Functional data analysis to characterize disease patterns in frequent longitudinal data: application to bacterial vaginal microbiota patterns using weekly Nugent scores and identification of pattern-specific risk factors

Modeling the temporal dynamics of cervicovaginal microbiota identifies targets that may promote reproductive health

(2021) Alexander Munoz et al.   Microbiome

Differential effects of depot medroxyprogesterone acetate administration on vaginal microbiome in Hispanic White and Black women

(2019) Liying Yang et al.   Emerging Microbes & Infections

Risk and protective factors associated with BV chronicity among women in Rakai, Uganda

(2019) Marie E Thoma et al.   SEXUALLY TRANSMITTED INFECTIONS

Impact of contraceptive initiation on vaginal microbiota

(2018) Sharon L. Achilles et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Pharmacokinetic, biologic and epidemiologic differences in MPA- and NET-based progestin-only injectable contraceptives relative to the potential impact on HIV acquisition in women

(2018) Renee Heffron et al.   CONTRACEPTION

High-dimensional functional time series forecasting: An application to age-specific mortality rates

(2018) Yuan Gao et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Pathogenesis of Bacterial Vaginosis: Discussion of Current Hypotheses

(2016) Christina A. Muzny et al.   JOURNAL OF INFECTIOUS DISEASES

Functional Data Analysis

(2016) Jane-Ling Wang et al.   Annual Review of Statistics and Its Application

Ecological Momentary Assessment of Illicit Drug Use Compared to Biological and Self-Reported Methods

(2016) Beth S. Linas et al.   JMIR mHealth and uHealth

Utilizing mHealth methods to identify patterns of high risk illicit drug use

(2015) Beth S. Linas et al.   DRUG AND ALCOHOL DEPENDENCE

Monitoring 6-Month Trajectory of Grip Strength Improves the Prediction of Long-Term Change in Grip Strength in Disabled Older Women

(2014) Qian-Li Xue et al.   JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

A mixture of transition models for heterogeneous longitudinal ordinal data: with applications to longitudinal bacterial vaginosis data

(2014) Kyeongmi Cheon et al.   STATISTICS IN MEDICINE

A survey of functional principal component analysis

(2013) Han Lin Shang   AStA-Advances in Statistical Analysis

Daily temporal dynamics of vaginal microbiota before, during and after episodes of bacterial vaginosis

(2013) Jacques Ravel et al.   Microbiome

Temporal Dynamics of the Human Vaginal Microbiota

(2012) P. Gajer et al.   Science Translational Medicine

The Natural History of Bacterial Vaginosis Diagnosed by Gram Stain Among Women in Rakai, Uganda

(2011) Marie E. Thoma et al.   SEXUALLY TRANSMITTED DISEASES

Longitudinal Changes in Vaginal Microbiota Composition Assessed by Gram Stain Among Never Sexually Active Pre- and Postmenarcheal Adolescents in Rakai, Uganda

(2010) Marie E. Thoma et al.   Journal of Pediatric and Adolescent Gynecology

Bacterial Vaginosis: Identifying Research Gaps Proceedings of a Workshop Sponsored by DHHS/NIH/NIAID

(2010) Jeanne M. Marrazzo et al.   SEXUALLY TRANSMITTED DISEASES

The Short-term Variability of Bacterial Vaginosis Diagnosed by Nugent Gram Stain Criteria Among Sexually Active Women in Rakai, Uganda

(2010) Marie E. Thoma et al.   SEXUALLY TRANSMITTED DISEASES