• Imaging Science in Dentistry
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• v.52 no.3
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• pp.239-244
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• 2022

Purpose: Despite the proliferation of numerous morphometric and anthropometric methods for sex identification based on linear, angular, and regional measurements of various parts of the body, these methods are subject to error due to the observer's knowledge and expertise. This study aimed to explore the possibility of automated sex determination using convolutional neural networks(CNNs) based on lateral cephalometric radiographs. Materials and Methods: Lateral cephalometric radiographs of 1,476 Iranian subjects (794 women and 682 men) from 18 to 49 years of age were included. Lateral cephalometric radiographs were considered as a network input and output layer including 2 classes(male and female). Eighty percent of the data was used as a training set and the rest as a test set. Hyperparameter tuning of each network was done after preprocessing and data augmentation steps. The predictive performance of different architectures (DenseNet, ResNet, and VGG) was evaluated based on their accuracy in test sets. Results: The CNN based on the DenseNet121 architecture, with an overall accuracy of 90%, had the best predictive power in sex determination. The prediction accuracy of this model was almost equal for men and women. Furthermore, with all architectures, the use of transfer learning improved predictive performance. Conclusion: The results confirmed that a CNN could predict a person's sex with high accuracy. This prediction was independent of human bias because feature extraction was done automatically. However, for more accurate sex determination on a wider scale, further studies with larger sample sizes are desirable.

• Journal of dental hygiene science
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• v.6 no.3
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• pp.219-225
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• 2006

As the number of old people grows in today's modern society, dental hygienist's role is more emphasized than ever before for oral hygiene management of the aged. It is also important to find out college students' knowledge, attitude and behavior towards the elderly. Therefore, this study is conducted through interview with college students who are majoring in dental hygiene of health care in Busan and will be in charge of oral hygiene. According to the interview, this study obtains the following results: 1. The level of undergraduate students' knowledge of old people shows a total score of $14.53{\pm}2.35$ (correct response rate is 69.9%). 2. The average score of undergraduate students' attitude towards old people is in a neutral range(50~70), recording 63.12(${\pm}7.22$) on a scale of 100. 3. The average score of undergraduate students' behavior towards old people is lower than a neutral range(43~60), recording 39.09(${\pm}13.43$) on a scale of 85 and showing negative behavior. 4. Experience of living together with the elderly and participating in volunteer jobs lead to significant differences in undergraduate students' attitude towards old people. 5. Experience of living together with the elderly causes significant differences in undergraduate students' behavior towards old people. That is, undergraduate students living together with the elderly show a positive behavior towards old people. 6. Undergraduate students' knowledge shows a strong positive relationship with their attitude, but it has a bit positive correlation with behavior even though there are no statistically significant differences between knowledge and behavior. No relationship is found between behavior and attitude. That is, undergraduate students have more positive attitude as their knowledge of the elderly is higher, but their behavior is not positive.

• Journal of dental hygiene science
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• v.9 no.3
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• pp.287-294
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• 2009

The purpose of this survey research was to investigation the relationship among dental health state, care and knowledge of patients who participate in dental hygiene process of dental hygiene students voluntarily. And the following conclusion were obtained from questionnaires for 266 volunteers using SPSSWIN 12.0. 1. For the dental health state according to sex distinction, it showed that women (DMFT index: 13.0) was higher than men (DMFT index: 10.4) and statistically significant difference. For DT rate, men (32.0) was higher than women (30.0), for MT rate men (32.2) was higher than women (26.6) and it showed statistically significant difference (P<0.05). 2. For the dental health knowledge according to sex distinction, 77.8% patients replied as the food causing teeth decay are chocolate, biscuits, etc. and it didn't showed significant difference statistically. 72.4% men and 84.7% women replied as they could take precautions against a dental caries using fluorine and it showed statistically significant difference(P<0.05). 3. For brushing their teeth from top to down for the upper tooth and from down to top for the lower one, 80.3% patients replied as they did like that but 62.5% patients as they didn't. And 68.2% patients replied as the food causing teeth decay arc chocolate, biscuits, etc. and 81.0% patients didn't like that. It showed statistically significant difference. (P<0.05) 4. 50.5% patients went to the dental hospital once per 6 month and it showed statistically significant difference. And 71.3% patients replied as the food causing teeth decay are chocolate, biscuits, etc. and 81.0% patients didn't like that, It showed statistically significant difference. (P<0.05)

