Machine Learning Applied to Prevention and Mental Health Care in Peru

Ponce, Edwin Kcomt; Cruz, Melissa Flores; Andrade–Arenas, Laberiano

doi:10.14569/ijacsa.2022.0130196

Cited by 4 publications

(3 citation statements)

References 17 publications

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“…On the part of agile methodologies, mention is made of the SCRUM method, which is called a work environment, in which integrated people can adapt to complex situations, in such a way that they can provide solutions and deliver products with the highest quality and possible value [25]. In addition, this methodology is responsible for minimizing all kinds of problems during the development of the project, since it is an environment that is usually constantly changing.…”

Section: About the Methodologymentioning

confidence: 99%

Implementation of an Intelligent System for the Diagnosis and Treatment of Venereal Diseases

Villacorta

Agüero

2022

Int. J. Onl. Eng.

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Over time, human beings are attacked by different venereal diseases, which cause serious consequences. Not all people know exactly if they suffer from a venereal disease, so they look for possible treatments based on their symptoms in different media, not all of them are reliable. The objective of the research is to implement an expert system, which through a web page, provides a correct diagnosis based on the symptoms registered by the user, as well as a possible treatment for the identified disease. This was achieved based on the knowledge tree that was developed in Python so that when a user completes the symptom record, the expert system continues with the process. All this procedure was carried out using the Common kads methodology. which is related based on knowledge topics. The result was the development of the application, which was validated by different specialists in expert systems, giving a total average of 4 as a response, which was qualified as a high-quality level, on the other hand, the system brings an improvement in the acquisition of information through the web, providing diagnoses and possible treatments, in addition, it provides a facility to people who do not wish to attend a health establishment, as well as to specialists in the health sector, which allows them to provide diagnoses and treatments.

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Section: About the Methodologymentioning

confidence: 99%

Implementation of an Intelligent System for the Diagnosis and Treatment of Venereal Diseases

Villacorta

Agüero

2022

Int. J. Onl. Eng.

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“…Each country focuses its efforts to control and take preventive measures in the face of the difficult situation. In addition, public health policies were implemented, which was necessary to avoid a resurgence in each city [1]. Despite this, the virus managed to spread, which caused the different states to make the decision to paralyze all activities.…”

Section: Introductionmentioning

confidence: 99%

Mobile application for care and health control of camelids

Villacorta

Aguero²

2023

IJEECS

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<span lang="EN-US">Due to the events caused by COVID-19, several activities were paralyzed, such as the export of camelids. In the present study, it was observed that many of the camelids that are located in the highest of the Andes, are exposed to diseases that originate from climatic changes or from the infrastructure in which they are inhabiting. For this reason, the veterinary mobile application for camelids was implemented, which will help care as well as sanitary control, this application was developed through the agile scrum methodology, since it adapts to the various modules used, which would be consulta of diseases, recommendations for breeding and contacts with veterinary experts. As a result, the optimal mobile application was obtained for the needs of the people who live in that sector. In addition, it made it easier for the farms, as well as for the people who are in the frozen areas, so that they have better care and control of this species of animals, since the camelids are part of the fauna of the Andes and above all all its fiber and its derivatives are exported, which generates great economic sustenance for that sector.</span>

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“…Intervention in the results is of the utmost importance because it can determine and find the appropriate treatment for such a disease. Patient outcomes for clinical status in COVID-19 patients were analyzed using fisher tests and also using wilcoxon rank sum tests, including 319 patients where symptoms such as fever, dyspnea, weakness, chills, fatigue, and detected dry cough among other symptoms associated with contracting the COVID-19 disease [2], [3]. Detection of infectious diseases such as COVID-19 is important to reduce its spread.…”

Section: Introductionmentioning

confidence: 99%

Mobile application: expert systems model for disease prevention

Rubio Paucar,

Ascona Rivas,

Andrade-Arenas

et al. 2023

Bulletin EEI

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In recent years, both locally and globally, many citizens are cornered by different diseases which grates a lot of concern in the person, due to the collapse of different medical centers, it is necessary to use information systems. The objective of the research is to develop a mobile application that allows detecting what type of disease a patient suffers from and maintaining communication with the expert in the field using an expert system such as azure machine learning studio that allows detecting the deadliest diseases. For the development of this research, the rup methodology was applied, which allows the use of different techniques where the necessary activities can be carried out with efficient communication. For the validation of this project, a survey was used for the experts with a questionnaire of questions, giving a positive result in the implementation of this project. The result was an acceptance of 83.3% in a high way in their survey responses. In conclusion, this mobile application was successfully designed, benefiting many people and, above all, preventing dangerous diseases that can even lead to death.

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Machine Learning Applied to Prevention and Mental Health Care in Peru

Cited by 4 publications

References 17 publications

Implementation of an Intelligent System for the Diagnosis and Treatment of Venereal Diseases

Implementation of an Intelligent System for the Diagnosis and Treatment of Venereal Diseases

Mobile application for care and health control of camelids

Mobile application: expert systems model for disease prevention

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