Academic Unit: Biomedical Informatics / Degree Level: Doctoral / Language: English | Search Results

1. Using Real-World Data to Enhance Clinical Trials

: Rogers, James Richard
: 2022
: Theses
: Medical sciencesInformation technologyEpidemiologyClinical trials

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. 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

4. Understanding and Reducing Clinical Data Biases

: Fort, Daniel
: 2015
: Theses
: Bioinformatics

5. Towards unified medical evidence computation from literature for evidence-based medicine

: Kang, Tian
: 2021
: Theses
: BioinformaticsMedical care--Mathematical modelsMedicine

6. 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

7. The Transparent, Concurrent, and Collaborative Health Record: Methods to Improve Patients' Comprehension of Health Information

: Liu, Lisa Grossman
: 2021
: Theses
: Information technologyMedicineHealth--Information servicesHealth--Information resourcesMachine learningPhysician and patient

8. Systems biology approaches to precision medicine

: He, Jing
: 2017
: Theses
: BioinformaticsCytologyComputer scienceSystems biologyMedicine

9. Simulating drug responses in laboratory test time series with deep generative modeling

: Yahi, Alexandre
: 2019
: Theses
: BioinformaticsPharmacologyDecision support systemsMachine learningNeural networks (Computer science)

10. Post-transcriptional gene expression regulation in developmental disorders

: Kitaygorodsky, Alexander
: 2021
: Theses
: BioinformaticsGeneticsComputer scienceGene expressionGenomesNeural networks (Neurobiology)

11. Phenotyping with Partially Labeled, Partially Observed Data

: Rodriguez, Victor Alfonso
: 2023
: Theses
: BioinformaticsPhenotype

12. Phenotyping Endometriosis from Observational Health Data

: McKillop, Mollie
: 2019
: Theses
: Information technologyMedical sciencesComputer scienceMedical informaticsEndometriosis

13. Personalized Medicine: Studies of Pharmacogenomics in Yeast and Cancer

: Chen, Bo-Juen
: 2013
: Theses
: Personalized medicineGenetics--Mathematical modelsCancerHuman genome--Research

14. Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization

: Levy-Fix, Gal
: 2020
: Theses
: Information scienceMedical records--Data processingHIV-positive persons--CarePatient monitoring--Data processingVisualization--Data processing

15. Patient Engagement to Improve Medication Safety in the Hospital

: Prey, Jennifer Elizabeth
: 2016
: Theses
: BioinformaticsPatient safetyMedicine--Safety measuresPatients--Safety measures

16. 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

17. Network based analysis of genetic disease associations

: Gilman, Sarah Roche
: 2013
: Theses
: Bioinformatics

18. Mosaicism and the genetic architecture of congenital heart disease

: Hsieh, Alexander Lin
: 2020
: Theses
: BioinformaticsGeneticsCongenital heart diseaseMosaicismDiseases--Causes and theories of causation

19. Mining patterns in genomic and clinical cancer data to characterize novel driver genes

: Melamed, Rachel D.
: 2015
: Theses
: BioinformaticsOncologyBiology--Classification

20. Mechanisms Underlying Phenotypic Heterogeneity in Simplex Autism Spectrum Disorders

: Chiang, Andrew Hann
: 2021
: Theses
: GeneticsBiologyBioinformaticsAutism spectrum disorders--Genetic aspectsPhenotypeMutagenesis

21. Machine Learning Methods for Causal Inference with Observational Biomedical Data

: Averitt, Amelia Jean
: 2020
: Theses
: Medical sciencesComputer scienceStatisticsMedicine--ResearchInferenceClinical trials--Statistical methods

22. Leveraging Social Media for Nutrition Interventions with Young Populations

: Chau, Michelle M.
: 2020
: Theses
: Food habitsSocial mediaMedical sciencesNutritionTeenagers--NutritionYoung adults

23. Leveraging patient-provided data to improve understanding of disease risk

: da Graca Polubriaginof, Fernanda Caroline
: 2018
: Theses
: MedicineBioinformaticsMedical sciencesDiseases--Risk factors

24. Leveraging Knowledge-Based Approaches to Promote Antiretroviral Toxicity Monitoring in Underserved Settings

: Ogallo, William
: 2017
: Theses
: Medical sciencesInformation scienceAntiretroviral agentsToxicity testingBioinformatics

25. Leveraging Electronic Health Record Event Logs to Measure Clinician Documentation Burden in the Emergency Department

: Moy, Amanda Josephine
: 2023
: Theses
: Information technologyInformation scienceMedical records--Data processingBurn out (Psychology)Emergency medical personnel--Job stressHospitals--Emergency services

26. Investigating and Supporting Sensemaking within Online Health Communities

: Nakikj, Drashko
: 2019
: Theses
: Information scienceComputer scienceBioinformaticsMedical informaticsOnline social networksMedical sciences

27. Interrogating Drug Mechanism of Action Using Network Dysregulation Analysis

: Woo, Junghoon
: 2015
: Theses
: Technological innovationsMedical protocolsDrugs--Mechanism of actionBioinformaticsDrugs

28. Integration of Germline and Somatic Variation in Tumor Data

: Dewal, Ninad Pradeep
: 2011
: Theses
: BioinformaticsComputer scienceGeneticsTumorsGerm cellsSomatic cells

29. Integrating Functional Genomics with Systems Biology to Discover Drivers and Therapeutic Targets of Human Malignancies

