1. Computational Algorithms for Multi-omics and Electronic Health Records Data Guo, Jia 2023 Theses BiometryMedical records--Data processingAlgorithmsDiagnosisKidneys--DiseasesCancer--Diagnosis
2. Functional and Parametric Modeling Methods for PET Imaging Data Shieh, Denise 2023 Theses BiometryParametric vibration--Mathematical modelsAxonsSerotonin
3. General Bayesian Calibration Framework for Model Contamination and Measurement Error Wang, Siquan 2023 Theses BiometryBiostatisticsBayesian statistical decision theoryMathematical statisticsAsthma in childrenIndoor air pollution--Measurement
4. Phase II/III Transitional Seamless Trial Designs with Different Objectives and Endpoint Types Tumasian III, Robert A. 2023 Theses BiometryDrugs--TestingClinical trials--Methodology
5. Functional Data Analysis and Machine Learning for High-Dimensional Structured Data Garcia de la Garza, Angel 2022 Theses BiometryNeurosciencesPublic healthMachine learning--Industrial applicationsSuicide--Risk factorsSuicide--Epidemiology
6. Statistical Methods for Learning Patients Heterogeneity and Treatment Effects to Achieve Precision Medicine Xu, Tianchen 2022 Theses BiometryBlood glucose--Physiological effectInsulin resistancePeriodontal diseaseMedical statistics
7. The Joint Modeling of Longitudinal Covariates and Censored Quantile Regression for Health Applications Hu, Bo 2022 Theses BiometryBiostatisticsAnalysis of covariance--Mathematical modelsQuantile regressionCensored observations (Statistics)
8. Analysis Approaches for Wearable Device Data Hilden, Patrick 2021 Theses BiometryWearable technologyCalorimeters
9. Bayesian Modeling in Personalized Medicine with Applications to N-of-1 Trials Liao, Ziwei 2021 Theses BiometryBayesian statistical decision theory--Mathematical modelsPersonalized medicineTherapeutics--Mathematical modelsPlacebos (Medicine)--Testing
10. Causal Mediation Analysis for Effect Heterogeneity Zhang, Jiaqing 2021 Theses StatisticsBiometryMediation (Statistics)Public health
11. Dynamic graphical models and curve registration for high-dimensional time course data McDonnell, Erin I. 2021 Theses BiometryHippocampus (Brain)Huntington's diseaseAlzheimer's diseaseLewy body dementiaBrain--ImagingCircadian rhythmsPhenotype
12. Regularized Greedy Gradient Q-Learning with Mobile Health Applications Lu, Xiaoqi 2021 Theses BiometryMobile appsSmoking cessationSubstance abuse--PreventionReinforcement learningMental healthMedical technology
13. Statistical and Machine Learning Methods for Pattern Identification in Environmental Mixtures Gibson, Elizabeth Atkeson 2021 Theses Environmental healthBiometryPregnancyMachine learning--Statistical methodsBayesian statistical decision theory--Industrial applicationsNewborn infants--Health and hygieneEnvironmental toxicology
14. Statistical and Machine Learning Methods for Precision Medicine Chen, Yuan 2021 Theses BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making
15. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders Wang, Qinxia 2021 Theses BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography
16. Topics in Bayesian Design and Analysis for Sampling Liu, Yutao 2021 Theses BiometryBayesian statistical decision theory--Mathematical modelsEpidemiologySurveys
17. Effect modification by socioeconomic conditions on the effects of prescription opioid supply on drug poisoning deaths in the United States Fink, David S. 2020 Theses EpidemiologyBiometryPublic healthOpioid abuseDrugs--OverdoseEconomics--Sociological aspectsBayesian statistical decision theory--Data processingPoverty
18. Optimal Treatment Regimes for Personalized Medicine and Mobile Health Oh, Eun Jeong 2020 Theses BiometryPersonalized medicineTherapeutics
19. Predictors of Barriers to Medical Care Among People Living with HIV in New York City: Changes from 2002 to 2017 Zhao, Gagarin 2020 Theses BiometryHealth services accessibilityHIV-positive personsHIV-positive persons--Medical careHIV-positive persons--Care
20. Statistical Issues in Platform Trials with a Shared Control Group Overbey, Jessica Ryan 2020 Theses BiometryClinical trialsClinical trials--MethodologyMultiplicity (Mathematics)Error analysis (Mathematics)
21. Bayesian Modeling of Latent Heterogeneity in Complex Survey Data and Electronic Health Records Anthopolos, Rebecca 2019 Theses BiometryBayesian statistical decision theory--Mathematical modelsLongitudinal studiesMedical records--Data processing
22. Functional data analytics for wearable device and neuroscience data Wrobel, Julia Lynn 2019 Theses BiometryRegression analysisFunctional analysisNeurobiology
23. Machine Learning Methods for Personalized Medicine Using Electronic Health Records Wu, Peng 2019 Theses BiometryMedical records--Data processingMachine learningPersonalized medicine
24. Modern Statistical/Machine Learning Techniques for Bio/Neuro-imaging Applications Sun, Ruoxi 2019 Theses BiometryStatisticsComputer scienceImaging systems in biologyBayesian statistical decision theory
