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Abuse detection in healthcare insurance with disease-treatment network embeddingJournal of Biomedical Informatics7 hourssaveRefWorksSFX Info
Visualising and quantifying relevant parkinsonian gait patterns using 3D convolutional networkJournal of Biomedical Informatics7 hourssaveRefWorksSFX Info
Attention-based bidirectional long short-term memory networks for extracting temporal relationships from clinical discharge summariesJournal of Biomedical Informatics7 dayssaveRefWorksSFX Info
Insufficient sampling frequencies skew heart rate variability estimates: Implications for extracting heart rate metrics from neuroimaging and physiological dataJournal of Biomedical Informatics8 dayssaveRefWorksSFX Info
Implementation and evaluation of a multivariate abstraction-based, interval-based dynamic time-warping method as a similarity measure for longitudinal medical recordsJournal of Biomedical Informatics11 dayssaveRefWorksSFX Info
A practical approach towards causality mining in clinical text using active transfer learningJournal of Biomedical Informatics15 dayssaveRefWorksSFX Info
A novel deep interval type-2 fuzzy LSTM (DIT2FLSTM) model applied to COVID-19 pandemic time-series predictionJournal of Biomedical Informatics17 dayssaveRefWorksSFX Info
Predicting potential palliative care beneficiaries for health plans: A generalized machine learning pipelineJournal of Biomedical Informatics18 dayssaveRefWorksSFX Info
Mapping of critical events in disease progression through binary classification: Application to amyotrophic lateral sclerosisJournal of Biomedical Informatics18 dayssaveRefWorksSFX Info
A process model for quality in use evaluation of clinical decision support systemsJournal of Biomedical Informatics27 dayssaveRefWorksSFX Info
Query bot for retrieving patients’ clinical history: A COVID-19 use-caseJournal of Biomedical Informatics28 dayssaveRefWorksSFX Info
Adversarial neural network with sentiment-aware attention for detecting adverse drug reactionsJournal of Biomedical Informatics28 dayssaveRefWorksSFX Info
Evaluation of the key active ingredients of ‘Radix Astragali and Rehmanniae Radix Mixture’ and related signaling pathways involved in ameliorating diabetic foot ulcers from the perspective of TCM-related theoriesJournal of Biomedical Informatics31 dayssaveRefWorksSFX Info
Longitudinal K-means approaches to clustering and analyzing EHR opioid use trajectories for clinical subtypesJournal of Biomedical Informatics36 dayssaveRefWorksSFX Info
Relation extraction from DailyMed structured product labels by optimally combining crowd, experts and machinesJournal of Biomedical Informatics36 dayssaveRefWorksSFX Info
Supervised line attention for tumor attribute classification from pathology reports: Higher performance with less dataJournal of Biomedical Informatics42 dayssaveRefWorksSFX Info
ReHouSED: A novel measurement of Veteran housing stability using natural language processingJournal of Biomedical Informatics43 dayssaveRefWorksSFX Info
scLINE: A multi-network integration framework based on network embedding for representation of single-cell RNA-seq dataJournal of Biomedical Informatics45 dayssaveRefWorksSFX Info
An informatics approach to examine decision-making impairments in the daily life of individuals with depressionJournal of Biomedical Informatics47 dayssaveRefWorksSFX Info
Enhancing Biomedical Relation Extraction with Transformer Models using Shortest Dependency Path Features and Triplet InformationJournal of Biomedical Informatics48 dayssaveRefWorksSFX Info
A novel hierarchical machine learning model for hospital-acquired venous thromboembolism risk assessment among multiple-departmentsJournal of Biomedical Informatics49 dayssaveRefWorksSFX Info
Long-term prediction for temporal propagation of seasonal influenza using Transformer-based modelJournal of Biomedical Informatics53 dayssaveRefWorksSFX Info
Dynamic graph and polynomial chaos based models for contact tracing data analysis and optimal testing prescriptionJournal of Biomedical Informatics53 dayssaveRefWorksSFX Info
