Tópico 66

Palavras

model ( 2656 )
set ( 1616 )
predict ( 1553 )
data ( 1140 )
valid ( 939 )
use ( 841 )
test ( 765 )
train ( 534 )
develop ( 385 )
approach ( 307 )
extern ( 303 )
accur ( 285 )
method ( 282 )
new ( 261 )
perform ( 239 )
valu ( 236 )
combin ( 212 )
best ( 186 )
compar ( 180 )
order ( 177 )
deriv ( 165 )
obtain ( 159 )
addit ( 134 )
appli ( 133 )
construct ( 129 )
abil ( 125 )
produc ( 123 )
quantit ( 122 )
built ( 113 )
build ( 100 )
final ( 94 )
abl ( 84 )
basi ( 76 )
crossvalid ( 66 )
high ( 64 )
better ( 64 )
repres ( 55 )
independ ( 48 )
capabl ( 48 )
generat ( 43 )
compris ( 43 )
prospect ( 41 )
select ( 39 )
base ( 39 )
whose ( 37 )
identif ( 35 )
cross ( 35 )
end ( 33 )
creat ( 27 )
detail ( 23 )
remain ( 22 )
previous ( 20 )
made ( 19 )
divid ( 19 )
known ( 17 )
turn ( 16 )
interest ( 16 )
alon ( 16 )
common ( 16 )
stabil ( 15 )
minimum ( 15 )
explor ( 15 )
capac ( 15 )
partial ( 14 )
simpl ( 14 )
largescal ( 14 )
maximum ( 14 )
can ( 14 )
status ( 13 )
suffer ( 13 )
problem ( 13 )
serious ( 13 )
essenti ( 13 )
import ( 13 )
spread ( 11 )
user ( 11 )
four ( 11 )
discuss ( 11 )
progress ( 10 )
probabilist ( 9 )
goal ( 9 )
nine ( 8 )
provid ( 8 )
small ( 8 )
larger ( 8 )
lead ( 8 )
concept ( 8 )
expect ( 7 )
involv ( 7 )
telemedicin ( 6 )
threedimension ( 6 )
nonlinear ( 6 )
consensus ( 6 )
varianc ( 5 )
neighbor ( 5 )
focus ( 5 )
incorpor ( 5 )
alway ( 5 )
avoid ( 5 )
comprehens ( 5 )

Resumos

J Chem Inf Model - Rank order entropy: why one metric is not enough. ( 79 )
J Chem Inf Model - Does rational selection of training and test sets improve the outcome of QSAR modeling? ( 60 )
Artif Intell Med - Training artificial neural networks directly on the concordance index for censored data using genetic algorithms. ( 57 )
BMC Med Inform Decis Mak - Concordance and predictive value of two adverse drug event data sets. ( 39 )
J Chem Inf Model - Time-split cross-validation as a method for estimating the goodness of prospective prediction. ( 36 )
Artif Intell Med - A machine learning-based approach to prognostic analysis of thoracic transplantations. ( 35 )
Comput Methods Programs Biomed - Sequence-based prediction of protein-binding sites in DNA: comparative study of two SVM models. ( 35 )
J Chem Inf Model - Study of chromatographic retention of natural terpenoids by chemoinformatic tools. ( 35 )
J Chem Inf Model - Predicting pK(a) values of substituted phenols from atomic charges: comparison of different quantum mechanical methods and charge distribution schemes. ( 34 )
J Chem Inf Model - Binary classification of a large collection of environmental chemicals from estrogen receptor assays by quantitative structure-activity relationship and machine learning methods. ( 33 )
J Chem Inf Model - GRID-based three-dimensional pharmacophores II: PharmBench, a benchmark data set for evaluating pharmacophore elucidation methods. ( 31 )
AMIA Annu Symp Proc - Effect of data combination on predictive modeling: a study using gene expression data. ( 30 )
Comput Methods Programs Biomed - A predictive model of longitudinal, patient-specific colonoscopy results. ( 29 )
J Chem Inf Model - Real external predictivity of QSAR models. Part 2. New intercomparable thresholds for different validation criteria and the need for scatter plot inspection. ( 29 )
Med Decis Making - Prediction of health preference values from CD4 counts in individuals with HIV. ( 29 )
Artif Intell Med - Image partitioning and illumination in image-based pose detection for teleoperated flexible endoscopes. ( 28 )
Int J Health Geogr - Comparative analysis of remotely-sensed data products via ecological niche modeling of avian influenza case occurrences in Middle Eastern poultry. ( 28 )
Artif Intell Med - Cancer survival classification using integrated data sets and intermediate information. ( 27 )
BMC Med Inform Decis Mak - Regression tree construction by bootstrap: model search for DRG-systems applied to Austrian health-data. ( 27 )
J Chem Inf Model - Real external predictivity of QSAR models: how to evaluate it? Comparison of different validation criteria and proposal of using the concordance correlation coefficient. ( 27 )
J Chem Inf Model - Comparative studies on some metrics for external validation of QSPR models. ( 26 )
J Chem Inf Model - Optimizing predictive performance of CASE Ultra expert system models using the applicability domains of individual toxicity alerts. ( 26 )
J Chem Inf Model - Statistical analysis and compound selection of combinatorial libraries for soluble epoxide hydrolase. ( 26 )
J Chem Inf Model - Beyond the scope of Free-Wilson analysis: building interpretable QSAR models with machine learning algorithms. ( 26 )
J Chem Inf Model - CSAR data set release 2012: ligands, affinities, complexes, and docking decoys. ( 26 )
BMC Med Inform Decis Mak - Developing an algorithm to identify people with Chronic Obstructive Pulmonary Disease (COPD) using administrative data. ( 25 )
