• Title/Summary/Keyword: Reproducibility evaluation

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Fabrication and Evaluation of Mercury(II) Iodide Unit Cell Dosimeter to Confirm the Feasibility of Digital Quality Assurance in Intracavitary Radiotherapy (방사선 근접치료의 디지털 정도관리 가능성 확인을 위한 HgI2 Unit Cell 선량계의 제작 및 평가)

  • Jung, Jae-Hoon;Park, Sung-Kwang
    • Journal of the Korean Society of Radiology
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    • v.16 no.3
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    • pp.257-263
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    • 2022
  • In intracavitary radiotherapy, it is essential to verify the correct location of radiation source among quality control items because an incorrect location will irradiate an unnecessary dose to normal tissues. As a basic study of digital line dosimeters, this study fabricated a unit cell dosimeter based on polycrystalline mercury (II) iodide (HgI2) and compared its performance with a diode. The study result showed that for reproducibility, the relative standard deviation (RSD) was 1.21%, satisfying the RSD evaluation criterion of within 1.5%. Considering linearity, the coefficient of determination R2 showed an excellent result of 0.9997. Regarding the evaluation of distance dependence, it showed a similar trend in general with a difference of 0.035 cm for intensity 50% when compared with the inverse square value. This study suggests the applicability of a digital dosimeter for brachytherapy quality control by evaluating the performance of the HgI2 dosimeter. This study on dosimeter for candidate photoconductor materials can be used as basic data in all areas using radiation.

Evaluation of Usefulness and Fabrication of Femur Phantom on Quality Control of Bone Mineral Density Using 3D Printing Technology (3D 프린팅기술을 이용한 골밀도 정도관리 대퇴골 팬텀 제작 및 유용성 평가)

  • Da-Yeong, Hong;Jeong, Lee;Jun-Ho, Lee;Jae-Won, Mun;Han-Saem, Oh;Yu-Won, Jeong;Seong-Hyun, Jin;Jong-Min, Hong;In-Ja, Lee
    • Journal of radiological science and technology
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    • v.46 no.1
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    • pp.1-8
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    • 2023
  • As the demand for bone mineral density testing increases in Korea, which is close to an aging society, it is necessary to evaluate the repeatability of equipment such as femur phantom other than l-spine for more accurate diagnosis. However, in clinical practice, it is often not possible to proceed such evaluation due to insufficient quality control conditions. Therefore, this study is to evaluate the usefulness of the femur phantom after fabricating the same using 3D printing technology. The femur phantom was output using GlowFill filament and FDM 3D printing type. Each phantom was repeatedly scaned 20 times to compare whether the existing l-spine phantom and the fabricated femur phantom were suitable as a phantom for quality control. Each time the seven researchers took three times, the location of the femur phantom was readjusted, and then scanned to confirm the error between the researchers. As a result of conducting repeatability evaluation using femur phantom, the coefficient of variation rate was 2%, which was within the minimum precision tolerance of 2.5%. The reproducibility between the researcher was also found to be suitable as the average coefficient of variation was 0.031 and the coefficient of variation rate was 3.1%, which was within the minimum precision error range of 5%. In conclusion, it is considered that the prospective attitude and usefulness of the femur phantom fabricated by 3D printing in clinical practice will be sufficient.

A Study on the Development of Emotional Content through Natural Language Processing Deep Learning Model Emotion Analysis (자연어 처리 딥러닝 모델 감정분석을 통한 감성 콘텐츠 개발 연구)

  • Hyun-Soo Lee;Min-Ha Kim;Ji-won Seo;Jung-Yi Kim
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.4
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    • pp.687-692
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    • 2023
  • We analyze the accuracy of emotion analysis of natural language processing deep learning model and propose to use it for emotional content development. After looking at the outline of the GPT-3 model, about 6,000 pieces of dialogue data provided by Aihub were input to 9 emotion categories: 'joy', 'sadness', 'fear', 'anger', 'disgust', and 'surprise'. ', 'interest', 'boredom', and 'pain'. Performance evaluation was conducted using the evaluation indices of accuracy, precision, recall, and F1-score, which are evaluation methods for natural language processing models. As a result of the emotion analysis, the accuracy was over 91%, and in the case of precision, 'fear' and 'pain' showed low values. In the case of reproducibility, a low value was shown in negative emotions, and in the case of 'disgust' in particular, an error appeared due to the lack of data. In the case of previous studies, emotion analysis was mainly used only for polarity analysis divided into positive, negative, and neutral, and there was a limitation in that it was used only in the feedback stage due to its nature. We expand emotion analysis into 9 categories and suggest its use in the development of emotional content considering it from the planning stage. It is expected that more accurate results can be obtained if emotion analysis is performed by additionally collecting more diverse daily conversations through follow-up research.