25. Personalized Policy Learning with Longitudinal mHealth Data Hu, Xinyu 2019 Theses BiometryRecommender systems (Information filtering)Mobile appsElectronic data processing--MedicinePersonalized medicine
26. Quantile regression for zero-inflated outcomes Ling, Wodan 2019 Theses BiometryQuantile regressionMathematical modelsDistribution (Probability theory)
27. Robust Statistical Approaches Dealing with High-Dimensional Observational Data Zhu, Huichen 2019 Theses BiometryBiometry--Data processingStatisticsDecision trees
28. Statistical Methods for Constructing Heterogeneous Biomarker Networks Xie, Shanghong 2019 Theses BiometryBiochemical markersPrognosisGraphical modeling (Statistics)
29. Statistical Methods for Epigenetic Data Wang, Ya 2019 Theses BiometryEpigeneticsDNA--MethylationStatistics
30. Statistical Methods for Genetic Studies with Family History of Diseases Lee, Annie Jehe 2019 Theses BiometryStatisticsGeneticsFamilial diseasesEpidemiology
31. Statistical methods for the study of etiologic heterogeneity Zabor, Emily Craig 2019 Theses BiometryEpidemiologyCancer--EtiologyDiseases--Causes and theories of causationEpidemiology--Statistical methods
32. Analysis of Oncogenic Signal Transduction with Application to KRAS Signaling Pathways Broyde, Joshua 2018 Theses BioinformaticsBiometryMolecular biologyCancer--Molecular aspectsCellular signal transductionOncology
33. Bayesian Modeling for Mental Health Surveys Williams, Sharifa Zakiya 2018 Theses BiometryEpidemiologyPublic healthBayesian statistical decision theory--Data processingMental health surveys
34. Computational genomics and genetics of developmental disorders Qi, Hongjian 2018 Theses BiometryGenomicsDevelopmental disabilities--Genetic aspects
35. Data-Driven Methods for Identifying and Validating Shorter Symptom Criteria Sets: The Case for DSM-5 Substance Use Disorders Raffo, Cheryl 2018 Theses BiometryMental illness--DiagnosisPsychiatrySubstance abuse--Diagnosis
36. Design and Analysis of Sequential Multiple Assignment Randomized Trial for Comparing Multiple Adaptive Interventions Zhong, Xiaobo 2018 Theses BiometryPublic healthInterventionPersonalized medicineTherapeutics
37. Flexible Regression Models for Estimating Interactions between a Treatment and Scalar/Functional Predictors Park, Hyung 2018 Theses BiometryRegression analysisTherapeuticsStatistics
38. In silico prediction of regulators of neuronal identity through phylogenetic footprinting Glenwinkel, Lori Ann 2018 Theses BiometryPhylogenyNeurons
39. Methods in functional data analysis and functional genomics Backenroth, Daniel 2018 Theses BiometryStatisticsFunctional analysisFunctional genomics
40. Microfluidic Selection of Aptamers towards Applications in Precision Medicine Olsen, Timothy Richard 2018 Theses Mechanical engineeringBiometryBiochemical markersPersonalized medicineMicrofluidic devices
41. Modeling the impact of internal state on sensory processing Lindsay, Grace Wilhelmina 2018 Theses NeurosciencesBiometryNeural circuitrySensory stimulationPerception
42. Statistical Learning Methods for Personalized Medicine Qiu, Xin 2018 Theses BiometryMachine learningMedical statisticsTherapeuticsPersonalized medicine
43. Statistical Methods for Integrated Cancer Genomic Data Using a Joint Latent Variable Model Drill, Esther 2018 Theses BiometryStatisticsGenomics--Data processingLatent structure analysis
44. Statistical Methods for Modeling Biomarkers of Neuropsychiatric Diseases Sun, Ming 2018 Theses BiometryBiochemical markersNeurobehavioral disordersStatisticsDiagnosisPsychiatry
45. Varying-Coefficient Models and Functional Data Analyses for Dynamic Networks and Wearable Device Data Lee, Jihui 2018 Theses BiometryStatisticsNetwork analysis (Planning)Wearable technologyComputer science
46. Marginal Screening on Survival Data Huang, Tzu Jung 2017 Theses BiometryStatisticsSurvival analysis (Biometry)--Data processingFailure time data analysis
47. Methods for functional regression and nonlinear mixed-effects models with applications to PET data Chen, Yakuan 2017 Theses BiometryRegression analysisMultilevel models (Statistics)Statistics
48. Quantitative approaches for profiling the T cell receptor repertoire in human tissues Grinshpun, Boris 2017 Theses Biology--ClassificationImmunologyBiometryT cells--Receptors
49. Prognostic Modeling in the Presence of Competing Risks: an Application to Cardiovascular and Cancer Mortality in Breast Cancer Survivors Leoce, Nicole Marie 2016 Theses Cardiovascular system--Diseases--MortalityCompeting risksBreast--Cancer--MortalityHealth risk assessment--Statistical methodsBreast--Cancer--PatientsBiometryOncology
50. Statistical Learning Methods for Personalized Medical Decision Making Liu, Ying 2016 Theses Machine learningBiometryTherapeuticsMultiple imputation (Statistics)Medical statisticsMachine learning--Statistical methods