Dennis D Cox
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Explore the profile of Dennis D Cox including associated specialties, affiliations and a list of published articles.
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27
Citations
233
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Recent Articles
1.
Yang J, Zhu H, Choi T, Cox D
Bayesian Anal
. 2021 Aug;
11(3):649-670.
PMID: 34457106
Functional data, with basic observational units being functions (e.g., curves, surfaces) varying over a continuum, are frequently encountered in various applications. While many statistical tools have been developed for functional...
2.
Zhu H, Morris J, Wei F, Cox D
Comput Stat Data Anal
. 2017 Oct;
111:88-101.
PMID: 29051679
Many scientific studies measure different types of high-dimensional signals or images from the same subject, producing multivariate functional data. These functional measurements carry different types of information about the scientific...
3.
Yang J, Cox D, Lee J, Ren P, Choi T
Biometrics
. 2017 Apr;
73(4):1082-1091.
PMID: 28395117
Functional data are defined as realizations of random functions (mostly smooth functions) varying over a continuum, which are usually collected on discretized grids with measurement errors. In order to accurately...
4.
Yamal J, Guillaud M, Atkinson E, Follen M, MacAulay C, Cantor S, et al.
Stat Anal Data Min
. 2015 Dec;
8(2):65-74.
PMID: 26617681
Although the Papanicolaou smear has been successful in decreasing cervical cancer incidence in the developed world, there exist many challenges for implementation in the developing world. Quantitative cytology, a semi-automated...
5.
Davies K, Cantor S, Cox D, Follen M
PLoS One
. 2015 May;
10(5):e0126573.
PMID: 25962157
Introduction: Since colposcopy helps to detect cervical cancer in its precancerous stages, as new strategies and technologies are developed for the clinical management of cervical neoplasia, precisely determining the accuracy...
6.
Wang L, Lee J, Lane P, Atkinson E, Zuluaga A, Follen M, et al.
Opt Express
. 2014 Apr;
22(7):7617-24.
PMID: 24718136
We are investigating spectroscopic devices designed to make in vivo cervical tissue measurements to detect pre-cancerous and cancerous lesions. All devices have the same design and ideally should record identical...
7.
Yamal J, Zewdie G, Cox D, Atkinson E, Cantor S, MacAulay C, et al.
J Biomed Opt
. 2012 May;
17(4):047002.
PMID: 22559693
Optical spectroscopy has been proposed as an accurate and low-cost alternative for detection of cervical intraepithelial neoplasia. We previously published an algorithm using optical spectroscopy as an adjunct to colposcopy...
8.
Buys T, Cantor S, Guillaud M, Adler-Storthz K, Cox D, Okolo C, et al.
Gend Med
. 2011 Sep;
9(1 Suppl):S7-24.
PMID: 21944317
There is an urgent global need for effective and affordable approaches to cervical cancer screening and diagnosis. In developing nations, cervical malignancies remain the leading cause of cancer-related deaths in...
9.
Yamal J, Follen M, Guillaud M, Cox D
Biostatistics
. 2011 Jun;
12(4):695-709.
PMID: 21642388
We consider here the problem of classifying a macro-level object based on measurements of embedded (micro-level) observations within each object, for example, classifying a patient based on measurements on a...
10.
Yamal J, Cox D, Atkinson E, MacAulay C, Price R, Follen M
Biomed Opt Express
. 2011 Jan;
1(2):641-657.
PMID: 21258497
We examined intensity and shape differences in 378 repeated spectroscopic measures of the cervix. We examined causes of variability such as presence of precancer or cancer, pathologic tissue type, menopausal...