1. High-throughput Characterization of Diagnosis Disparities Across Conditions and Observational Datasets Sun, Tony Yue 2024 Theses BioinformaticsEpidemiologyEquality--Health aspectsDiagnosisPhenotype
2. Molecular and genetic effect of coding variants in human Zhao, Yige 2024 Theses GeneticsHuman genetics--VariationBioinformaticsHuman genomeAllelomorphismMachine learningAutism--Research
3. Transformer Models for Clinical Target Prediction using Pathology Report Text Kefeli, Jenna 2024 Theses BioinformaticsMedical records--Data processingDiagnosisPathologyNosology
4. 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
5. 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
6. Generating Reliable and Responsive Observational Evidence: Reducing Pre-analysis Bias Ostropolets, Anna 2023 Theses BioinformaticsDecision makingPhenotype
7. Genetic and environmental determinants of recombination in coronaviruses Diuk-Wasser, Maria 2023 Theses VirologyBioinformaticsEvolution (Biology)Coronaviruses--GeneticsCoronavirus infectionsMachine learning--Industrial applications
8. Genotype-Phenotype Correlation of T Cells from Aged and Alzheimer's Disease Subjects Dressman, Dallin 2023 Theses ImmunologyBioinformaticsNeurosciencesAlzheimer's disease--Genetic aspectsPhenotypeMicrogliaNucleotide sequenceGene expression--Research--Methodology
9. Identifying and Targeting Master Regulators of Drug Resistance in Lung Adenocarcinoma through Network Analysis of Tumor Transcriptomic Data Griffin, Aaron Timothy 2023 Theses BioinformaticsBiology--ClassificationStatisticsBiochemical markersLungs--CancerAdenocarcinomaDrug resistance in cancer cellsMachine learning--Industrial applicationsAmerican Society of Clinical OncologyMemorial Sloan-Kettering Cancer Center
10. Phenotyping with Partially Labeled, Partially Observed Data Rodriguez, Victor Alfonso 2023 Theses BioinformaticsPhenotype
11. Prediction of Human Gut Bacterial Secreted Proteins and their Interactions with Human Colonic Proteins Velez-Cortes, Florencia 2023 Theses BioinformaticsIntestines--MicrobiologyDigestive organs--BacteriologyBacteriology
12. The itaconate-driven immunometabolic response to S. aureus promotes persistent lung infection Tomlinson, Kira Leigh 2023 Theses MicrobiologyImmunologyBioinformaticsStaphylococcus aureus infectionsBiofilmsGlycolysisPneumoniaNeutrophils--Immunology
13. Using electronic health records to understand COVID-19 risks Ramlall, Vijendra 2023 Theses BioinformaticsCOVID-19 (Disease)--EpidemiologyCOVID-19 (Disease)--Data processingCOVID-19 (Disease)--Risk factorsRetinal degenerationBlood coagulation disorders
14. Common and rare genetic effects on the transcriptome and their contribution to human traits Einson, Jonah 2022 Theses BioinformaticsHuman genetics--VariationBiology--ClassificationHuman genomeGenetic regulation
15. Mind the developmental gap: Identifying adverse drug effects across childhood to evaluate biological mechanisms from growth and development Giangreco, Nicholas Paul 2022 Theses BioinformaticsDevelopmental biologyChild developmentDrugs--Safety measuresDrugs--ToxicologyMedical statistics
16. Myeloid Heterogeneity in the Hippocampus Chintamen, Sana 2022 Theses NeurosciencesImmunologyBioinformaticsHippocampus (Brain)Developmental neurobiologyMice as laboratory animalsMacrophages--ResearchMicroglia
17. Systems-Level Approaches to Understanding Protein Synthesis Metz, Jordan Benjamin 2022 Theses BiologyComputer scienceBioinformaticsNucleotide sequenceRibosomesProteins--Synthesis--RegulationRNA-protein interactionsAnimal models in research
18. A Comparative Analysis of Genome Rearrangement in Ciliates Feng, Yi 2021 Theses BiologyBioinformaticsEvolution (Biology)Gene rearrangementCiliata--GeneticsEuplotesGenetic code
19. Characterizing molecular drivers of clinical outcome in pediatric acute leukemias by systems biology and machine learning Alloy, Alexandre Paul 2021 Theses BioinformaticsLeukemia--Genetic aspectsLeukemia in childrenMachine learningAcute leukemia
20. Genetic regulatory variant effects across tissues and individuals Flynn, Elise Duboscq 2021 Theses BioinformaticsMedical geneticsGene expression--ResearchHuman genomeCoronary heart disease--Genetic aspectsCoronary arteriesPhenotype