Bayesian Modeling of COVID-19 Positivity Rate -- the Indiana experience

Autor: Boukai, Ben, Wang, Jiayue

In this short technical report we model, within the Bayesian framework, the rate of positive tests reported by the the State of Indiana, accounting also for the substantial variability (and overdispeartion) in the daily count of the tests performed.

Externí odkaz: http://arxiv.org/abs/2007.06541

MBIS: Multivariate Bayesian Image Segmentation Tool

Autor: Esteban, Oscar, Wollny, Gert, Gorthi, Subrahmanyam, Ledesma-Carbayo, Maria-J., Thiran, Jean-Philippe, Santos, Andres, Bach-Cuadra, Meritxell

Publikováno v: Comput. Meth. Prog. Bio. 115(2):76-94 (2014)

We present MBIS (Multivariate Bayesian Image Segmentation tool), a clustering tool based on the mixture of multivariate normal distributions model. MBIS supports multi-channel bias field correction based on a B-spline model. A second methodological n

Externí odkaz: http://arxiv.org/abs/1404.0600

An analytics approach to designing patient centered medical homes

Autor: Ajorlou, Saeede, Shams, Issac, Yang, Kai

Recently the patient-centered medical home (PCMH) model has become a popular team-based approach focused on delivering more streamlined care to patients. In current practices of medical homes, a clinical-based prediction frame is recommended because

Externí odkaz: http://arxiv.org/abs/1402.6666

Using a Bayesian change-point statistical model with autoregressive terms to study the monthly number of dispensed asthma medications by public health services

Autor: Martinez, Edson, Santos Previdelli, Isolde Terezinha, Marques de Mello, Luane, Casale Aragon, Davi, Mota de Queiroz, José André

Publikováno v: SORT-Statistics and Operations Research Transactions; 2018: Vol.: 42 Núm.: 1 January-June; p. 3-26
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
oai:raco.cat:article/338204
Repositori Institucional de la Universitat Rovira i Virgili
Universitat Rovira i virgili (URV)

In this paper, it is proposed a Bayesian analysis of a time series in the presence of a random change-point and autoregressive terms. The development of this model was motivated by a data set related to the monthly number of asthma medications dispen

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::e32952a1824b46155212611176950aba
https://www.raco.cat/index.php/SORT/article/view/338204

A multivariate hierarchical Bayesian framework for healthcare predictions with application to medical home study in the Department of Veteran Affairs

Autor: Shams, I., Ajorlou, S., Kai Yang

Publikováno v: Scopus-Elsevier

Recently the patient centered medical home (PCMH) model has become a popular approach to deliver better care to patients. Current research shows that the most important key for succession of this method is to make balance between healthcare supply an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::897a5e9afd4423211ef3257a55f748ab
http://arxiv.org/abs/1403.0674