BMC Med Inform Decis Mak - Diagnosis-specific readmission risk prediction using electronic health data: a retrospective cohort study. ( 25 )
Artif Intell Med - Fuzzy model identification of dengue epidemic in Colombia based on multiresolution analysis. ( 25 )
Int J Health Geogr - Incorporating geographical factors with artificial neural networks to predict reference values of erythrocyte sedimentation rate. ( 25 )
J Biomed Inform - An ensemble heterogeneous classification methodology for discovering health-related knowledge in social media messages. ( 25 )
Med Decis Making - Developing a tuberculosis transmission model that accounts for changes in population health. ( 25 )
J Biomed Inform - Interoperability of clinical decision-support systems and electronic health records using archetypes: a case study in clinical trial eligibility. ( 24 )
J. Med. Internet Res. - Outsourcing medical data analyses: can technology overcome legal, privacy, and confidentiality issues? ( 24 )
Spat Spatiotemporal Epidemiol - Spatial modelling of disease using data- and knowledge-driven approaches. ( 24 )
BMC Med Inform Decis Mak - A predictive model for the early identification of patients at risk for a prolonged intensive care unit length of stay. ( 23 )
J Am Med Inform Assoc - Use of a support vector machine for categorizing free-text notes: assessment of accuracy across two institutions. ( 23 )
J Chem Inf Model - Predictions of BuChE inhibitors using support vector machine and naive Bayesian classification techniques in drug discovery. ( 23 )
J Chem Inf Model - Kinase-kernel models: accurate in silico screening of 4 million compounds across the entire human kinome. ( 23 )
J Chem Inf Model - Profile-QSAR: a novel meta-QSAR method that combines activities across the kinase family to accurately predict affinity, selectivity, and cellular activity. ( 23 )
J Chem Inf Model - Prediction of linear cationic antimicrobial peptides based on characteristics responsible for their interaction with the membranes. ( 23 )
J. Med. Internet Res. - A case study of the New York City 2012-2013 influenza season with daily geocoded Twitter data from temporal and spatiotemporal perspectives. ( 23 )
Artif Intell Med - Improving predictive models of glaucoma severity by incorporating quality indicators. ( 22 )
AMIA Annu Symp Proc - Order sets in computerized physician order entry systems: an analysis of seven sites. ( 22 )
BMC Med Inform Decis Mak - Predicting length of stay from an electronic patient record system: a primary total knee replacement example. ( 22 )
BMC Med Inform Decis Mak - Bayesian predictors of very poor health related quality of life and mortality in patients with COPD. ( 22 )
J Am Med Inform Assoc - Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery. ( 22 )
Int J Health Geogr - A validation of ground ambulance pre-hospital times modeled using geographic information systems. ( 22 )
J Chem Inf Model - Predicting myelosuppression of drugs from in silico models. ( 22 )
J Chem Inf Model - Coping with unbalanced class data sets in oral absorption models. ( 22 )
AMIA Annu Symp Proc - Advanced proficiency EHR training: effect on physicians' EHR efficiency, EHR satisfaction and job satisfaction. ( 21 )
BMC Med Inform Decis Mak - Measuring preferences for analgesic treatment for cancer pain: how do African-Americans and Whites perform on choice-based conjoint (CBC) analysis experiments? ( 21 )
IEEE Trans Image Process - The segmentation of the left ventricle of the heart from ultrasound data using deep learning architectures and derivative-based search methods. ( 21 )
Int J Comput Assist Radiol Surg - Assessing performance in brain tumor resection using a novel virtual reality simulator. ( 21 )
J Chem Inf Model - Three useful dimensions for domain applicability in QSAR models using random forest. ( 21 )
J Chem Inf Model - iLOGP: a simple, robust, and efficient description of n-octanol/water partition coefficient for drug design using the GB/SA approach. ( 21 )
J Chem Inf Model - PHOENIX: a scoring function for affinity prediction derived using high-resolution crystal structures and calorimetry measurements. ( 21 )
BMC Med Inform Decis Mak - HIS-based Kaplan-Meier plots--a single source approach for documenting and reusing routine survival information. ( 20 )
Brief. Bioinformatics - An empirical assessment of validation practices for molecular classifiers. ( 20 )
J Am Med Inform Assoc - Joint segmentation and named entity recognition using dual decomposition in Chinese discharge summaries. ( 20 )
J Biomed Inform - MysiRNA: improving siRNA efficacy prediction using a machine-learning model combining multi-tools and whole stacking energy (G). ( 20 )
Int J Comput Assist Radiol Surg - Hybrid image visualization tool for 3D integration of CT coronary anatomy and quantitative myocardial perfusion PET. ( 20 )