• Asian Pacific Journal of Cancer Prevention
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• v.15 no.14
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• pp.5681-5684
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• 2014

Objective: Prevalence is a statistic of primary interest in public health. In the absence of good follow-up facilities, it is often difficult to assess the complete prevalence of cancer for a given registry area. An attempt is made to arrive at the complete prevalence including limited duration prevalence with respect of selected sites of cancer for India by fitting appropriate models to 1, 3 and 5 year cancer survival data available for selected registries of India. Methodology: Cancer survival data, available for the registries of Bhopal, Chennai, Karunagappally, and Mumbai was pooled to generate survival for the selected cancer sites. With the available data on survival for 1, 3 and 5 years, a model was fitted and the survival curve was extended beyond 5 years (up to 30 years) for each of the selected sites. This helped in generation of survival proportions by single year and thereby survival of cancer cases. With the help of estimated survived cases available year wise and the incidence, the prevalence figures were arrived for selected cancer sites and for selected periods. In our previous paper, we have dealt with the cancer sites of breast, cervix, ovary, lung, stomach and mouth (Takiar and Jayant, 2013). Results: The prevalence to incidence ratio (PI ratio) was calculated for 30 years duration for all the selected cancer sites using the model approach showing that from the knowledge of incidence and P/I ratio, the prevalence can be calculated. The validity of the approach was shown in our previous paper (Takiar and Jayant, 2013). The P/I ratios for the cancer sites of lip, tongue, oral cavity, hypopharynx, oesophagus, larynx, nhl, colon, prostate, lymphoid leukemia, myeloid leukemia were observed to be 10.26, 4.15, 5.89, 2.81, 1.87, 5.43, 5.48, 5.24, 4.61, 3.42 and 2.65, respectively. Conclusion: Cancer prevalence can be readily estimated with use of survival and incidence data.

• The Journal of the Korean dental association
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• v.53 no.11
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• pp.789-794
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• 2015

Swallowing disorders or dysphagia, which are difficulties with the act of swallowing, can occur at different phases such as oral, pharyngeal, and esophageal phase in the swallowing process. These disorders can be caused by structural, functional abnormalities or psychological problems. Dentists can actively provide patients suffering from dysphagia with comprehensive professional care, especially from the cognitive stage of food to the pharyngeal stage of the swallow. Many cases of dysphagia can be improved with careful managements based on dental professionals' knowledge, including meticulous evaluation of masticatory and swallowing functions, training on eating and swallowing, and fabrication of palatal or lingual augmentation prosthesis. The important thing is that prevention of these disorders through the oral health care instruction and planned follow-up dental visit at periodic intervals in order to manage the problems caused by anatomical, functional, and psychological reason.

• Journal of Korean society of Dental Hygiene
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• v.12 no.6
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• pp.1232-1240
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• 2012

Objectives : In this study, the treatment method for some college students, due to the misuse of non-therapeutic molding technique non-therapeutic procedure is applied in orthodontics or jaw surgery and therapeutic purposes, such as to properly recognize and to investigate whether. Methods : In this study used, 4 questions, the questionnaire general characteristics (such as gender, major, whether the treatment experience and purpose) Orthodontic and knowledge about the jaw surgery (Corrective jaw surgery hope and reason, or jaw surgery benefits, side effects, etc.) 6 items, calibration and recognition jaw surgery on seven items 17 items was constructed. Results : Of the perception of the majors of the respondents according to the presence or absence of a non-therapeutic procedure for calibration or jaw surgery the correct way, and the purpose appeared to know roughly majors and all students majoring statistically significant (p<.001). The degree of recognition for non-therapeutic procedures according to the gender of the respondents' facial aesthetic improvement, and the most common reason, you want to make a non-therapeutic procedure, correction or contrast, I've found that looks supremacist influence on the non-therapeutic procedure or roughly know the correct way, and jaw surgery for the purpose that appeared to be statistically significant (p<.05). Conclusions : Non-therapeutic procedure for the interest and knowledge to promote oral health as well as esthetic improvements to the original non-therapeutic procedure for therapeutic purposes and how to deliver education and it is very important.

