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A retrospective cohort analysis leveraging augmented intelligence to characterize long COVID in the electronic health record: A precision medicine framework.
- Published in:
- PLoS Digital Health, 2023, v. 2, n. 7, p. 1, doi. 10.1371/journal.pdig.0000301
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- Publication type:
- Article
Categorizing metadata to help mobilize computable biomedical knowledge.
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- Learning Health Systems, 2022, v. 6, n. 1, p. 1, doi. 10.1002/lrh2.10271
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- Publication type:
- Article
579. Machine-Learning Based Models for Prediction of Recurrence-free Catheter Retention After ALT Treatment of CLABSI in a Pediatric Population.
- Published in:
- Open Forum Infectious Diseases, 2019, v. 6, p. S273, doi. 10.1093/ofid/ofz360.648
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- Publication type:
- Article
Evaluation of eye tracking for a decision support application.
- Published in:
- JAMIA Open, 2021, v. 4, n. 3, p. 1, doi. 10.1093/jamiaopen/ooab059
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- Publication type:
- Article
A simple electronic medical record system designed for research.
- Published in:
- JAMIA Open, 2021, v. 4, n. 3, p. 1, doi. 10.1093/jamiaopen/ooab040
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- Publication type:
- Article
Identifying genetic interactions associated with late-onset Alzheimer's disease.
- Published in:
- BioData Mining, 2014, v. 7, n. 1, p. 39, doi. 10.1186/s13040-014-0035-z
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- Publication type:
- Article
Application of a spatially-weighted Relief algorithm for ranking genetic predictors of disease.
- Published in:
- BioData Mining, 2012, v. 5, n. 1, p. 20, doi. 10.1186/1756-0381-5-20
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- Publication type:
- Article
Predicting the risk of psychosis onset: advances and prospects.
- Published in:
- Early Intervention in Psychiatry, 2012, v. 6, n. 4, p. 368, doi. 10.1111/j.1751-7893.2012.00383.x
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- Publication type:
- Article
Methylation differences reveal heterogeneity in preterm pathophysiology: results from bipartite network analyses.
- Published in:
- Journal of Perinatal Medicine, 2018, v. 46, n. 5, p. 509, doi. 10.1515/jpm-2017-0126
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- Publication type:
- Article
A framework for human evaluation of large language models in healthcare derived from literature review.
- Published in:
- NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-024-01258-7
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- Publication type:
- Article
Personalized Modeling for Prediction with Decision-Path Models.
- Published in:
- PLoS ONE, 2015, v. 10, n. 6, p. 1, doi. 10.1371/journal.pone.0131022
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- Publication type:
- Article
An Algorithm for Network-Based Gene Prioritization That Encodes Knowledge Both in Nodes and in Links.
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- PLoS ONE, 2013, v. 8, n. 11, p. 1, doi. 10.1371/journal.pone.0079564
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- Publication type:
- Article
On Predicting lung cancer subtypes using 'omic' data from tumor and tumor-adjacent histologically-normal tissue.
- Published in:
- 2016
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- Publication type:
- journal article
Unlocking proteomic heterogeneity in complex diseases through visual analytics.
- Published in:
- Proteomics, 2015, v. 15, n. 8, p. 1405, doi. 10.1002/pmic.201400451
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- Publication type:
- Article
A Framework for Modeling and Interpreting Patient Subgroups Applied to Hospital Readmission: Visual Analytical Approach.
- Published in:
- JMIR Medical Informatics, 2022, v. 10, n. 12, p. 105, doi. 10.2196/37239
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- Publication type:
- Article
Classification of Twitter Vaping Discourse Using BERTweet: Comparative Deep Learning Study.
- Published in:
- JMIR Medical Informatics, 2022, v. 10, n. 7, p. 1, doi. 10.2196/33678
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- Publication type:
- Article
Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data.
- Published in:
- BMC Bioinformatics, 2015, v. 16, n. 1, p. 1, doi. 10.1186/s12859-015-0643-8
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- Publication type:
- Article
Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data.
- Published in:
- BMC Bioinformatics, 2015, v. 16, n. 1, p. 226, doi. 10.1186/s12859-015-0643-8
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- Publication type:
- Article
Learning genetic epistasis using Bayesian network scoring criteria.
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- BMC Bioinformatics, 2011, v. 12, n. 1, p. 89, doi. 10.1186/1471-2105-12-89
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- Publication type:
- Article
Knowledge-based variable selection for learning rules from proteomic data.
