Making - Application of an artificial neural network to predict postinduction hypotension during general anesthesia. ( 29 )
BMC Med Inform Decis Mak - Prediction of axillary lymph node metastasis in primary breast cancer patients using a decision tree-based model. ( 28 )
Appl Clin Inform - Exploring the value of clinical data standards to predict hospitalization of home care patients. ( 28 )
Artif Intell Med - Machine learning of clinical performance in a pancreatic cancer database. ( 28 )
BMC Med Inform Decis Mak - Mining geriatric assessment data for in-patient fall prediction models and high-risk subgroups. ( 28 )
Comput Math Methods Med - Variable selection in ROC regression. ( 28 )
J Med Syst - Classifying hospitals as mortality outliers: logistic versus hierarchical logistic models. ( 28 )
BMC Med Inform Decis Mak - Decision curve analysis revisited: overall net benefit, relationships to ROC curve analysis, and application to case-control studies. ( 27 )
Health Informatics J - Development of an automated model to predict the risk of elderly emergency medical admissions within a month following an index hospital visit: a Hong Kong experience. ( 27 )
IEEE J Biomed Health Inform - Identification of the Best Anthropometric Predictors of Serum High- and Low-Density Lipoproteins Using Machine Learning. ( 27 )
J Chem Inf Model - Ligand efficiency-based support vector regression models for predicting bioactivities of ligands to drug target proteins. ( 27 )
Methods Inf Med - Limited sampling strategies to estimate the area under the concentration-time curve. Biases and a proposed more accurate method. ( 27 )
BMC Med Inform Decis Mak - Risk factors for adverse reactions from contrast agents for computed tomography. ( 26 )
Artif Intell Med - Prediction of body mass index status from voice signals based on machine learning for automated medical applications. ( 26 )
Comput. Biol. Med. - A ternary model of decompression sickness in rats. ( 26 )
IEEE Trans Image Process - Image annotation by input-output structural grouping sparsity. ( 26 )
Int J Comput Assist Radiol Surg - Capturing large shape variations of liver using population-based statistical shape models. ( 26 )
J Biomed Inform - An empirical approach to model selection through validation for censored survival data. ( 26 )
J. Comput. Biol. - Prediction of siRNA potency using sparse logistic regression. ( 26 )
Artif Intell Med - Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers. ( 25 )
Comput Methods Programs Biomed - Recurrence predictive models for patients with hepatocellular carcinoma after radiofrequency ablation using support vector machines with feature selection methods. ( 25 )
Int J Health Geogr - A spatially filtered multilevel model to account for spatial dependency: application to self-rated health status in South Korea. ( 25 )
Artif Intell Med - Artificial metaplasticity prediction model for cognitive rehabilitation outcome in acquired brain injury patients. ( 24 )
Artif Intell Med - Improved modeling of clinical data with kernel methods. ( 24 )
J Biomed Inform - Towards probabilistic decision support in public health practice: predicting recent transmission of tuberculosis from patient attributes. ( 24 )
Med Decis Making - Contrasting two frameworks for ROC analysis of ordinal ratings. ( 24 )
Neural Comput - An extension of the receiver operating characteristic curve and AUC-optimal classification. ( 24 )
BMC Med Inform Decis Mak - A method for managing re-identification risk from small geographic areas in Canada. ( 23 )
Comput. Biol. Med. - Pre-operative prediction of surgical morbidity in children: comparison of five statistical models. ( 23 )
J Am Med Inform Assoc - Automating annotation of information-giving for analysis of clinical conversation. ( 23 )
J Biomed Inform - The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions. ( 23 )
Int J Health Geogr - Assessing the effects of variables and background selection on the capture of the tick climate niche. ( 23 )
Med Decis Making - Performance profiling in primary care: does the choice of statistical model matter? ( 23 )
AMIA Annu Symp Proc - Predicting Surgical Risk: How Much Data is Enough? ( 22 )
