FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3117934265> ?p ?o ?g. }

• W3117934265 abstract "The lack of health professionals, quality health care, and accessible health centers in rural and isolated communities have resulted in high maternal and fetal mortality rates in the Philippines, especially since quality maternal and child healthcare services are concentrated in more developed urban areas. This study proposes applying the Telemedicine framework as a helping tool for doctors and health professionals. The implemented Telemedicine approach on prenatal care followed a set-up that included patient information input, a mobile application used for both data input and visualization, a cloud-based server for the database, and a machine learning system which analyzed data from the patient profile. With a dataset of 97 samples, four algorithms were implemented for the development of the machine learning system - Decision Tree, Random Forest Decision Tree, K-Nearest Neighbor, and Support Vector Machine. The performance of each algorithm was tested in terms of accuracy, precision, recall, and the F1 score or the weighted average of precision and recall. Based on these parameters, the most effective algorithm was the Random Forest Decision Tree with the highest train score (0.987) and test score (0.900). The results of this algorithm were visualized in an Android mobile application that displayed whether the patient was a positive or negative case with respect to the possibility of having a high-risk pregnancy." @default.
• W3117934265 created "2021-01-05" @default.
• W3117934265 creator A5030377440 @default.
• W3117934265 creator A5046540816 @default.
• W3117934265 creator A5047068030 @default.
• W3117934265 date "2020-11-16" @default.
• W3117934265 modified "2023-10-02" @default.
• W3117934265 title "Machine Learning Analysis for Remote Prenatal Care" @default.
• W3117934265 cites W1530181845 @default.
• W3117934265 cites W1984186688 @default.
• W3117934265 cites W2005014092 @default.
• W3117934265 cites W2014317722 @default.
• W3117934265 cites W2018115628 @default.
• W3117934265 cites W2019451125 @default.
• W3117934265 cites W2032271311 @default.
• W3117934265 cites W2141939314 @default.
• W3117934265 cites W2185420312 @default.
• W3117934265 cites W2363249082 @default.
• W3117934265 cites W2463638724 @default.
• W3117934265 cites W2597147203 @default.
• W3117934265 cites W2626291538 @default.
• W3117934265 cites W2807758217 @default.
• W3117934265 cites W2883644528 @default.
• W3117934265 cites W2886048309 @default.
• W3117934265 cites W2921407969 @default.
• W3117934265 doi "https://doi.org/10.1109/tencon50793.2020.9293890" @default.
• W3117934265 hasPublicationYear "2020" @default.
• W3117934265 type Work @default.
• W3117934265 sameAs 3117934265 @default.
• W3117934265 citedByCount "5" @default.
• W3117934265 countsByYear W31179342652021 @default.
• W3117934265 countsByYear W31179342652022 @default.
• W3117934265 countsByYear W31179342652023 @default.
• W3117934265 crossrefType "proceedings-article" @default.
• W3117934265 hasAuthorship W3117934265A5030377440 @default.
• W3117934265 hasAuthorship W3117934265A5046540816 @default.
• W3117934265 hasAuthorship W3117934265A5047068030 @default.
• W3117934265 hasConcept C100660578 @default.
• W3117934265 hasConcept C107327155 @default.
• W3117934265 hasConcept C111919701 @default.
• W3117934265 hasConcept C119857082 @default.
• W3117934265 hasConcept C12267149 @default.
• W3117934265 hasConcept C148524875 @default.
• W3117934265 hasConcept C154945302 @default.
• W3117934265 hasConcept C15744967 @default.
• W3117934265 hasConcept C160735492 @default.
• W3117934265 hasConcept C162324750 @default.
• W3117934265 hasConcept C169258074 @default.
• W3117934265 hasConcept C169903167 @default.
• W3117934265 hasConcept C180747234 @default.
• W3117934265 hasConcept C2775887326 @default.
• W3117934265 hasConcept C2779891985 @default.
• W3117934265 hasConcept C2908647359 @default.
• W3117934265 hasConcept C36464697 @default.
• W3117934265 hasConcept C41008148 @default.
• W3117934265 hasConcept C50522688 @default.
• W3117934265 hasConcept C5481197 @default.
• W3117934265 hasConcept C557433098 @default.
• W3117934265 hasConcept C71924100 @default.
• W3117934265 hasConcept C81669768 @default.
• W3117934265 hasConcept C84525736 @default.
• W3117934265 hasConcept C99454951 @default.
• W3117934265 hasConceptScore W3117934265C100660578 @default.
• W3117934265 hasConceptScore W3117934265C107327155 @default.
• W3117934265 hasConceptScore W3117934265C111919701 @default.
• W3117934265 hasConceptScore W3117934265C119857082 @default.
• W3117934265 hasConceptScore W3117934265C12267149 @default.
• W3117934265 hasConceptScore W3117934265C148524875 @default.
• W3117934265 hasConceptScore W3117934265C154945302 @default.
• W3117934265 hasConceptScore W3117934265C15744967 @default.
• W3117934265 hasConceptScore W3117934265C160735492 @default.
• W3117934265 hasConceptScore W3117934265C162324750 @default.
• W3117934265 hasConceptScore W3117934265C169258074 @default.
• W3117934265 hasConceptScore W3117934265C169903167 @default.
• W3117934265 hasConceptScore W3117934265C180747234 @default.
• W3117934265 hasConceptScore W3117934265C2775887326 @default.
• W3117934265 hasConceptScore W3117934265C2779891985 @default.
• W3117934265 hasConceptScore W3117934265C2908647359 @default.
• W3117934265 hasConceptScore W3117934265C36464697 @default.
• W3117934265 hasConceptScore W3117934265C41008148 @default.
• W3117934265 hasConceptScore W3117934265C50522688 @default.
• W3117934265 hasConceptScore W3117934265C5481197 @default.
• W3117934265 hasConceptScore W3117934265C557433098 @default.
• W3117934265 hasConceptScore W3117934265C71924100 @default.
• W3117934265 hasConceptScore W3117934265C81669768 @default.
• W3117934265 hasConceptScore W3117934265C84525736 @default.
• W3117934265 hasConceptScore W3117934265C99454951 @default.
• W3117934265 hasLocation W31179342651 @default.
• W3117934265 hasOpenAccess W3117934265 @default.
• W3117934265 hasPrimaryLocation W31179342651 @default.
• W3117934265 hasRelatedWork W2940523548 @default.
• W3117934265 hasRelatedWork W3114980949 @default.
• W3117934265 hasRelatedWork W3117934265 @default.
• W3117934265 hasRelatedWork W3195168932 @default.
• W3117934265 hasRelatedWork W4207072088 @default.
• W3117934265 hasRelatedWork W4321636153 @default.
• W3117934265 hasRelatedWork W4377964522 @default.
• W3117934265 hasRelatedWork W4383535405 @default.
• W3117934265 hasRelatedWork W4386072274 @default.
• W3117934265 hasRelatedWork W4386123260 @default.

• next