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Top Articles

#TitleJournalYearCitations
1Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics supportJournal of Biomedical Informatics200936,739
2Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics supportJournal of Biomedical Informatics20099,986
3The Technology Acceptance Model: Its past and its future in health careJournal of Biomedical Informatics20101,315
4miRWalk – Database: Prediction of possible miRNA binding sites by “walking” the genes of three genomesJournal of Biomedical Informatics20111,268
5Logistic regression and artificial neural network classification models: a methodology reviewJournal of Biomedical Informatics20021,261
6Relief-based feature selection: Introduction and reviewJournal of Biomedical Informatics2018816
7Sample size estimation in diagnostic test studies of biomedical informaticsJournal of Biomedical Informatics2014699
8The use of receiver operating characteristic curves in biomedical informaticsJournal of Biomedical Informatics2005590
9A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge SummariesJournal of Biomedical Informatics2001474
10A systematic review of gamification in e-HealthJournal of Biomedical Informatics2017470
11A reference ontology for biomedical informatics: the Foundational Model of AnatomyJournal of Biomedical Informatics2003438
12Healthcare in the pocket: Mapping the space of mobile-phone health interventionsJournal of Biomedical Informatics2012429
13Clinical information extraction applications: A literature reviewJournal of Biomedical Informatics2018415
14Mobile-health: A review of current state in 2015Journal of Biomedical Informatics2015405
15The role of explainability in creating trustworthy artificial intelligence for health care: A comprehensive survey of the terminology, design choices, and evaluation strategiesJournal of Biomedical Informatics2021390
16NCBI disease corpus: A resource for disease name recognition and concept normalizationJournal of Biomedical Informatics2014366
17Missing data and the design of phylogenetic analysesJournal of Biomedical Informatics2006362
18Cognitive and usability engineering methods for the evaluation of clinical information systemsJournal of Biomedical Informatics2004357
19Natural language processing systems for capturing and standardizing unstructured clinical information: A systematic reviewJournal of Biomedical Informatics2017349
20Supporting information retrieval from electronic health records: A report of University of Michigan’s nine-year experience in developing and using the Electronic Medical Record Search Engine (EMERSE)Journal of Biomedical Informatics2015314
21Security and privacy in electronic health records: A systematic literature reviewJournal of Biomedical Informatics2013310
22Bio2RDF: Towards a mashup to build bioinformatics knowledge systemsJournal of Biomedical Informatics2008306
23What can natural language processing do for clinical decision support?Journal of Biomedical Informatics2009302
24Grand challenges in clinical decision supportJournal of Biomedical Informatics2008292
25An overview of bioinformatics tools for epitope prediction: Implications on vaccine developmentJournal of Biomedical Informatics2015287
26Process mining in healthcare: A literature reviewJournal of Biomedical Informatics2016280
27Using usability heuristics to evaluate patient safety of medical devicesJournal of Biomedical Informatics2003270
28A user-centered model for designing consumer mobile health (mHealth) applications (apps)Journal of Biomedical Informatics2016248
29Towards an automatic early stress recognition system for office environments based on multimodal measurements: A reviewJournal of Biomedical Informatics2016244
30The DDI corpus: An annotated corpus with pharmacological substances and drug–drug interactionsJournal of Biomedical Informatics2013243
31The interaction of domain knowledge and linguistic structure in natural language processing: interpreting hypernymic propositions in biomedical textJournal of Biomedical Informatics2003237
32Measures of semantic similarity and relatedness in the biomedical domainJournal of Biomedical Informatics2007232
33Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical recordsJournal of Biomedical Informatics2019229
34Skin lesion classification with ensembles of deep convolutional neural networksJournal of Biomedical Informatics2018225
35Predicting healthcare trajectories from medical records: A deep learning approachJournal of Biomedical Informatics2017220
36Utilizing social media data for pharmacovigilance: A reviewJournal of Biomedical Informatics2015215
37Stress detection in daily life scenarios using smart phones and wearable sensors: A surveyJournal of Biomedical Informatics2019214
38Defining and measuring completeness of electronic health records for secondary useJournal of Biomedical Informatics2013211
39NCI Thesaurus: A semantic model integrating cancer-related clinical and molecular informationJournal of Biomedical Informatics2007207
40Procurement of shared data instruments for Research Electronic Data Capture (REDCap)Journal of Biomedical Informatics2013207
41Detecting adverse events for patient safety research: a review of current methodologiesJournal of Biomedical Informatics2003199
42A comprehensive data level analysis for cancer diagnosis on imbalanced dataJournal of Biomedical Informatics2019199
43Considering complexity in healthcare systemsJournal of Biomedical Informatics2011197
44‘Big data’, Hadoop and cloud computing in genomicsJournal of Biomedical Informatics2013194
45Health at hand: A systematic review of smart watch uses for health and wellnessJournal of Biomedical Informatics2016193
46Systematic review of smartphone-based passive sensing for health and wellbeingJournal of Biomedical Informatics2018193
47Benchmarking deep learning models on large healthcare datasetsJournal of Biomedical Informatics2018193
48Development of a benchmark corpus to support the automatic extraction of drug-related adverse effects from medical case reportsJournal of Biomedical Informatics2012187
49Health outcomes and related effects of using social media in chronic disease management: A literature review and analysis of affordancesJournal of Biomedical Informatics2013185
50Time motion studies in healthcare: What are we talking about?Journal of Biomedical Informatics2014185