Simultaneous Determination of Triterpenoid Saponins from Pulsatilla koreana using High Performance Liquid Chromatography Coupled with a Charged Aerosol Detector (HPLC-CAD)

  • Yeom, Hye-Sun;Suh, Joon-Hyuk;Youm, Jeong-Rok;Han, Sang-Beom
    • Bulletin of the Korean Chemical Society
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    • v.31 no.5
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    • pp.1159-1164
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    • 2010
  • Several triterpenoid saponins from root of Pulsatilla koreana Nakai (Ranunculaceae) were studied and their biological activities were reported. It is difficult to analyze triterpenoid saponins using HPLC-UV due to the lack of chromophores. So, evaporative light scattering detection (ELSD) is used as a valuable alternative to UV detection. More recently, a charged aerosol detection (CAD) has been developed to improve the sensitivity and reproducibility of ELSD. In this study, we developed and validated a novel method of high performance liquid chromatography coupled with a charged aerosol detector for the simultaneous determination of four triterpenoid saponins: pulsatilloside E, pulsatilla saponin H, anemoside B4 and cussosaponin C. Analytes were separated by the Supelco Ascentis$^{(R)}$ Express C18 column (4.6 mm ${\times}$ 150 mm, 2.7 ${\mu}m$) with gradient elution of methanol and water at a flow rate of 0.8 mL/min at $30^{\circ}C$. We examined various factors that could affect the sensitivity of the detectors, including various concentrations of additives, the pH of the mobile phase, and the CAD range. Linear calibration curves were obtained within the concentration ranges of 2 - 200 ${\mu}g$/mL for pulsatilloside E, anemoside $B_4$ and cussosaponin C, and 5 - 500 ${\mu}g$/mL for pulsatilla saponin H with correlation coefficient ($R^2$) greater than 0.995. The limit of detection (LOD) and quantification (LOQ) were 0.04 - 0.2 and 2 - 5 ${\mu}g$/mL, respectively. The validity of the developed HPLC-CAD method was confirmed by satisfactory values of linearity, intra- and inter-day accuracy and precision. This method could be successfully applied to quality evaluation, quality control and monitoring of Pulsatilla koreana.

Evaluation of In vitro and In vivo Screening Methods for Estrogenic Activity of Endocrine Disruptors (내분비계 장애물질의 에스트로겐 활성에 대한 In vitro 및 In vivo 검색시험법)

  • 김형식;한순영;한상국;신재호;문현주;김소희;박기숙;김규봉;이이다
    • Toxicological Research
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    • v.16 no.2
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    • pp.109-116
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    • 2000
  • The purposes of our study were to optimize the conditions of the screening and testing methods for endocrine disruptors, to characterize these assays using several compounds with well-defined endocrine activity, and to compare the sensitivity between these assays currently undergoing validation. Two in vitro test systems, MCF-7 cells proliferation (E-screen assay) and competitive binding to estrogen receptors (ER) were selected to evaluate the estrogenic effects. 17$\beta$-Estradiol (E2) and diethylstilbestrol (DES) were used as a positive control in vitro test. Also, E2 and ethinyl estradiol (EE) were used as a positive control in vivo uterotrophic assay. In in vitro test, E2 and DES showed a strong estrogenic response at concentration of 1.0 nM. In uterotrophic assay, E2 (0.3 $\mu\textrm{g}$/kg) and EE (0.3 $\mu\textrm{g}$/kg) produced a significant increase in uterus and vagina weight in both immature and ovariectomized rats. Although we did not com-pared the specificity between in vivo and in vitro assays, these assay systems may serve as a good tool for endocrine disruptors screening methods. Our data indicate that these assay systems exhibit some difference in their sensitivity to the same estrogenic compounds. Therefore, as a first rapid screening assay for estrogenic activity qf unknown chemicals, at least two assay systems should probably be carried out with a view of high sensitivity and standardization conditions. Also, a careful validation tests are necessary to obtain a reasonable degree of reproducibility.

