• Title/Summary/Keyword: R-Studio

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A Validation Study of Evaluation on Blended Learning in the post-Corona era: A Case Study Engineering College Students (포스트 코로나 시대의 블렌디드 수업 평가준거 타당성 연구: 공학계열 대학을 중심으로)

  • Bae, Yun-hee;Won, Yongho
    • Journal of Engineering Education Research
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    • v.25 no.5
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    • pp.75-84
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    • 2022
  • In the post-Corona era, blended learning will be one of the most important instructional strategies for successful education. The purpose of this study is to examine reliability and validity of the instrument developed in the instructional aspect so that a successful blended learning can take place. This instrument consists of 31 items to evaluate class operation, online learning environment, online contents, offline class, interaction and overall satisfaction. For this study, a survey was conducted in LMS and the responses of 164 students were used for analysis. Confirmatory factor analysis was used to evaluate validation of this instrument and this analysis was run in R studio. As a result of CFA, the standardized factor loadings of all items were 0.930~0.754 and the reliability and validity of all constructs were adequate. The results of this instrument enable universities to manage the quality of their classes and instructors can use them as self-checklist to improve future classes in terms of instructional points. Finally, this instrument can be used in a variety of learner-centered learning environments.

Systematic Review of Research Progress on Borderline Resectable Pancreatic Cancer: A Bibliometric and Visualized Analysis (경계성 절제가능형 췌장 연구 동향에 대한 체계적인 문헌 고찰: 계량서지학적 분석 및 시각화된 분석)

  • Jae Keun Park;Ji Woong Hwang
    • Journal of Digestive Cancer Research
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    • v.12 no.1
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    • pp.23-30
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    • 2024
  • Borderline resectable pancreatic cancer, an intermediate stage between a completely resectable state and an unresectable state, requires a multidisciplinary treatment approach. This study aimed to elucidate the main characteristics and recent research trends regarding borderline resectable pancreatic cancer to gain further insights into them. Data from published papers about borderline resectable pancreatic cancer were collected from Web of Science (2014-2023) for the analysis. This study included 355 papers; data on major countries, publishing organizations, and keywords were collected and analyzed. Furthermore, R studio and VOSviewer were used for the qualitative and quantitative analyses of keywords. Publication of papers on borderline resectable pancreatic cancer was observed to be increasing annually by 12.8%, with the United States and Japan being the main publishing countries. In 2014, keywords related to surgery and chemotherapy were dominant; however, a shift toward more integrative approaches, such as neoadjuvant therapy, was observed over time. This study demonstrates rapidly evolving trends and paradigm changes in the research and management of borderline resectable pancreatic cancer. Thus, the results of this study are expected to contribute to establishing future research strategies and improving patient treatment outcomes.

Analysis of Online Educational Videos for Patients with Radiation Therapy (방사선치료 환자를 위한 온라인 교육 동영상 분석)

  • Kim, Dae-Gun;Jeong, Jae-Hong
    • Journal of radiological science and technology
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    • v.45 no.1
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    • pp.31-39
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    • 2022
  • This study aimed to analyze educational understanding and satisfaction by survey including for the online educational videos by used online platform (YouTube) which provide resolve patient's questions, require attention and treatment information for a patient with radiation therapy. Video viewing analysis was used by YouTube studio. The survey was analyzed general properties (age, academic ability, disease, and watched of no watched videos) and educational understanding and satisfaction for two groups as no watched and watched patients. The views number was 60% at the female higher than 40% at the male. Based on the standard viewing time (hours), the non-subscription rate was 86.7%. The device type mostly used the mobile phone (82.8%). The viewership of educational videos was lower as the age increased and the academic ability decreased in the survey. The educational understanding increased by 22% at watched group as 4.15 point from at no watched group as 3.4 point (p<0.001), and the educational satisfaction increased by 15.8% at watched group as 4.25 point from at no watched group as 3.67 point (p<0.01). The correlation of understanding (r=0.761) and satisfaction (r=0.767) was high for both no watched and watched groups (p<0.01). The online educational videos increased educational understanding and satisfaction for the patient with radiation therapy. Our study could be used references data for improving the quality of medical services.

Study on the Application of Big Data Mining to Activate Physical Distribution Cooperation : Focusing AHP Technique (물류공동화 활성화를 위한 빅데이터 마이닝 적용 연구 : AHP 기법을 중심으로)

  • Young-Hyun Pak;Jae-Ho Lee;Kyeong-Woo Kim
    • Korea Trade Review
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    • v.46 no.5
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    • pp.65-81
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    • 2021
  • The technological development in the era of the 4th industrial revolution is changing the paradigm of various industries. Various technologies such as big data, cloud, artificial intelligence, virtual reality, and the Internet of Things are used, creating synergy effects with existing industries, creating radical development and value creation. Among them, the logistics sector has been greatly influenced by quantitative data from the past and has been continuously accumulating and managing data, so it is highly likely to be linked with big data analysis and has a high utilization effect. The modern advanced technology has developed together with the data mining technology to discover hidden patterns and new correlations in such big data, and through this, meaningful results are being derived. Therefore, data mining occupies an important part in big data analysis, and this study tried to analyze data mining techniques that can contribute to the logistics field and common logistics using these data mining technologies. Therefore, by using the AHP technique, it was attempted to derive priorities for each type of efficient data mining for logisticalization, and R program and R Studio were used as tools to analyze this. Criteria of AHP method set association analysis, cluster analysis, decision tree method, artificial neural network method, web mining, and opinion mining. For the alternatives, common transport and delivery, common logistics center, common logistics information system, and common logistics partnership were set as factors.

