Methodological proposal for constructing a classifier algorithm in clinical diagnostics of diseases using Bayesian methods

José Rafael Tovar Cuevas; Andrés Camilo Méndez Alzate; Diana María Caicedo Borrero; Juan David Díaz Mutis; Lizeth Fernanda Suárez Mensa; Lyda Elena Osorio Amaya

doi:10.1515/em-2021-0020

Methodological proposal for constructing a classifier algorithm in clinical diagnostics of diseases using Bayesian methods

José Rafael Tovar Cuevas
, Andrés Camilo Méndez Alzate
, Diana María Caicedo Borrero
, Juan David Díaz Mutis
, Lizeth Fernanda Suárez Mensa
, Lyda Elena Osorio Amaya

Universidad del Valle

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Abstract

To develop a methodological proposal to build clinical classifiers using information about signs and symptoms reported by the patient in initial the consultation and laboratory test results.

Original language	English
Journal	Epidemiologic Methods
Volume	11
Issue number	1
DOIs	https://doi.org/10.1515/em-2021-0020
State	Published - 27 Jan 2022

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Access to Document

10.1515/em-2021-0020

Cite this

@article{901fd069633f474183fdbe4e3f281dc0,

title = "Methodological proposal for constructing a classifier algorithm in clinical diagnostics of diseases using Bayesian methods",

abstract = " To develop a methodological proposal to build clinical classifiers using information about signs and symptoms reported by the patient in initial the consultation and laboratory test results. ",

author = "Cuevas, \{Jos{\'e} Rafael Tovar\} and Alzate, \{Andr{\'e}s Camilo M{\'e}ndez\} and Borrero, \{Diana Mar{\'i}a Caicedo\} and Mutis, \{Juan David D{\'i}az\} and Mensa, \{Lizeth Fernanda Su{\'a}rez\} and Amaya, \{Lyda Elena Osorio\}",

year = "2022",

month = jan,

day = "27",

doi = "10.1515/em-2021-0020",

language = "English",

volume = "11",

journal = "Epidemiologic Methods",

number = "1",

}

TY - JOUR

T1 - Methodological proposal for constructing a classifier algorithm in clinical diagnostics of diseases using Bayesian methods

AU - Cuevas, José Rafael Tovar

AU - Alzate, Andrés Camilo Méndez

AU - Borrero, Diana María Caicedo

AU - Mutis, Juan David Díaz

AU - Mensa, Lizeth Fernanda Suárez

AU - Amaya, Lyda Elena Osorio

PY - 2022/1/27

Y1 - 2022/1/27

N2 - To develop a methodological proposal to build clinical classifiers using information about signs and symptoms reported by the patient in initial the consultation and laboratory test results.

AB - To develop a methodological proposal to build clinical classifiers using information about signs and symptoms reported by the patient in initial the consultation and laboratory test results.

UR - https://doi.org/10.1515/em-2021-0020

U2 - 10.1515/em-2021-0020

DO - 10.1515/em-2021-0020

M3 - Article

VL - 11

JO - Epidemiologic Methods

JF - Epidemiologic Methods

IS - 1

ER -

Methodological proposal for constructing a classifier algorithm in clinical diagnostics of diseases using Bayesian methods

Abstract

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this