1. High-throughput Characterization of Diagnosis Disparities Across Conditions and Observational Datasets Sun, Tony Yue 2024 Theses BioinformaticsEpidemiologyEquality--Health aspectsDiagnosisPhenotype
2. Using heterogeneous, longitudinal EHR data for risk assessment and early detection of cardiovascular disease Bhave, Shreyas Abhay 2024 Theses BioinformaticsCardiovascular system--Diseases--DiagnosisCardiovascular system--Diseases--Risk factorsMedical records
3. Causal machine learning for reliable real-world evidence generation in healthcare Zhang, Linying 2023 Theses BioinformaticsMachine learning--Industrial applicationsMedical records--Data processingMedical care--StatisticsEquality--Health aspects
4. Generating Reliable and Responsive Observational Evidence: Reducing Pre-analysis Bias Ostropolets, Anna 2023 Theses BioinformaticsDecision makingPhenotype
5. Phenotyping with Partially Labeled, Partially Observed Data Rodriguez, Victor Alfonso 2023 Theses BioinformaticsPhenotype
6. Common and rare genetic effects on the transcriptome and their contribution to human traits Einson, Jonah 2022 Theses BioinformaticsHuman genetics--VariationBiology--ClassificationHuman genomeGenetic regulation
7. Mechanisms Underlying Phenotypic Heterogeneity in Simplex Autism Spectrum Disorders Chiang, Andrew Hann 2021 Theses GeneticsBiologyBioinformaticsAutism spectrum disorders--Genetic aspectsPhenotypeMutagenesis
8. Post-transcriptional gene expression regulation in developmental disorders Kitaygorodsky, Alexander 2021 Theses BioinformaticsGeneticsComputer scienceGene expressionGenomesNeural networks (Neurobiology)
9. Towards unified medical evidence computation from literature for evidence-based medicine Kang, Tian 2021 Theses BioinformaticsMedical care--Mathematical modelsMedicine
10. Mosaicism and the genetic architecture of congenital heart disease Hsieh, Alexander Lin 2020 Theses BioinformaticsGeneticsCongenital heart diseaseMosaicismDiseases--Causes and theories of causation
11. Computational Toxinology Romano, Joseph Daniel 2019 Theses BioinformaticsVenom--Therapeutic useMedical informaticsDrugs--Research
12. Investigating and Supporting Sensemaking within Online Health Communities Nakikj, Drashko 2019 Theses Information scienceComputer scienceBioinformaticsMedical informaticsOnline social networksMedical sciences
13. Simulating drug responses in laboratory test time series with deep generative modeling Yahi, Alexandre 2019 Theses BioinformaticsPharmacologyDecision support systemsMachine learningNeural networks (Computer science)
14. Characterizing Immune Responses to Marburg Virus Infection in Animal Hosts Using Statistical Transcriptomic Analysis Lee, Albert Kim 2018 Theses BioinformaticsMarburg virusHost-virus relationshipsVirus diseases--Immunological aspectsImmunology
15. Leveraging patient-provided data to improve understanding of disease risk da Graca Polubriaginof, Fernanda Caroline 2018 Theses MedicineBioinformaticsMedical sciencesDiseases--Risk factors
16. A Systems-Level Approach to Understand The Seasonal Factors Of Early Development With Clinical and Pharmacological Applications Boland, Mary Regina 2017 Theses BioinformaticsMedical sciencesDiseases--Seasonal variationsAbnormalities, HumanDiseases--Causes and theories of causation
17. Leveraging Knowledge-Based Approaches to Promote Antiretroviral Toxicity Monitoring in Underserved Settings Ogallo, William 2017 Theses Medical sciencesInformation scienceAntiretroviral agentsToxicity testingBioinformatics
18. Systems biology approaches to precision medicine He, Jing 2017 Theses BioinformaticsCytologyComputer scienceSystems biologyMedicine
19. Computational Approaches to Characterizing Online Health Communities Zhang, Shaodian 2016 Theses BioinformaticsPatients--AttitudesChronically ill--AttitudesOnline social networks
