Cargando…

Network of Fuzzy Comparators for Ovulation Window Prediction

This paper presents the problem and the solution of ovulation date prediction based on simple data acquired by a woman in home environment. It describes a method of processing collected data as a multivariate time series. The novelty of this algorithm lies in its ability to predict the ovulation dat...

Descripción completa

Detalles Bibliográficos
Autores principales: Sosnowski, Łukasz, Szymusik, Iwona, Penza, Tomasz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274659/
http://dx.doi.org/10.1007/978-3-030-50153-2_59
Descripción
Sumario:This paper presents the problem and the solution of ovulation date prediction based on simple data acquired by a woman in home environment. It describes a method of processing collected data as a multivariate time series. The novelty of this algorithm lies in its ability to predict the ovulation date and not only to retrospectively detect it. This is achieved by applying the fuzzy network of comparators (NoC) to compare the menstrual cycle being analyzed with the reference set of historical cycles.