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1. Automated machine learning to evaluate the information content of tropospheric trace gas columns for fine particle estimates over India: a modeling testbed

Zheng, Zhonghua; Fiore, Arlene M.; Westervelt, Daniel M.; Milly, George P.; Goldsmith, Jeff; Karambelas, Alexandra N.; Curci, Gabriele; Randles, Cynthia A.; Paiva, Antonio R.; Wang, Chi; Wu, Qingyun; Dey, Sagnik
2022
Data (Information)
Atmospheric aerosolsAir--Pollution--Remote sensingAtmospheric chemistryTropospheric chemistryMachine learning

2. Statistical analysis of large scale data with perturbation subsampling

Yao, Yujing
2022
Theses
Biometry--Statistical methodsBiostatisticsBiobanksPhenotypeComputer storage devices--Mathematical models

3. Analysis Approaches for Wearable Device Data

Hilden, Patrick
2021
Theses
BiometryWearable technologyCalorimeters

4. 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

5. 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

6. Regularized Greedy Gradient Q-Learning with Mobile Health Applications

Lu, Xiaoqi
2021
Theses
BiometryMobile appsSmoking cessationSubstance abuse--PreventionReinforcement learningMental healthMedical technology

7. Statistical and Machine Learning Methods for Precision Medicine

Chen, Yuan
2021
Theses
BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making

8. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders

Wang, Qinxia
2021
Theses
BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography

9. Topics in Bayesian Design and Analysis for Sampling

Liu, Yutao
2021
Theses
BiometryBayesian statistical decision theory--Mathematical modelsEpidemiologySurveys

10. Clustering Algorithm for Zero-Inflated Data

Thanataveerat, Anusorn
2020
Theses
Biometry--Statistical methodsCluster analysis--Data processingMedicine--ResearchBiology--Research

11. Creation of the Person-Centered Wellness Home in Older Adults

Mielenz, Thelma J.; Tracy, Melissa S.; Jia, Haomiao; Durbin, Laura L.; Allegrante, John P.; Arniella, Guedy; Sorensen, Julie A.
2020
Articles
Patient-centered health careChronically illHealth promotionCommunity health services for older people

12. Impact of patient education videos on genetic counseling outcomes after exome sequencing

Hernan, Rebecca Rose; Cho, Megan T.; Wilson, Ashley L.; Ahimaz, Priyanka Rebecca; Au, Catherine; Berger, Sara; Guzman, Edwin; Primiano, Michelle; Shaw, Jessica E.; Ross, Meredith; Tabanfar, Leyla; Chilton, Ilana Tamar; Griffin, Emily Leann; Ratner, Chana; Anyane-Yeboa, Kwame; Iglesias, Alejandro Daniel; Pisani, Laura; Roohi, Jasmin; Duong, Jimmy; Martinez, Josue Natanael; Appelbaum, Paul S.; Klitzman, Robert L.; Ottman, Ruth; Chung, Wendy K.; Wynn, Julia
2020
Articles
Genetic counselorsGenetic counselingPatient education--Audio-visual aidsPatient education--Evaluation

13. Optimal Treatment Regimes for Personalized Medicine and Mobile Health

Oh, Eun Jeong
2020
Theses
BiometryPersonalized medicineTherapeutics

14. Statistical Issues in Platform Trials with a Shared Control Group

Overbey, Jessica Ryan
2020
Theses
BiometryClinical trialsClinical trials--MethodologyMultiplicity (Mathematics)Error analysis (Mathematics)

15. 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

16. Cognitive training and neuroplasticity in mild cognitive impairment (COG-IT): protocol for a two-site, blinded, randomised, controlled treatment trial

D'Antonio, Jessica; Simon-Pearson, Laura; Goldberg, Terry E.; Sneed, Joel R.; Rushia, Sara; Kerner, Nancy Allison; Andrews, Howard F.; Hellegers, Caroline; Tolbert, Sierra; Perea, Elena; Petrella, Jeffrey; Doraiswamy, P. Murali; Devanand, Devangere P.
2019
Articles
Mild cognitive impairmentNeuroplasticityBrain--AgingClinical trials--MethodologyPsychiatry

17. Cytogenetic analysis of 130 renal oncocytomas identify three distinct and mutually exclusive diagnostic classes of chromosome aberrations

Anderson, Christopher B.; Lipsky, Michael; Nandula, Subhadra; Freeman, Christopher Edward; Matthews, Thomas; Walsh, Caitlin; Li, Gen; Szabolcs, Matthias; Mansukhani, Mahesh M.; McKiernan, James M.; Vundavalli, Murty V.
2019
Articles
CytogeneticsKaryotypesKidneysTumorsPathology, Cellular

18. Functional data analytics for wearable device and neuroscience data

Wrobel, Julia Lynn
2019
Theses
BiometryRegression analysisFunctional analysisNeurobiology

19. Machine Learning Methods for Personalized Medicine Using Electronic Health Records

Wu, Peng
2019
Theses
BiometryMedical records--Data processingMachine learningPersonalized medicine

20. Personalized Policy Learning with Longitudinal mHealth Data

Hu, Xinyu
2019
Theses
BiometryRecommender systems (Information filtering)Mobile appsElectronic data processing--MedicinePersonalized medicine