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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

21. Quantile regression for zero-inflated outcomes

Ling, Wodan
2019
Theses
BiometryQuantile regressionMathematical modelsDistribution (Probability theory)

22. Robust Statistical Approaches Dealing with High-Dimensional Observational Data

Zhu, Huichen
2019
Theses
BiometryBiometry--Data processingStatisticsDecision trees

23. Statistical Methods for Constructing Heterogeneous Biomarker Networks

Xie, Shanghong
2019
Theses
BiometryBiochemical markersPrognosisGraphical modeling (Statistics)

24. Statistical Methods for Epigenetic Data

Wang, Ya
2019
Theses
BiometryEpigeneticsDNA--MethylationStatistics

25. Statistical Methods for Genetic Studies with Family History of Diseases

Lee, Annie Jehe
2019
Theses
BiometryStatisticsGeneticsFamilial diseasesEpidemiology

26. Statistical methods for the study of etiologic heterogeneity

Zabor, Emily Craig
2019
Theses
BiometryEpidemiologyCancer--EtiologyDiseases--Causes and theories of causationEpidemiology--Statistical methods

27. Validation of Melanoma Immune Profile (MIP), a Prognostic Immune Gene Prediction Score for Stage II–III Melanoma

Gartrell, Robyn D.; Marks, Douglas K.; Rizk, Emanuelle M.; Bogardus, Margaret Haskell; Gérard, Camille L.; Barker, Luke William; Fu, Yichun; Esancy, Camden L.; Li, Gen; Ji, Jiayi; Rui, Shumin; Ernstoff, Marc S.; Taback, Bret; Pabla, Sarabjot; Chang, Rui; Lee, Sandra J.; Krolewski, John J.; Morrison, Carl; Horst, Basil; Saenger, Yvonne M.
2019
Articles
MelanomaMelanoma--Immunological aspectsMelanoma--Genetic aspectsBiometryMedicine

28. A First Step Towards Behavioral Coaching for Managing Stress: A Case Study on Optimal Policy Estimation with Multi-stage Threshold Q-learning

Hu, Xinyu; Hsueh, Pei-Yun S.; Chen, Ching-Hua; Diaz, Keith; Cheung, Ying Kuen; Qian, Min
2018
Conference Objects
Stress managementCardiovascular system--Diseases--PreventionHealth

29. An improved statistical model for taxonomic assignment of metagenomics

Yao, Yujing; Jin, Zhezhen; Lee, Joseph H.
2018
Articles
MetagenomicsCladistic analysisStatistical matchingGenomics

30. A pan-cancer analysis of driver gene mutations, DNA methylation and gene expressions reveals that chromatin remodeling is a major mechanism inducing global changes in cancer epigenomes

Youn, Ahrim; Kim, Kyung In; Rabadan, Raul; Tycko, Benjamin; Shen, Yufeng; Wang, Shuang
2018
Articles
DNA--MethylationGene expressionCancer--Genetic aspectsTumorsEpigenetics

31. Associations Between Brain Structure and Connectivity in Infants and Exposure to Selective Serotonin Reuptake Inhibitors During Pregnancy

Lugo-Candelas, Claudia; Cha, Jiook; Hong, Susie; Bastidas, Vanessa; Weissman, Myrna M.; Fifer, William P.; Myers, Michael M.; Talati, Ardesheer; Bansal, Ravi; Peterson, Bradley S.; Monk, Catherine E.; Gingrich, Jay A.; Posner, Jonathan Eric
2018
Articles
Serotonin uptake inhibitorsFetus--DevelopmentDevelopmental neurobiologyPregnancyPsychiatry

32. Bayesian Modeling for Mental Health Surveys

Williams, Sharifa Zakiya
2018
Theses
BiometryEpidemiologyPublic healthBayesian statistical decision theory--Data processingMental health surveys

33. Cerebral white matter disease and functional decline in older adults from the Northern Manhattan Study: A longitudinal cohort study

Dhamoon, Mandip Singh; Cheung, Ying Kuen; Moon, Yeseon P.; DeRosa, Janet; Sacco, Ralph L.; Elkind, Mitchell S.; Wright, Clinton B.
2018
Articles
NeurologyMedicineCerebral ischemiaCognition disordersCardiovascular fitness

34. Creatinine- versus cystatin C-based renal function assessment in the Northern Manhattan Study

Husain, Syed Ali; Willey, Joshua Zebadiah; Moon, Yeseon P.; Elkind, Mitchell S.; Sacco, Ralph L.; Wolf, Myles; Cheung, Ken; Wright, Clinton B.; Mohan, Sumit
2018
Articles
Kidneys--DiseasesGlomerular filtration rateEpidemiologyCreatinineCystatins

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. Decelerated DNA methylation age predicts poor prognosis of breast cancer

Ren, Jun-Ting; Wang, Mei-Xia; Su, Yi; Tang, Lu-Ying; Ren, Ze-Fang
2018
Articles

37. Design and Analysis of Sequential Multiple Assignment Randomized Trial for Comparing Multiple Adaptive Interventions

Zhong, Xiaobo
2018
Theses
BiometryPublic healthInterventionPersonalized medicineTherapeutics

38. Design considerations for early-phase clinical trials of immune-oncology agents

Wages, Nolan A.; Chiuzan, Codruta; Panageas, Katherine S.
2018
Articles
ImmunotherapyClinical trialsCancer--TreatmentBiometry

39. Diagnostic odyssey of patients with mitochondrial disease: Results of a survey

Grier, Johnston; Hirano, Michio; Karaa, Amel; Shepard, Emma; Thompson, John L.
2018
Articles
NeurologyGeneticsMitochondrial pathologyBiometry

