• Title/Summary/Keyword: evaluation methods

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Automated Audiometry: A Review of the Implementation and Evaluation Methods

  • Shojaeemend, Hassan;Ayatollahi, Haleh
    • Healthcare Informatics Research
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    • v.24 no.4
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    • pp.263-275
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    • 2018
  • Objectives: Automated audiometry provides an opportunity to do audiometry when there is no direct access to a clinical audiologist. This approach will help to use hearing services and resources efficiently. The purpose of this study was to review studies related to automated audiometry by focusing on the implementation of an audiometer, the use of transducers and evaluation methods. Methods: This review study was conducted in 2017. The papers related to the design and implementation of automated audiometry were searched in the following databases: Science Direct, Web of Science, PubMed, and Scopus. The time frame for the papers was between January 1, 2010 and August 31, 2017. Initially, 143 papers were found, and after screening, the number of papers was reduced to 16. Results: The findings showed that the implementation methods were categorized into the use of software (7 papers), hardware (3 papers) and smartphones/tablets (6 papers). The used transducers were a variety of earphones and bone vibrators. Different evaluation methods were used to evaluate the accuracy and the reliability of the diagnoses. However, in most studies, no significant difference was found between automated and traditional audiometry. Conclusions: It seems that automated audiometry produces the same results compared with traditional audiometry. However, the main advantages of this method; namely, saving costs and increased accessibility to hearing services, can lead to a faster diagnosis of hearing impairment, especially in poor areas.

Review of Statistical Methods for Evaluating the Performance of Survival or Other Time-to-Event Prediction Models (from Conventional to Deep Learning Approaches)

  • Seo Young Park;Ji Eun Park;Hyungjin Kim;Seong Ho Park
    • Korean Journal of Radiology
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    • v.22 no.10
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    • pp.1697-1707
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    • 2021
  • The recent introduction of various high-dimensional modeling methods, such as radiomics and deep learning, has created a much greater diversity in modeling approaches for survival prediction (or, more generally, time-to-event prediction). The newness of the recent modeling approaches and unfamiliarity with the model outputs may confuse some researchers and practitioners about the evaluation of the performance of such models. Methodological literacy to critically appraise the performance evaluation of the models and, ideally, the ability to conduct such an evaluation would be needed for those who want to develop models or apply them in practice. This article intends to provide intuitive, conceptual, and practical explanations of the statistical methods for evaluating the performance of survival prediction models with minimal usage of mathematical descriptions. It covers from conventional to deep learning methods, and emphasis has been placed on recent modeling approaches. This review article includes straightforward explanations of C indices (Harrell's C index, etc.), time-dependent receiver operating characteristic curve analysis, calibration plot, other methods for evaluating the calibration performance, and Brier score.

The Corrective Heuristic Algorithm Analysis of the N$\times$3 Flow-shop Problem and Comparative Study with Multi-model (N$\times$3 Flow-shop 문제에 대한 수정된 발견적기법 분석과 기존기법과의 비교연구)

  • 강석호;궁광호
    • Journal of the Korean Operations Research and Management Science Society
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    • v.6 no.2
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    • pp.13-19
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    • 1981
  • This paper developed 3 flow-shop sequencing heuristic methods: modified RA method, modified RACS method and modified RAES method. These methods modified RA method, RACS method and RAES method developed by D. G. Dannenbring. These methods can easily determine desirable sequence of orders and can improve nx3 flow-shop's productivity and efficiency. The maximum flow-time criterion is selected as the evaluation criterion of flow-shop's efficiency, We evaluated these 6 heuristic methods’ performance. By the evaluation of the result, we can see that the modified methods produce a shorter maximum flow-time than the original methods.

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Consistency of the rapid assessment method for reinforced concrete buildings

  • Isik, Ercan
    • Earthquakes and Structures
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    • v.11 no.5
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    • pp.873-885
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    • 2016
  • Determination of earthquake-safety of existing buildings requires a rather long and challenging process both in terms of time and expertise. In order to prevent such a tedious process, rather rapid methods for evaluating buildings were developed. The purpose of these rapid methods is to determine the buildings that have priority in terms of risk and accordingly to minimize the number of buildings to be inspected. In these rapid evaluation methods detailed information and inspection are not required. Among these methods the Canadian Seismic scanning method and the first stage evaluation method included in the principles concerning the determination of risk-bearing buildings promulgated by the Ministry of Environment and Urbanization in Turkey are used in the present study. Within the scope of this study, six reinforced concrete buildings damaged in Van earthquakes in Turkey are selected. The performance scores of these buildings are calculated separately with the mentioned two methods, and then compared. The purpose of the study is to provide information on these two methods and to set forth the relation they have between them in order to manifest the international validity.

Standardizing the evaluation criteria on treatment outcomes of mandibular implant overdentures: a systematic review

