Priyanka Kakade, S. Zope, G. Suragimath, S. Varma, A. Kale, Vaishali Mashalkar
Introduction: Data mining is one of the five stages of Knowledge Discovery in Databases (KDD) and its application can be found on a daily basis in the most varied sectors of the economy and study, being widely used in the health area. Health concerns and efforts have been gaining relevance and strength as the entire world has been suffering from the fight against the coronavirus pandemic, especially in underdeveloped and developing countries, such as Brazil and other nations of the American continent.Method: Aiming to contribute to the area, the objective of this study was to apply a data mining task, using the Random Forest algorithm, to classify the population's behavior on the search for health services after the onset of the coronavirus pandemic. The database used was the Premise General Population Covid-19 Health Services Disruption Survey 2020 from the COVID-19 Health Services Disruption Survey 2020 project.Results: Using the Random Forest algorithm, 87.5% accuracy was obtained in the classification of people who whether or not they will use health services in American countries. A recall value of 93% and precision of 85% were reached in the best models.Conclusions: The model developed and the results achieved can be used to assist authorities in American countries on planning public health policies.
{"title":"Effect of Non-Surgical Periodontal Therapy (NSPT) on Salivary Glutathione Reductase (GR) in Smokers And Periodontitis Subjects","authors":"Priyanka Kakade, S. Zope, G. Suragimath, S. Varma, A. Kale, Vaishali Mashalkar","doi":"10.51847/wzghl73bwk","DOIUrl":"https://doi.org/10.51847/wzghl73bwk","url":null,"abstract":"Introduction: Data mining is one of the five stages of Knowledge Discovery in Databases (KDD) and its application can be found on a daily basis in the most varied sectors of the economy and study, being widely used in the health area. Health concerns and efforts have been gaining relevance and strength as the entire world has been suffering from the fight against the coronavirus pandemic, especially in underdeveloped and developing countries, such as Brazil and other nations of the American continent.Method: Aiming to contribute to the area, the objective of this study was to apply a data mining task, using the Random Forest algorithm, to classify the population's behavior on the search for health services after the onset of the coronavirus pandemic. The database used was the Premise General Population Covid-19 Health Services Disruption Survey 2020 from the COVID-19 Health Services Disruption Survey 2020 project.Results: Using the Random Forest algorithm, 87.5% accuracy was obtained in the classification of people who whether or not they will use health services in American countries. A recall value of 93% and precision of 85% were reached in the best models.Conclusions: The model developed and the results achieved can be used to assist authorities in American countries on planning public health policies.","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"2 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88448496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Oral Health Related Quality Of Life (OHRQoL) And Associated Factors In Adult Patients","authors":"Katarzyna Wąsacz, M. Chomyszyn-Gajewska","doi":"10.51847/m6xf0spnut","DOIUrl":"https://doi.org/10.51847/m6xf0spnut","url":null,"abstract":"","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"91 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81601648","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Photodynamic Therapy in Treatment of Chronic Periodontitis in Comparison with SRP: A Split-Mouth Study","authors":"T. Prasanth, D. Gopalakrishnan, Prakash Kumar","doi":"10.51847/ngxn0avvvm","DOIUrl":"https://doi.org/10.51847/ngxn0avvvm","url":null,"abstract":"","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"44 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73884751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluation Of Microleakage And Fatigue Behaviour Of Several Fiber Application Techniques In Composite Restorations","authors":"Semanur Özüdoğru, G. Tosun","doi":"10.51847/fnca8zefdv","DOIUrl":"https://doi.org/10.51847/fnca8zefdv","url":null,"abstract":"","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"110 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80252109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Preethi Rajamanickam, H. Babu, R. Jain, A. Balasubramaniam
{"title":"Evaluation of Dentoalveolar and Soft Tissue Changes in Adult Class II Malocclusions Treated with Different Modalities","authors":"Preethi Rajamanickam, H. Babu, R. Jain, A. Balasubramaniam","doi":"10.51847/qi6dbkmcmy","DOIUrl":"https://doi.org/10.51847/qi6dbkmcmy","url":null,"abstract":"","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"3 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85412211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Akshyaa Balaji, Jeyaraj Brintha Jei, K. Murugesan, B. Muthukumar
{"title":"Rehabilitation Of Distal Extension Edentulous Case With Claspless Extra-Coronal Attachments- A Case Report","authors":"Akshyaa Balaji, Jeyaraj Brintha Jei, K. Murugesan, B. Muthukumar","doi":"10.51847/kttnstselk","DOIUrl":"https://doi.org/10.51847/kttnstselk","url":null,"abstract":"","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"3 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85493276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Maiti, A. A. Ponnanna, R. R. K. Jingade, P. Jessy