• The Journal of the Korean dental association
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• v.44 no.10 s.449
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• pp.647-657
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• 2006

By organizing the results of study questioned 1,620 dentists working nationwide in 2005, we concluded the followings. 1. The smoking rate of dentist is 29.69%. 2. 60.9% of current dentist smokers responded that they started smoking at the age of 20-24, during their dental school ages. 3. 67.41% of respondents have no idea of cyber antismoking campaign launched by Korean Dental Association, and 94.07% of respondents didn t receive formal education about smoking cessation. 4. 59.01% of respondents want to educate patients about smoking cessation in dental clinics but couldn t help putting it off for practical reasons. The reasons include their busy office hour(36.30%), difficulties in collecting proper smoking cessation documents(25.10%), and lack of their own knowledge in renunciation of smoking. (18,83%) 5. As dental healthcare personnels, they agreed with their status and duty of leading role in national renunciation of smoking. (R>80%) 6. 83.34% of dentists agreed that if educational antismoking program is arranged by Korean Dental Association, they should receive the education.

• Journal of Korean society of Dental Hygiene
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• v.18 no.6
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• pp.1047-1055
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• 2018

Objectives: The purpose of this study was to compare the author key words and MeSH (Medical Subject Headings) terms in the Journal of Korean Society of Dental Hygiene (JKSDH). Methods: A total of 3,242 author key words from 974 informative articles published from 2001 to 2015 were compared with MeSH terms, according to the criteria of complete coincidence, incomplete coincidence, and complete non-coincidence. Results: The coincidence rate of 564 author key words with MeSH terms was 17.4%. The author key words that appeared most frequently (in descending order) were oral health (41 times), dental hygienists (30 times), dental caries (29 times), and knowledge (29 times). There was a non-coincidence rate of 70.5% for 2,286 author key words with MeSH terms. Conclusions: Many author key words used in the JKSDH did not coincide with MeSH terms. The use of author key words that coincide with MeSH terms is necessary to accomplish the international journal.

• The Journal of the Korean dental association
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• v.52 no.1
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• pp.8-16
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• 2014

The introduction of cone-beam computed tomography(CBCT) and computer software in orthodontics has allowed orthodontists to provide more accurate diagnosis and treatment. The most common use of CBCT imaging allows orthodontists to visualize the precise position of supernumerary or impacted teeth, especially impacted canines. In doing so, the exact angulation of impaction and proximity of adjacent roots can be evaluated by orthodontists, allowing them to choose vector forces for tooth movement while minimizing root resorption. Even though 2-dimensional panoramic images can be used to view the position of the impacted canines, they have limitations because it is not possible to evaluate the impacted tooth position 3-dimensionally. An accurate knowledge of root position improves the determination of success in orthodontic treatment. Nowadays, considering the fast pace of technological development, a combination of intraoral scanning, digital setups, custommade brackets and wires, and indirect bonding may soon become the orthodontic standard. In this paper, this will be discussed along with the digital models.

• Journal of Korean society of Dental Hygiene
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• v.10 no.5
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• pp.797-805
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• 2010

Objectives : This study was application problem-based learning(PBL) of performance oral health manage in dental hygiene education. and evaluate on learning effect - learning attitude, student assessment(good or bed). Methods : For this study, we sampled 31 dental hygiene students composed of PBL group, Dept of Dental Hygiene, A college. The period of this study was 1 semester(from september, 2008 to December, 2008). To identify the effect of PBL on learning attitudes, student assessment, we used a t-test and compared pre & post effects of PBL using a paired t-test and General Linear Model(GLM), McNemar test. Results : The results of this study that problem based learning(PBL) for dental hygiene students education was more effective in learning process and effect of PBL rather than direct instruction. students assessment results that problem based learning improves their medicine knowledge and communication. Conclusions : This study suggest that PBL contribute to enhancing learning attitudes, learning effect and solve the real problems through self-directed learning.