20. Confounding effects in gene expression and their impact on downstream analysis Lachmann, Alexander 2016 Theses Genetic regulationGenetic regulation--Data processingGene expressionGene expression--Data processingBioinformaticsGene regulatory networksGenetics
21. Ontology-based Semantic Harmonization of HIV-associated Common Data Elements for Integration of Diverse HIV Research Datasets Brown III, William 2016 Theses BioinformaticsHIV (Viruses)--ResearchHIV infections--ResearchHIV infectionsInformation scienceInformation technologyMedical sciences
22. Patient Engagement to Improve Medication Safety in the Hospital Prey, Jennifer Elizabeth 2016 Theses BioinformaticsPatient safetyMedicine--Safety measuresPatients--Safety measures
23. Toward a Generalized Model of Biomedical Query Mediation to Improve Electronic Health Record Data Retrieval Hruby, Gregory William 2016 Theses Medical recordsBioinformaticsMedical electronicsMedical records--Data processingInformation science
24. Use of informatics methods to identify problems and then design, develop and evaluate solutions to support health workers in their management of malaria... Carlo Unda, Maria Lorena 2016 Theses Malaria--TreatmentBioinformaticsMillennium Villages (Project)User-centered system designHealth services administrationMalaria--PreventionInformation technologyComputer scienceMedical care
25. Cell Memory in the Mitogen-Activated Protein Kinase Signaling Pathway Lyashenko, Eugenia 2015 Theses Mitogen-activated protein kinasesWeber-Fechner lawCellular control mechanismsBioinformaticsBiology
26. Combining Heterogeneous Databases to Detect Adverse Drug Reactions Li, Ying 2015 Theses Bioinformatics
27. Electronic Health Record Summarization over Heterogeneous and Irregularly Sampled Clinical Data Pivovarov, Rimma 2015 Theses BioinformaticsPatient monitoring--Data processingMedical records--Data processingMedical sciencesHealth services administrationMedical care
28. Enabling the Reuse of Electronic Health Record Data through Data Quality Assessment and Transparency Weiskopf, Nicole Gray 2015 Theses Medicine--Information technologyMedical records--EvaluationInformation technology--EvaluationMedical records--Data processingBioinformaticsMedicine
29. Identifying and reducing inappropriate use of medications using Electronic Health Records Salmasian, Hojjat 2015 Theses Drug utilization--EvaluationMedical records--Data processingMedical sciencesBioinformaticsMedicine
30. Interrogating Drug Mechanism of Action Using Network Dysregulation Analysis Woo, Junghoon 2015 Theses Technological innovationsMedical protocolsDrugs--Mechanism of actionBioinformaticsDrugs
31. Mining patterns in genomic and clinical cancer data to characterize novel driver genes Melamed, Rachel D. 2015 Theses BioinformaticsOncologyBiology--Classification
33. Aberrantly Expressed CeRNAs Account for Missing Genomic Variability of Cancer Genes via MicroRNA-Mediated Interactions Chiu, Hua-Sheng 2014 Theses CarcinogenesisOncogenesBioinformaticsRNABiology--ClassificationGenetics
34. Analysis of trans eSNPs infers regulatory network architecture Kreimer, Anat 2014 Theses Bioinformatics
35. Identification of microRNA Biogenesis Regulators and Activity Modulators Chung, Wei-Jen 2014 Theses Cancer--Genetic aspectsMetastasisGenetic regulationRNABioinformaticsMolecular biology
36. Network based analysis of genetic disease associations Gilman, Sarah Roche 2013 Theses Bioinformatics
37. Integrating Functional Genomics with Systems Biology to Discover Drivers and Therapeutic Targets of Human Malignancies Yu, Jiyang 2012 Theses BioinformaticsBiology--ClassificationMedicine
38. Dissecting Transcriptional Regulatory Networks with Systems Biology Approaches Zhou, Xiang 2011 Theses BioinformaticsGenetic transcriptionGenetics—Research
39. Integration of Germline and Somatic Variation in Tumor Data Dewal, Ninad Pradeep 2011 Theses BioinformaticsComputer scienceGeneticsTumorsGerm cellsSomatic cells