{"title":"Esthetic Rehabilitation with Rapid Maxillary Expansion, Lefort Osteotomy, and Gingival Veneer Prosthesis: A Case Report","authors":"S. Maiti, A. A. Ponnanna, R. R. K. Jingade, P. Jessy","doi":"10.51847/klthwwrzdw","DOIUrl":"https://doi.org/10.51847/klthwwrzdw","url":null,"abstract":"","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"82 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82202754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
B. Alhussain, Lujain Ahmad Alghrairy, Ali H Alrizqi, Faris Naif Obaid AlHarbi, A. A. Alrizqi, Hadeel Bandar AlKhamsi, Shahad Nasser Ahmed AlAssiri, Hussin Mohammed AlOmran
{"title":"Effect of Nano-Filled Glass Ionomer Cement on the Remineralization of Caries Lesion: A Literature Review","authors":"B. Alhussain, Lujain Ahmad Alghrairy, Ali H Alrizqi, Faris Naif Obaid AlHarbi, A. A. Alrizqi, Hadeel Bandar AlKhamsi, Shahad Nasser Ahmed AlAssiri, Hussin Mohammed AlOmran","doi":"10.51847/7uz66pcpnm","DOIUrl":"https://doi.org/10.51847/7uz66pcpnm","url":null,"abstract":"","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"1 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84522410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
R. Shaheen, A. AlSaffan, Raghad Saad Al-Dusari, Rahaf Nezar Helmi, M. Baseer
Dental Students, Medical Students, Dentists, and Physicians play a crucial role in community oral health promotion. Hence it is essential to know about their understanding of periodontal health and oral hygiene practices. This study aimed to evaluate oral health awareness and hygiene behavior related to gingival health. A cross-sectional survey investigated self-perceived oral hygiene and periodontal health among dental students, medical students, dentists, and physicians in Saudi Arabia. An online questionnaire consisting of five items on demographics and nineteen questions on oral hygiene and periodontal was distributed to the targeted population utilizing various social media platforms. The relationship between the categorical variables was assessed using the Chi-square test. Study sample consisted of 637 participants with 154 dental Students, 101 medical Student, 276 dentists and 106 physicians. Tooth brushing variables such as teeth cleaning method, brushing frequency, brushing duration, changing toothbrush brushing strokes, type of toothbrush differed significantly across various groups of study (p<0.05). Tongue cleaning, dental visits, and use of inter-dental aids also demonstrated significant variations among different field of participants (p<0.05). Similarly periodontal diseases perception showed a statistically significant difference across study groups (p<0.05). Dentist and dental students had a better oral hygiene regimen, especially regarding interdental cleaning and brushing frequency. Interdental cleaning was not perceived as important as tooth brushing amongst the physicians and medical students groups as the majority believed that brushing alone can prevent gingival diseases. Severe gingival problems were more perceived by the physicians and medical students.
{"title":"Self-Perceived Oral Hygiene And Periodontal Health Among Dental and Medical Students, Dentists and Physicians in KSA","authors":"R. Shaheen, A. AlSaffan, Raghad Saad Al-Dusari, Rahaf Nezar Helmi, M. Baseer","doi":"10.51847/nvczej0ybv","DOIUrl":"https://doi.org/10.51847/nvczej0ybv","url":null,"abstract":"Dental Students, Medical Students, Dentists, and Physicians play a crucial role in community oral health promotion. Hence it is essential to know about their understanding of periodontal health and oral hygiene practices. This study aimed to evaluate oral health awareness and hygiene behavior related to gingival health. A cross-sectional survey investigated self-perceived oral hygiene and periodontal health among dental students, medical students, dentists, and physicians in Saudi Arabia. An online questionnaire consisting of five items on demographics and nineteen questions on oral hygiene and periodontal was distributed to the targeted population utilizing various social media platforms. The relationship between the categorical variables was assessed using the Chi-square test. Study sample consisted of 637 participants with 154 dental Students, 101 medical Student, 276 dentists and 106 physicians. Tooth brushing variables such as teeth cleaning method, brushing frequency, brushing duration, changing toothbrush brushing strokes, type of toothbrush differed significantly across various groups of study (p<0.05). Tongue cleaning, dental visits, and use of inter-dental aids also demonstrated significant variations among different field of participants (p<0.05). Similarly periodontal diseases perception showed a statistically significant difference across study groups (p<0.05). Dentist and dental students had a better oral hygiene regimen, especially regarding interdental cleaning and brushing frequency. Interdental cleaning was not perceived as important as tooth brushing amongst the physicians and medical students groups as the majority believed that brushing alone can prevent gingival diseases. Severe gingival problems were more perceived by the physicians and medical students.","PeriodicalId":42752,"journal":{"name":"Annals of Dental Specialty","volume":"44 1","pages":""},"PeriodicalIF":0.3,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86929661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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