: Yu, Jiyang
: 2012
: Theses
: BioinformaticsBiology--ClassificationMedicine

30. Inferring Race and Ethnicity from Clinical Notes: Annotation, Model Auditing, and Ethical Implications

: Bear Don't Walk, Oliver J.
: 2022
: Theses
: Bioinformatics--MethodologyDiseases--Risk factorsEthnic groups--Health and hygieneHealth and raceMedical ethics

31. Identifying and reducing inappropriate use of medications using Electronic Health Records

: Salmasian, Hojjat
: 2015
: Theses
: Drug utilization--EvaluationMedical records--Data processingMedical sciencesBioinformaticsMedicine

32. Identification of microRNA Biogenesis Regulators and Activity Modulators

: Chung, Wei-Jen
: 2014
: Theses
: Cancer--Genetic aspectsMetastasisGenetic regulationRNABioinformaticsMolecular biology

33. High-throughput Characterization of Diagnosis Disparities Across Conditions and Observational Datasets

: Sun, Tony Yue
: 2024
: Theses
: BioinformaticsEpidemiologyEquality--Health aspectsDiagnosisPhenotype

34. Generating Reliable and Responsive Observational Evidence: Reducing Pre-analysis Bias

: Ostropolets, Anna
: 2023
: Theses
: BioinformaticsDecision makingPhenotype

35. 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

36. Enabling Automated, Conversational Health Coaching with Human-Centered Artificial Intelligence

: Mitchell, Elliot Griffith
: 2021
: Theses
: Information scienceComputer scienceMedical sciencesHealth coachesArtificial intelligence--Medical applicationsNutrition--EducationNon-insulin-dependent diabetes--Nutritional aspects

37. 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

38. Dissecting Transcriptional Regulatory Networks with Systems Biology Approaches

: Zhou, Xiang
: 2011
: Theses
: BioinformaticsGenetic transcriptionGenetics—Research

39. Development of Systematic Knowledge Management for Public Health: A Public Health Law Ontology

: Keeling, Jonathan William
: 2012
: Theses
: Public healthInformation technologyLaw

40. Data Quality Assessment for the Secondary Use of Person-Generated Wearable Device Data: Assessing Self-Tracking Data for Research Purposes

: Cho, Sylvia
: 2021
: Theses
: Information scienceMedical sciencesWearable technologyActivity trackers (Wearable technology)Medical statisticsBiometry--Statistical methods

41. 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

42. Computational Toxinology

: Romano, Joseph Daniel
: 2019
: Theses
: BioinformaticsVenom--Therapeutic useMedical informaticsDrugs--Research

43. Computational Methods for Analyzing Health News Coverage

: McFarlane, Delano J.
: 2011
: Theses
: Information scienceJournalismMedical sciences

44. Computational Framework for the Identification of Neural Circuits Underlying Psychiatric Disorders

: Chang, Jonathan
: 2021
: Theses
: NeurosciencesComputer scienceBiologyAutism spectrum disordersMutation (Biology)Basal ganglia--DiseasesLimbic system--Diseases

45. Computational Approaches to Characterizing Online Health Communities

: Zhang, Shaodian
: 2016
: Theses
: BioinformaticsPatients--AttitudesChronically ill--AttitudesOnline social networks

46. Common and rare genetic effects on the transcriptome and their contribution to human traits

: Einson, Jonah
: 2022
: Theses
: BioinformaticsHuman genetics--VariationBiology--ClassificationHuman genomeGenetic regulation

47. Combining Heterogeneous Databases to Detect Adverse Drug Reactions

: Li, Ying
: 2015
: Theses
: Bioinformatics

48. 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

49. Cell Memory in the Mitogen-Activated Protein Kinase Signaling Pathway

: Lyashenko, Eugenia
: 2015
: Theses
: Mitogen-activated protein kinasesWeber-Fechner lawCellular control mechanismsBioinformaticsBiology

50. 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

51. A Visual Approach to Improving the Experience of Health Information for Vulnerable Individuals

: Woollen, Janet
: 2018
: Theses
: Information scienceHealth literacyMedical informaticsInformation visualization

52. Augmenting expertise: Toward computer-enhanced clinical comprehension

: Cohen, Trevor
: 2007
: Theses
: Artificial intelligenceLatent semantic indexingClinical competence

53. A Team-Based Approach to Studying Complex Healthcare Processes

: Jiang, Silis Y.
: 2017
: Theses
: Information scienceMedical records--Data processingMedical careCommunication in medicineHealth care teams

54. 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

55. An Evaluation of Computational Methods to Support the Clinical Management of Chronic Disease Populations

: Feller, Daniel
: 2020
: Theses
: Health services administrationChronically ill--CareIntegrated delivery of health careHIV (Viruses)--Patients--Services forPatients--CareHealth--Information servicesMedical records--Data processingHealth--Social aspectsHealth behavior--Research

56. Analysis of trans eSNPs infers regulatory network architecture

: Kreimer, Anat
: 2014
: Theses
: Bioinformatics

57. Analysis of Search on Clinical Narrative within the EHR

: Natarajan, Karthik
: 2012
: Theses
: Information science

58. Aberrantly Expressed CeRNAs Account for Missing Genomic Variability of Cancer Genes via MicroRNA-Mediated Interactions

: Chiu, Hua-Sheng
: 2014
: Theses
: CarcinogenesisOncogenesBioinformaticsRNABiology--ClassificationGenetics

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