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