BioPREP: Deep learning-based predicate classification with SemMedDBJournal of Biomedical Informatics56 dayssaveRefWorksSFX Info
Unified concept and assertion detection using contextual multi-task learning in a clinical decision support systemJournal of Biomedical Informatics57 dayssaveRefWorksSFX Info
Convolutional neural network in proteomics and metabolomics for determination of comorbidity between cancer and schizophreniaJournal of Biomedical Informatics59 dayssaveRefWorksSFX Info
Implementation of stacking based ARIMA model for prediction of Covid-19 cases in IndiaJournal of Biomedical Informatics64 dayssaveRefWorksSFX Info
Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasetsJournal of Biomedical Informatics70 dayssaveRefWorksSFX Info
A strategy for validation of variables derived from large-scale electronic health record dataJournal of Biomedical Informatics74 dayssaveRefWorksSFX Info
Machine learning for holistic visualization of STEMI registry dataJournal of Biomedical Informatics75 dayssaveRefWorksSFX Info
Searching for scientific evidence in a pandemic: An overview of TREC-COVIDJournal of Biomedical Informatics82 dayssaveRefWorksSFX Info
Interpretability of time-series deep learning models: A study in cardiovascular patients admitted to Intensive care unitJournal of Biomedical Informatics83 dayssaveRefWorksSFX Info
Extracting chemical-induced disease relation by integrating a hierarchical concentrative attention and a hybrid graph-based neural networkJournal of Biomedical Informatics93 dayssaveRefWorksSFX Info
A conceptual framework for external validityJournal of Biomedical Informatics94 dayssaveRefWorksSFX Info
REDCap on FHIR: Clinical Data Interoperability ServicesJournal of Biomedical Informatics95 dayssaveRefWorksSFX Info
Journal of Biomedical InformaticsJournal of Biomedical Informatics116 dayssaveRefWorksSFX Info
Developing a sampling method and preliminary taxonomy for classifying COVID-19 public health guidance for healthcare organizations and the general publicJournal of Biomedical Informatics117 dayssaveRefWorksSFX Info
Adaptation of an NLP system to a new healthcare environment to identify social determinants of healthJournal of Biomedical Informatics117 dayssaveRefWorksSFX Info
Predicting morbidity by local similarities in multi-scale patient trajectoriesJournal of Biomedical Informatics118 dayssaveRefWorksSFX Info
On the efficacy of behavior change techniques in mHealth for self-management of diabetes: A meta-analysisJournal of Biomedical Informatics127 dayssaveRefWorksSFX Info
Learning Drug-Disease-Target Embedding (DDTE) from knowledge graphs to inform drug repurposing hypothesesJournal of Biomedical Informatics128 dayssaveRefWorksSFX Info
Predictive analytics for step-up therapy: Supervised or semi-supervised learning?Journal of Biomedical Informatics129 dayssaveRefWorksSFX Info
Dynamic deformable attention network (DDANet) for COVID-19 lesions semantic segmentationJournal of Biomedical Informatics132 dayssaveRefWorksSFX Info
Improving hospital readmission prediction using individualized utility analysisJournal of Biomedical Informatics142 dayssaveRefWorksSFX Info
Causal relationship extraction from biomedical text using deep neural models: A comprehensive surveyJournal of Biomedical Informatics145 dayssaveRefWorksSFX Info
Population stratification enables modeling effects of reopening policies on mortality and hospitalization ratesJournal of Biomedical Informatics145 dayssaveRefWorksSFX Info
Clinical decision-making framework against over-testing based on modeling implicit evaluation criteriaJournal of Biomedical Informatics146 dayssaveRefWorksSFX Info
The Envirome Web Service: Patient context at the point of careJournal of Biomedical Informatics146 dayssaveRefWorksSFX Info
Machine learning enabled identification of potential SARS-CoV-2 3CLpro inhibitors based on fixed molecular fingerprints and Graph-CNN neural representationsJournal of Biomedical Informatics146 dayssaveRefWorksSFX Info
Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional studyJournal of Biomedical Informatics152 dayssaveRefWorksSFX Info
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