En la actualidad API REST es el enfoque de desarrollo de aplicaciones más usado a nivel mundial, ... more En la actualidad API REST es el enfoque de desarrollo de aplicaciones más usado a nivel mundial, sin embargo, un gran porcentaje del desarrollo es repetitivo. La repetición en el desarrollo genera pérdidas de tiempo y dinero. En el presente estudio se propone EasyRest, un proyecto de generación automática de API Rest basado en Spring Framework. Para el desarrollo de esta propuesta se realizó la construcción de un arquetipo personalizado en Apache Maven. Además, se realizó la construcción de los templates basados en Beetl. La propuesta genera un proyecto backend Rest, que contiene controladores, servicios y repositorios. Los resultados obtenidos con la propuesta pudieron reducir significativamente el tiempo necesario para la construcción del API Rest, en comparación a una construcción manual. Como conclusión la propuesta EasyRest permite la creación automática de API’s Rest en un mínimo de tiempo de desarrollo, automatizando el desarrollo de proyectos backend.
Cataract is a degenerative condition that, according to estimations, will rise globally. Even tho... more Cataract is a degenerative condition that, according to estimations, will rise globally. Even though there are various proposals about its diagnosis, there are remaining problems to be solved. This paper aims to identify the current situation of the recent investigations on cataract diagnosis using a framework to conduct the literature review with the intention of answering the following research questions: RQ1) Which are the existing methods for cataract diagnosis? RQ2) Which are the features considered for the diagnosis of cataracts? RQ3) Which is the existing classification when diagnosing cataracts? RQ4) And Which obstacles arise when diagnosing cataracts? Additionally, a cross-analysis of the results was made. The results showed that new research is required in: (1) the classification of “congenital cataract” and, (2) portable solutions, which are necessary to make cataract diagnoses easily and at a low cost.
International Journal of Online and Biomedical Engineering (iJOE)
As cervical cancer is considered one of the leading causes of death for women globally, different... more As cervical cancer is considered one of the leading causes of death for women globally, different screening techniques have emerged. As the Papanicolaou technique generates high numbers of false negatives due to only testing 20% of a sample, the liquid-based cytology technique was developed to test 100% of the sample and improve accuracy. However, as the larger sample size has made it difficult to detect the lesion images through a microscope, studies have looked for ways to intelligently analyze sample. The aim of this study is to develop an artificial intelligence image recognition system that detects the lesion level of cervical cancer of liquid-based Pap smears under the Bethesda classification of cancer (NI/LSIEL/HSIEL/SCC). For this purpose, six activities were carried out: dataset selection, data augmentation, optimization, model development, evaluation and system construction. A dataset built from publicly available Pap smear images and passed through data augmentation algor...
En la actualidad API REST es el enfoque de desarrollo de aplicaciones más usado a nivel mundial, ... more En la actualidad API REST es el enfoque de desarrollo de aplicaciones más usado a nivel mundial, sin embargo, un gran porcentaje del desarrollo es repetitivo. La repetición en el desarrollo genera pérdidas de tiempo y dinero. En el presente estudio se propone EasyRest, un proyecto de generación automática de API Rest basado en Spring Framework. Para el desarrollo de esta propuesta se realizó la construcción de un arquetipo personalizado en Apache Maven. Además, se realizó la construcción de los templates basados en Beetl. La propuesta genera un proyecto backend Rest, que contiene controladores, servicios y repositorios. Los resultados obtenidos con la propuesta pudieron reducir significativamente el tiempo necesario para la construcción del API Rest, en comparación a una construcción manual. Como conclusión la propuesta EasyRest permite la creación automática de API’s Rest en un mínimo de tiempo de desarrollo, automatizando el desarrollo de proyectos backend.
Cataract is a degenerative condition that, according to estimations, will rise globally. Even tho... more Cataract is a degenerative condition that, according to estimations, will rise globally. Even though there are various proposals about its diagnosis, there are remaining problems to be solved. This paper aims to identify the current situation of the recent investigations on cataract diagnosis using a framework to conduct the literature review with the intention of answering the following research questions: RQ1) Which are the existing methods for cataract diagnosis? RQ2) Which are the features considered for the diagnosis of cataracts? RQ3) Which is the existing classification when diagnosing cataracts? RQ4) And Which obstacles arise when diagnosing cataracts? Additionally, a cross-analysis of the results was made. The results showed that new research is required in: (1) the classification of “congenital cataract” and, (2) portable solutions, which are necessary to make cataract diagnoses easily and at a low cost.
International Journal of Online and Biomedical Engineering (iJOE)
As cervical cancer is considered one of the leading causes of death for women globally, different... more As cervical cancer is considered one of the leading causes of death for women globally, different screening techniques have emerged. As the Papanicolaou technique generates high numbers of false negatives due to only testing 20% of a sample, the liquid-based cytology technique was developed to test 100% of the sample and improve accuracy. However, as the larger sample size has made it difficult to detect the lesion images through a microscope, studies have looked for ways to intelligently analyze sample. The aim of this study is to develop an artificial intelligence image recognition system that detects the lesion level of cervical cancer of liquid-based Pap smears under the Bethesda classification of cancer (NI/LSIEL/HSIEL/SCC). For this purpose, six activities were carried out: dataset selection, data augmentation, optimization, model development, evaluation and system construction. A dataset built from publicly available Pap smear images and passed through data augmentation algor...
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