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Is the panoramic mandibular index useful for bone quality evaluation?

  • Kwon, Ah-Young;Huh, Kyung-Hoe;Yi, Won-Jin;Lee, Sam-Sun;Choi, Soon-Chul;Heo, Min-Suk
    • Imaging Science in Dentistry
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    • v.47 no.2
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    • pp.87-92
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    • 2017
  • Purpose: The aim of this study was to determine whether the panoramic mandibular index (PMI) is useful for assessing bone mineral density. We also analyzed the potential correlations between PMI parameters and patient age. Materials and Methods: Four observers measured the PMI of both sides of the mental foramen using a picture archiving and communication system and images in the Digital Imaging and Communications in Medicine format. They studied 300 panoramic radiographic images of patients belonging to the following age groups: 40-49 years, 50-59 years, 60-69 years, 70-79 years, and 80-89 years. The observers were allowed to zoom in or out and to adjust the contrast of the images. Further, they were instructed to record the reasons for any measurements that could not be made. Then, we conducted a reliability analysis of the measured PMI and assessed the correlations between different patient age groups and the 3 parameters used for determining the PMI from the available data. Results: Among the 600 data items collected, 23 items were considered unmeasurable by at least 1 observer for the following 4 reasons: postoperative state, lesion, unidentified mental foramen, and alveolar bone loss. The intraobserver reproducibility of the measurable data was 0.611-0.752. The mandibular cortical width (MCW) decreased significantly as patient age increased. Conclusion: PMI had limited usability when the margin of the mental foramen was not clear. In contrast, MCW, a parameter used for determining the PMI, had fewer drawbacks than the PMI with respect to bone mineral density measurements and exhibited a significant correlation with patient age.

Development of Job Satisfaction Scale for Clinical Nurses (임상간호사의 직무만족 측정도구 개발)

  • Lee, Byoung-Sook;Eo, Yong-Sook;Lee, Mi-Aie
    • Journal of Korean Academy of Nursing
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    • v.48 no.1
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    • pp.12-25
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    • 2018
  • Purpose: This study was performed to develop the Job Satisfaction Scale for Clinical Nurses (JSS-CN) and verify its validity and reliability. Methods: A preliminary 42-item version of the JSS-CN was developed through literature reviews and in-depth interviews. The draft scale was developed using thirty-seven items selected following content validity evaluation. Finally, thirty-three items with response options on a 5-point Likert scale were selected based on internal consistency reliability and construct validity. Subsequently, the test-retest reliability and convergent validity of the JSS-CN were verified. Results: Six factors, namely, recognition from the organization and professional achievement, personal maturation through the nursing profession, interpersonal interaction with respect and recognition, accomplishment of accountability as a nurse, display of professional competency, and stability and job worth, were identified, which explained 59.7% of the total variance. The JSS-CN's Cronbach's ${\alpha}$ for the total scale was .95, and the intra-class correlation coefficient was .90. The correlation coefficient between the scores of the JSS-CN and Slavitt's scale was .75, and that between the JSS-CN and job performance was .53. Conclusion: Results showed that the JSS-CN has good reliability and validity. Therefore, it is concluded that the JSS-CN could be a useful tool for the measurement of the job satisfaction of clinical nurses in Korea.

Survey of Traditional Korean Medical Device : Number of devices, Problems, Solution Plan (한방 의료기관의 의료기기 보유현황 및 한방의료기기의 문제점과 개선방안에 대한 조사 연구)

  • Kim, Ji Hye;Kim, Jaeuk U.;Kim, Keun Ho
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.28 no.4
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    • pp.430-439
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    • 2014
  • This study was performed to assess the perception and needs of the traditional Korean Medical Equipment (KME) in clinic. We conducted survey research among 15,550 traditional Korean medical doctors (KMD) responded to e-mail during 2 weeks. 899 participants the survey, consisting of questions regarding 'number of devices of the KME' and 'solution and improvement plan of the KME'. The participants were asked to choose their ranking of problems of the KME and also put a check mark in the column that the reasons for this choice. As results, final scores in priority ranking medical devices were derived in 7 categories. Physical therapy equipment and acupuncture treatment devices were included in high ranks. 42.8 % of the participants responded that the diagnostic medical devices seemed important in clinics and 67.4 % of the participants indicated that the therapeutic medical devices seemed to important in clinics. The identified problems of KME were 'low reproducibility and reliability of a diagnosis result (24.8%)' and 'uncertain validity of a diagnostic medical devices (20.5%)'. The improvement plan of the problems were 'to establish the law for using the medical devices (26.6%)' and 'evaluation of validity of the KME (26.2%)'. A survey of KMD revealed the condition of KME's number of devices and the solution plan for the problem of several KMEs. Understanding the needs of KMD could probably contribute to the research and development of KMEs in the future.