AMIA Annu Symp Proc - Clinical risk prediction by exploring high-order feature correlations. ( 22 )
AMIA Annu Symp Proc - A clinical decision tool for predicting patient care characteristics: patients returning within 72 hours in the emergency department. ( 22 )
Comput Methods Programs Biomed - Development of a daily mortality probability prediction model from Intensive Care Unit patients using a discrete-time event history analysis. ( 22 )
Int J Health Geogr - Application of satellite precipitation data to analyse and model arbovirus activity in the tropics. ( 22 )
J Am Med Inform Assoc - Mining high-dimensional administrative claims data to predict early hospital readmissions. ( 22 )
J Biomed Inform - Partial least squares and logistic regression random-effects estimates for gene selection in supervised classification of gene expression data. ( 22 )
J Biomed Inform - Prediction of influenza vaccination outcome by neural networks and logistic regression. ( 22 )
Methods Inf Med - Sensor-based fall risk assessment--an expert 'to go'. ( 22 )
Comput Biol Chem - An ensemble method for prediction of conformational B-cell epitopes from antigen sequences. ( 21 )
Comput Math Methods Med - Iterative reweighted noninteger norm regularizing SVM for gene expression data classification. ( 21 )
BMC Med Inform Decis Mak - Harmonisation of variables names prior to conducting statistical analyses with multiple datasets: an automated approach. ( 21 )
Artif Intell Med - Predicting patient survival after liver transplantation using evolutionary multi-objective artificial neural networks. ( 21 )
Int J Med Inform - Translating genome wide association study results to associations among common diseases: in silico study with an electronic medical record. ( 21 )
J Biomed Inform - Sparse modeling of spatial environmental variables associated with asthma. ( 21 )
Med Decis Making - Constructing proper ROCs from ordinal response data using weighted power functions. ( 21 )
Med Decis Making - Development of inpatient risk stratification models of acute kidney injury for use in electronic health records. ( 21 )
Med Decis Making - Lehmann family of ROC curves. ( 21 )
BMC Med Inform Decis Mak - Filtering data from the collaborative initial glaucoma treatment study for improved identification of glaucoma progression. ( 20 )
Artif Intell Med - A machine learning-based approach to prognostic analysis of thoracic transplantations. ( 20 )
IEEE Trans Image Process - Constrained acquisition of ink spreading curves from printed color images. ( 20 )
Int J Health Geogr - Prediction of high-risk areas for visceral leishmaniasis using socioeconomic indicators and remote sensing data. ( 20 )
J Biomed Inform - PARAMO: a PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records. ( 20 )
J Chem Inf Model - Homology modeling of human muscarinic acetylcholine receptors. ( 20 )
J Biomed Inform - Development and validation of a continuous measure of patient condition using the Electronic Medical Record. ( 20 )
J Chem Inf Model - Training based on ligand efficiency improves prediction of bioactivities of ligands and drug target proteins in a machine learning approach. ( 20 )
Int J Health Geogr - Modeling larval malaria vector habitat locations using landscape features and cumulative precipitation measures. ( 20 )
J Med Syst - A new approach: role of data mining in prediction of survival of burn patients. ( 20 )
J Chem Inf Model - Using information from historical high-throughput screens to predict active compounds. ( 20 )
Med Biol Eng Comput - Mortality prediction of rats in acute hemorrhagic shock using machine learning techniques. ( 20 )
Comput Methods Programs Biomed - Exploring an optimal vector autoregressive model for multi-channel pulmonary sound data. ( 19 )
IEEE J Biomed Health Inform - Prediction of periventricular leukomalacia occurrence in neonates after heart surgery. ( 19 )
IEEE J Biomed Health Inform - Detection of respiratory arousals using photoplethysmography (PPG) signal in sleep apnea patients. ( 19 )
J Am Med Inform Assoc - From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system. ( 19 )
J Am Med Inform Assoc - Machine learning for predicting the response of breast cancer to neoadjuvant chemotherapy. ( 19 )