  • Kim, Ha-Young;Shin, Sang-Wan;Lee, Jeong-Yol
    • The Journal of Advanced Prosthodontics
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    • v.6 no.5
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    • pp.325-332
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    • 2014
  • PURPOSE. The aim of this review was to analyze the evaluation criteria on mandibular implant overdentures through a systematic review and suggest standardized evaluation criteria. MATERIALS AND METHODS. A systematic literature search was conducted by PubMed search strategy and hand-searching of relevant journals from included studies considering inclusion and exclusion criteria. Randomized clinical trials (RCT) and clinical trial studies comparing attachment systems on mandibular implant overdentures until December, 2011 were selected. Twenty nine studies were finally selected and the data about evaluation methods were collected. RESULTS. Evaluation criteria could be classified into 4 groups (implant survival, peri-implant tissue evaluation, prosthetic evaluation, and patient satisfaction). Among 29 studies, 21 studies presented implant survival rate, while any studies reporting implant failure did not present cumulative implant survival rate. Seventeen studies evaluating peri-implant tissue status presented following items as evaluation criteria; marginal bone level (14), plaque Index (13), probing depth (8), bleeding index (8), attachment gingiva level (8), gingival index (6), amount of keratinized gingiva (1). Eighteen studies evaluating prosthetic maintenance and complication also presented following items as evaluation criteria; loose matrix (17), female detachment (15), denture fracture (15), denture relining (14), abutment fracture (14), abutment screw loosening (11), and occlusal adjustment (9). Atypical questionnaire (9), Visual analog scales (VAS) (4), and Oral Health Impact Profile (OHIP) (1) were used as the format of criteria to evaluate patients satisfaction in 14 studies. CONCLUSION. For evaluation of implant overdenture, it is necessary to include cumulative survival rate for implant evaluation. It is suggested that peri-implant tissue evaluation criteria include marginal bone level, plaque index, bleeding index, probing depth, and attached gingiva level. It is also suggested that prosthetic evaluation criteria include loose matrix, female detachment, denture fracture, denture relining, abutment fracture, abutment screw loosening, and occlusal adjustment. Finally standardized criteria like OHIP-EDENT or VAS are required for patient satisfaction.

Development of User's Evaluation Criteria for VJ Broadcasting Program (VJ 방송프로그램의 수용자 평가척도 개발)

  • Lee, Jong-Tak
    • The Journal of the Korea Contents Association
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    • v.10 no.5
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    • pp.135-143
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    • 2010
  • As the broadcasting programs produced by VJ are increasing, every broadcasting company has doubts as to how their program evaluations derive the objective evaluation results and proposes their own tailored program evaluation methods considering the change of the production system. The proposed quality evaluation items represent a new model in terms of the perfectness of VJ broadcasting program production and are used as a way to revise the current evaluation methods of the broadcasting companies. To derive the items which help to find the problems of VJ broadcasting programs, 30 specialists, such as PDs, VJs, and professors, are chosen as a specialist group, and the first experiment is performed to select the evaluation items of VJ broadcasting programs. Based on the result of the degree of importance of the evaluation items, 9 VJ program evaluation items are made. Also, the second experiment is performed in order to verify the proposed evaluation criteria. As a result of the experiment, the reliability of the proposed evaluation method is .939, which is proved to be significant. The selection of the quality evaluation items considering only the VJ broadcasting programs turns out to be significant as a new quality evaluation criterion.

Evaluation of Scanning Methods for Target Detection (표적 검출을 위한 주사방법들의 성능평가)

  • Lee, Moon-Kyu
    • Journal of Institute of Control, Robotics and Systems
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    • v.19 no.1
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    • pp.72-79
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    • 2013
  • Different scanning methods can be used to detect targets of interest in an image. In this paper, four scanning methods, generalized raster scanning, radial scanning, corner scanning, and random scanning, are considered for the evaluation of their scanning performances. The scanning performance is defined here as the ratio of the average scanning area required to detect a single target to the whole image area. Analytic expressions for the performance of each scanning method are derived. Computational results are given to illustrate the usage and validity of the expressions for the performance comparison.

A survey of evaluation method in the process of product design and the application of fuzzy theory (디자인 프로세스에서 평가방법의 문제점과 퍼지이론의 적용)

  • 곽효연;이상도
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.20 no.42
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    • pp.59-66
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    • 1997
  • In the process to design a product, the values of the product will be designed must be considered in respect to the multi-dimensional properties consisted of subjective and objective attributes. As same reason, methods to evaluate the design alternatives in the process must evaluate the overall attributes and relationships among its, also. In this paper, the defectivenesses of evaluation methods in the process of product design are summarized. One of the severe defectivenesses of the methods is the insufficient rationality of calculation procedure. Then, we introduce the developed quantitative evaluation method to accomodate this defectiveness and to be considered a evaluator's feeling or ambiguity when evaluating design alternatives by means of fuzzy theory, and suggest it's application steps on the process of product design to be used easily.

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Teaching Methods for the Library and Information Science Using Image Technology (이미지 기술을 이용한 문헌정보학 교수법 개발연구)

  • Chun Myung-Sook
    • Journal of the Korean Society for Library and Information Science
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    • v.38 no.4
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    • pp.219-230
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    • 2004
  • Digital image technology can be used for the development of new curriculum, course assignment, teaching methods, or the evaluation of library and information science courses. In this way, the teaching course becomes more effective and more interesting. This study has shown that the number of the student registration was increased, the interaction between the instructor and students became more frequent. and the course evaluation by students were very much improved.

Reliability Evaluation of Transmission System using Monte Carlo Simulation Method (Monte Carlo Simulation기법을 이용한 송전계통의 신뢰도 평가)

  • Moon, Seung-Pil;Kim, Hong-Sik;Choi, Jae-Seok;Cha, Jun-Min
    • Proceedings of the KIEE Conference
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    • 2001.05a
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    • pp.169-171
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    • 2001
  • This paper presents a method fer evaluation nodal probabilistic congestion and reliability indices of transmission systems using Monte Carlo simulation methods. Quantitative evaluation of transmission system reliability is very important because successful operation of an electric power system. In the deregulated electricity market depends on transmission system reliability management Monte Carlo methods are often preferable, when complex operating conditions are involved and/or the number of sever events is relatively large. To evaluate the reliability of a real power system, Monte Carlo Methods will be more useful. The characteristics and effectiveness of this methodology are illustrated by the case study using a small test system.

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