40. Discerning suicide in drug intoxication deaths: Paucity and primacy of suicide notes and psychiatric history

Rockett, Ian R. H.; Caine, Eric D.; Connery, Hilary S.; D’Onofrio, Gail; Gunnell, David; Miller, Ted R.; Nolte, Kurt B.; Kaplan, Mark S.; Kapusta, Nestor D.; Lilly, Christa L.; Nelson, Lewis S.; Putnam, Sandra L.; Stack, Steven; Varnik, Peeter; Webster, Lynn R.; Jia, Haomiao
2018
Articles
PsychiatryDrugs--OverdoseSuicideDrug abuseEpidemiology

41. Episodic memory performance in a multi-ethnic longitudinal study of 13,037 elderly

Lee, Seonjoo; Zhou, Xingtao; Gao, Yizhe; Vardarajan, Badri N.; Reyes-Dumeyer, Dolly; Rajan, Kumar B.; Wilson, Robert S.; Evans, Denis; Besser, Lilah; Kukull, Walter A.; Bennett, David A.; Brickman, Adam M.; Schupf, Nicole; Mayeux, Richard Paul; Barral, Sandra
2018
Articles
NeurologyMemory--Age factorsBrain--AgingOlder peopleCognition disorders

42. Flexible Regression Models for Estimating Interactions between a Treatment and Scalar/Functional Predictors

Park, Hyung
2018
Theses
BiometryRegression analysisTherapeuticsStatistics

43. History of periodontal treatment and risk for intrauterine growth restriction (IUGR)

Ananth, Cande V.; Andrews, Howard F.; Papapanou, Panos N.; Ward, Angela M.; Bruzelius, Emilie; Conicella, Mary L.; Albert, David A.
2018
Articles
Periodontal disease--TreatmentFetus--GrowthObstetrics

44. ILDR2 has a negligible role in hepatic steatosis

Millings, Elizabeth Joy; De Rosa, Maria Caterina; Flee, Sarah; Watanabe, Kazuhisa; Rausch, Richard; Egli, Dietrich Meinrad; Li, Gen; LeDuc, Charles A.; Zhang, Yiying; Fischer, Stuart G.; Leibel, Rudolph L.
2018
Articles
Fatty degenerationLiver cellsMedical sciencesFatty liverMolecular genetics

45. Impact of Receiving Secondary Results from Genomic Research: A 12‐Month Longitudinal Study

Wynn, Julia; Martinez, Josue Natanael; Bulafka, Jessica; Duong, Jimmy; Zhang, Y.; Chiuzan, Codruta; Preti, Jain; Cremona, Maria L.; Jobanputra, Vaidehi; Fyer, Abby; Klitzman, Robert L.; Appelbaum, Paul S.; Chung, Wendy K.
2018
Articles
GenomicsGenetic counselingBioethics

46. Insights into myalgic encephalomyelitis/chronic fatigue syndrome phenotypes through comprehensive metabolomics

Nagy-Szakal, Dorottya; Barupal, Dinesh K.; Lee, Bohyun; Che, Xiaoyu; Williams, Brent L.; Kahn, Ellie J. R.; Ukaigwe, Joy E.; Bateman, Lucinda; Klimas, Nancy G.; Komaroff, Anthony L.; Levine, Susan; Montoya, José G.; Peterson, Daniel L.; Levin, Bruce; Hornig, Mady; Fiehn, Oliver; Lipkin, W. Ian
2018
Articles
Chronic fatigue syndromeMetabolitesMolecular biologyNervous system--Diseases

47. Method overtness, forensic autopsy, and the evidentiary suicide note: A multilevel National Violent Death Reporting System analysis

Rockett, Ian R. H.; Caine, Eric D.; Stack, Steven; Connery, Hilary S.; Nolte, Kurt B.; Lilly, Christa L.; Miller, Ted R.; Nelson, Lewis S.; Putnam, Sandra L.; Nestadt, Paul S.; Jia, Haomiao
2018
Articles
Violent deathsEpidemiologyAutopsyPsychological autopsySuicideBiometry

48. Methods in functional data analysis and functional genomics

Backenroth, Daniel
2018
Theses
BiometryStatisticsFunctional analysisFunctional genomics

49. Mitochondrial disease patient motivations and barriers to participate in clinical trials

Zolkipli-Cunningham, Zarazuela; Xiao, Rui; Stoddart, Amy; McCormick, Elizabeth M.; Holberts, Amy; Burrill, Natalie; McCormack, Shana; Williams, Lauren; Wang, Xiaoyan; Thompson, John L.; Falk, Marni J.
2018
Articles
Mitochondrial pathologyBiometryClinical trialsPatients--Attitudes

50. Quantitative Analysis of Immune Infiltrates in Primary Melanoma.

Gartrell, Robyn D.; Marks, Douglas K.; Hart, Thomas D.; Li, Gen; Davari, Danielle R.; Wu, Alan; Blake, Zoë; Lu, Yan; Askin. Kayleigh N.; Monod, Anthea; Esancy, Camden L.; Stack, Edward C.; Jia, Dan Tong; Armenta, Paul M.; Fu, Yichun; Izaki, Daisuke; Taback, Bret; Rabadan, Raul; Kaufman, Howard L.; Drake, Charles G.; Horst, Basil; Saenger, Yvonne M.
2018
Articles
MelanomaMelanoma--HistopathologyMelanoma--Immunological aspectsTumors--Immunological aspectsImmunofluorescenceMachine learning