J Chem Inf Model - RS-Predictor models augmented with SMARTCyp reactivities: robust metabolic regioselectivity predictions for nine CYP isozymes. ( 20 )
Med Biol Eng Comput - Optimal design of clinical tests for the identification of physiological models of type 1 diabetes in the presence of model mismatch. ( 20 )
Appl Clin Inform - Development of an automated, real time surveillance tool for predicting readmissions at a community hospital. ( 19 )
Artif Intell Med - Predicting the impact of hospital health information technology adoption on patient satisfaction. ( 19 )
J Chem Inf Model - Best of both worlds: combining pharma data and state of the art modeling technology to improve in Silico pKa prediction. ( 19 )
J Chem Inf Model - Global quantitative structure-activity relationship models vs selected local models as predictors of off-target activities for project compounds. ( 19 )
J Chem Inf Model - Oversampling to overcome overfitting: exploring the relationship between data set composition, molecular descriptors, and predictive modeling methods. ( 19 )
J Chem Inf Model - In silico prediction of aqueous solubility using simple QSPR models: the importance of phenol and phenol-like moieties. ( 19 )
J Med Syst - Utilization of electronic medical records to build a detection model for surveillance of healthcare-associated urinary tract infections. ( 19 )
J. Med. Internet Res. - Effects of internet use on health and depression: a longitudinal study. ( 19 )
BMC Med Inform Decis Mak - Sequential detection of influenza epidemics by the Kolmogorov-Smirnov test. ( 18 )
Artif Intell Med - Support vector methods for survival analysis: a comparison between ranking and regression approaches. ( 18 )
BMC Med Inform Decis Mak - A simulation model of colorectal cancer surveillance and recurrence. ( 18 )
BMC Med Inform Decis Mak - Modeling healthcare authorization and claim submissions using the openEHR dual-model approach. ( 18 )
Comput Biol Chem - Predicting essential genes for identifying potential drug targets in Aspergillus fumigatus. ( 18 )
J Chem Inf Model - Pre-processing feature selection for improved C&RT models for oral absorption. ( 18 )
J. Comput. Biol. - An efficient data assimilation schema for restoration and extension of gene regulatory networks using time-course observation data. ( 18 )
Telemed J E Health - Measurement adherence in the blood pressure self-measurement room. ( 18 )
Brief. Bioinformatics - Data construction for phosphorylation site prediction. ( 17 )
Int J Comput Assist Radiol Surg - MIDG-Emerging grid technologies for multi-site preclinical molecular imaging research communities. ( 17 )
IEEE Trans Image Process - Neighborhood Supported Model Level Fuzzy Aggregation for Moving Object Segmentation. ( 17 )
J Am Med Inform Assoc - Harvest: an open platform for developing web-based biomedical data discovery and reporting applications. ( 17 )
J Biomed Inform - Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction. ( 17 )
J Am Med Inform Assoc - Drug repurposing: mining protozoan proteomes for targets of known bioactive compounds. ( 17 )
J Biomed Inform - The use of sequential pattern mining to predict next prescribed medications. ( 17 )
J Chem Inf Model - Impact of template choice on homology model efficiency in virtual screening. ( 17 )
J Biomed Inform - Transfer learning based clinical concept extraction on data from multiple sources. ( 17 )
J Chem Inf Model - Development of novel 3D-QSAR combination approach for screening and optimizing B-Raf inhibitors in silico. ( 17 )
J Chem Inf Model - Classifier ensemble based on feature selection and diversity measures for predicting the affinity of A(2B) adenosine receptor antagonists. ( 17 )
Med Biol Eng Comput - Application of the RIMARC algorithm to a large data set of action potentials and clinical parameters for risk prediction of atrial fibrillation. ( 17 )
AMIA Annu Symp Proc - Motivating the additional use of external validity: examining transportability in a model of glioblastoma multiforme. ( 16 )
BMC Med Inform Decis Mak - Filtering data from the collaborative initial glaucoma treatment study for improved identification of glaucoma progression. ( 16 )
BMC Med Inform Decis Mak - A decision support system to determine optimal ventilator settings. ( 16 )
Brief. Bioinformatics - Interfaces to PeptideAtlas: a case study of standard data access systems. ( 16 )
IEEE Trans Pattern Anal Mach Intell - Specificity: A Graph-Based Estimator of Divergence. ( 16 )
J Biomed Inform - Improving record linkage performance in the presence of missing linkage data. ( 16 )
J Chem Inf Model - Design of novel FLT-3 inhibitors based on dual-layer 3D-QSAR model and fragment-based compounds in silico. ( 16 )
J Chem Inf Model - Robust scoring functions for protein-ligand interactions with quantum chemical charge models. ( 16 )
J Chem Inf Model - Applicability Domain ANalysis (ADAN): a robust method for assessing the reliability of drug property predictions. ( 16 )