- Published in:
- BMC Bioinformatics, 2009, v. 10, p. 1, doi. 10.1186/1471-2105-10-S9-S16
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- Publication type:
- Article
Towards cross-application model-agnostic federated cohort discovery.
- Published in:
- Journal of the American Medical Informatics Association, 2024, v. 31, n. 10, p. 2202, doi. 10.1093/jamia/ocae211
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- Publication type:
- Article
Extraction of sleep information from clinical notes of Alzheimer's disease patients using natural language processing.
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- Journal of the American Medical Informatics Association, 2024, v. 31, n. 10, p. 2217, doi. 10.1093/jamia/ocae177
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- Publication type:
- Article
A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation.
- Published in:
- Journal of the American Medical Informatics Association, 2023, v. 30, n. 12, p. 1985, doi. 10.1093/jamia/ocad166
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- Publication type:
- Article
Research data warehouse best practices: catalyzing national data sharing through informatics innovation.
- Published in:
- 2022
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- Publication type:
- Editorial
An atomic approach to the design and implementation of a research data warehouse.
- Published in:
- 2022
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- Publication type:
- journal article
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.
- Published in:
- 2021
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- Publication type:
- journal article
Predicting outcomes in central venous catheter salvage in pediatric central line-associated bloodstream infection.
- Published in:
- 2021
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- Publication type:
- journal article
An informatics research agenda to support precision medicine: seven key areas.
- Published in:
- 2016
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- Publication type:
- journal article
The role of complementary bipartite visual analytical representations in the analysis of SNPs: a case study in ancestral informative markers.
- Published in:
- 2012
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- Publication type:
- journal article
The role of complementary bipartite visual analytical representations in the analysis of SNPs: a case study in ancestral informative markers.
- Published in:
- Journal of the American Medical Informatics Association, 2012, v. 19, n. e1, p. e5, doi. 10.1136/amiajnl-2011-000745
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- Publication type:
- Article
Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National Retrospective EHR Study.
- Published in:
- Journal of Medical Internet Research, 2022, v. 24, n. 5, p. N.PAG, doi. 10.2196/37931
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- Publication type:
- Article
Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study.
- Published in:
- 2020
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- Publication type:
- journal article
Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study.
- Published in:
- 2020
- By:
- Publication type:
- journal article
Bayesian network models with decision tree analysis for management of childhood malaria in Malawi.
- Published in:
- 2021
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- Publication type:
- journal article
Translational bioinformatics in mental health: open access data sources and computational biomarker discovery.
- Published in:
- Briefings in Bioinformatics, 2019, v. 20, n. 3, p. 842, doi. 10.1093/bib/bbx157
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- Publication type:
- Article
Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.
- Published in:
- 2019
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- Publication type:
- journal article
Artificial intelligence in clinical and translational science: Successes, challenges and opportunities.
- Published in:
- CTS: Clinical & Translational Science, 2022, v. 15, n. 2, p. 309, doi. 10.1111/cts.13175
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- Publication type:
- Article
Evaluation of a 4-protein serum biomarker panel-biglycan, annexin- A6, myeloperoxidase, and protein S100- A9 ( B-AMP)-for the detection of esophageal adenocarcinoma.
- Published in:
- Cancer (0008543X), 2014, v. 120, n. 24, p. 3902, doi. 10.1002/cncr.28963
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- Publication type:
- Article
Evaluation of a 4-protein serum biomarker panel-biglycan, annexin-A6, myeloperoxidase, and protein S100-A9 (B-AMP)-for the detection of esophageal adenocarcinoma.
- Published in:
- 2014
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- Publication type:
- journal article
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
- Published in:
- NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00623-8
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- Publication type:
- Article
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
- Published in:
- NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00601-0
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- Publication type:
- Article
Learning Instance-Specific Predictive Models.
- Published in:
- Journal of Machine Learning Research, 2010, v. 11, n. 12, p. 3333
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- Publication type:
- Article
The Application of Network Label Propagation to Rank Biomarkers in Genome-wide Alzheimer's Data.
- Published in:
- BMC Genomics, 2014, v. 15, n. 1, p. 1, doi. 10.1186/1471-2164-15-282
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- Publication type:
- Article
Identifying genetic interactions in genome-wide data using Bayesian networks.
- Published in:
- Genetic Epidemiology, 2010, v. 34, n. 6, p. 575, doi. 10.1002/gepi.20514
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- Publication type:
- Article
Bayesian rule learning for biomedical data mining.
- Published in:
- Bioinformatics, 2010, v. 26, n. 5, p. 668, doi. 10.1093/bioinformatics/btq005
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- Publication type:
- Article