Development of Computerized Anthropometric Analysis Model in Cleft Lip Nasal Deformity Using 3D Laser Scanned Facial Cast Model (구순구개열의 비구순변형에서 3차원 입체 laser 스캐너를 이용한 계측분석 프로그램의 개발)

  • Kim, Suk Wha;Park, Jong Lim;Kim, Jae Chan;Baek, Seung Hak;Son, Woo Gil
    • Archives of Plastic Surgery
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    • v.35 no.3
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    • pp.303-308
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    • 2008
  • Purpose: The purpose of this study is to develop three-dimensional computerized anthropometry(3DCA) and to compare its reliability and accuracy 3DCA with manual anthropometry(MA) for measurement of lips and nasal deformities in unilateral cleft lips and palate(UCLP) patients. Methods: Samples were consisted of six UCLP patients whose facial plaster models were available immediately before and 3 months after the cleft lip surgery. MA of the facial plaster models was carried out using an electronic caliper. In 3DCA, three-dimensional auto-measuring program was used to digitize landmarks and to measure three-dimensional virtual facial models (3DVFM), which was generated with a laser scanner and 3D virtual modeling program. Intraclass correlation coefficients(ICC) were calculated to evaluate reliability and reproducibility of the variables in both methods, and Wilcoxon's signed rank test was done to investigate the difference in values of the same variables of facial models of each patient between two methods. Results: All ICC values were higher than 0.8, so both methods could be considered reliable. Although most variables showed statistical differences between two methods(p<0.05), differences between mean values were very small and could be considered not significant in clinical situation. Conclusion: In clinical situation, 3DCA can be an objective, reliable and accurate tool for evaluation of lips and nasal deformities in the cleft patients.

Preparation and Evaluation of Sustained-Release $Eudragit^{\circledR}$ Microcapsules Containing ${\beta}-Lactam$ Antibiotics ($Eudragit^{\circledR}$ 마이크로캅셀화에 의한 ${\beta}$-락탐계 항생물질의 방출제어제제 개발)

  • Han, Kun;Shin, Do-Su;Jee, Ung-Kil;Chung, Youn-Bok
    • Journal of Pharmaceutical Investigation
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    • v.22 no.4
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    • pp.267-279
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    • 1992
  • Microencapsulations of amoxicillin and cephalexin, using Eudragit RS, RL, E, S and L were investigated. The microcapsules were prepared by the solvent evaporation process in liquid paraffin phase, which is based on dispersion of acetone/isopropanol containing the drug in liquid paraffin. Aluminium tristearate was used as an additive for the preparation of microcapsules. The size distribution, dissolution test and observation by SEM were examined. Good reproducibility in microcapsule preparation was observed. The microcapsules obtained were spherical and free-flowing particles. The dissolution rates of amoxicillin and cephalexin from the microcapsules were considerably decreased as compared with those from amoxicillin and cephalexin powder, respectively. As the dispersing agents (aluminium tristearate) increased, the particle size of microcapsules decreased and the dissolution rate increased. In order to control the release rate of drugs, microcapsules were prepared by mixing Eudragit RS/RL or Eudragit S/L. As Eudragit RL ratio in microcapsule of Eudragit RS/RL increased, the dissolution rate increased. As Eudragit L ratio in microcapsule of Eudragit S/L increased, the dissolution rate increased. Furthermore, the release rates of drugs from Eudragit RS/L or RS/polyelthylene glycol 1540 (PEG 1540) were examined. The dissolution rate of drugs increased with increasing of Eudragit L or PEG 1540 ratio. In conclusion, the release rates of drugs from Eudragit RS/RL or RS/PEG 1540 microcapsule could be controlled, and these microcapsules will be convenient for reducing frequency of administration.

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