Exploring the variations of the pancreatic ductal system: a systematic review and meta-analysis of observational studies

  • Adil Asghar;Ravi Kant Narayan;Nagavalli Basavanna Pushpa;Apurba Patra;Kumar Satish Ravi;R. Shane Tubbs
    • Anatomy and Cell Biology
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    • v.57 no.1
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    • pp.31-44
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    • 2024
  • The exocrine part of the pancreas has a duct system called the pancreatic ductal system (PDS). Its mechanism of development is complex, and any reorganization during early embryogenesis can give rise to anatomical variants. The aim of this study is to collect, classify, and analyze published evidence on the importance of anatomical variants of the PDS, addressing gaps in our understanding of such variations. The MEDLINE, Web of Science, Embase, and Google Scholar databases were searched to identify publications relevant to this review. R studio with meta-package was used for data extraction, risk of bias estimation, and statistical analysis. A total of 64 studies out of 1,778 proved suitable for this review and metanalysis. The meta-analysis computed the prevalence of normal variants of the PDS (92% of 10,514 subjects). Type 3 variants and "descending" subtypes of the main pancreatic duct (MPD) predominated in the pooled samples. The mean lengths of the MPD and accessory pancreatic duct (APD) were 16.53 cm and 3.36 cm, respectively. The mean diameters of the MPD at the head and the APD were 3.43 mm and 1.69 mm, respectively. The APD was present in only 41% of samples, and the long type predominated. The pancreatic ductal anatomy is highly variable, and the incorrect identification of variants may be challenging for surgeons during ductal anastomosis with gut, failure to which may often cause ductal obstruction or pseudocysts formation.

In Silico Analysis and Molecular Docking Comparison of Mosquito Oviposition Pheromone and Beta-asarone on the Mosquito Odorant Binding Protein-1 (In Silico 분자결합 분석방법을 활용한 MOP와 베타아사론의 열대집모기 후각단백질 활성 부위에 대한 결합 친화도 비교 분석)

  • Kim, Dong-Chan
    • Journal of Life Science
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    • v.28 no.2
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    • pp.195-200
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    • 2018
  • Beta-asarone is the well-known active ingredient of Rhizoma acori graminei. In this study, we investigated and compared the binding affinity of mosquito oviposition pheromone (MOP; (5R,6S)-6-acetoxy-5-hexadecanolide) and beta-asarone on the A domain of the mosquito odorant binding protein 1 (CquiOBP1) by in silico computational docking studies. The three-dimensional crystallographic structure of CquiOBP1 was obtained from the PDB database (PDB ID: 3OGN). In silico computational auto-docking analysis was performed using PyRx, Autodock Vina, Discovery Studio Version 4.5, and the NX-QuickPharm option based on scoring functions. The beta-asarone showed optimum binding affinity (docking energy) with CquiOBP1 as -6.40 kcal/mol as compared to the MOP (-6.00 kcal/mol). Among the interacting amino acids (LEU76, LEU80, ALA88, MET89, HIS111, TRP114, and TYR122), tryptophan 114 in the CquiOBP1 active site significantly interacted with both MOP and beta-asarone. Amino acids substitution (mutation) from non-polar groups to the polar (or charged) groups of the CquiOBP1 dramatically changed the X, Y, Z grid position and binding affinity of both ligands. These results significantly indicated that beta-asarone could be a more potent ligand to the CquiOBP1 than MOP. Therefore, the extract of Rhizoma acori graminei or beta-asarone can be applied to the fields of insecticidal and repellant biomaterial development.

Speech Intelligibility of Alaryngeal Voices and Pre/Post Operative Evaluation of Voice Quality using the Speech Recognition Program(HUVOIS) (음성인식프로그램을 이용한 무후두 음성의 말 명료도와 병적 음성의 수술 전후 개선도 측정)

  • Kim, Han-Su;Choi, Seong-Hee;Kim, Jae-In;Lee, Jae-Yol;Choi, Hong-Shik
    • Journal of the Korean Society of Laryngology, Phoniatrics and Logopedics
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    • v.15 no.2
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    • pp.92-97
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    • 2004
  • Background and Objectives : The purpose of this study was to examine objectively pre and post operative voice quality evaluation and intelligibility of alaryngeal voice using speech recognition program, HUVOIS. Materials and Methods : 2 laryngologists and 1 speech pathologist were evaluated 'G', 'R', 'B' in the GRBAS sclae and speech intelligibility using NTID rating scale from standard paragraph. And also acoustic estimates such as jitter, shimmer, HNR were obtained from Lx Speech Studio. Results : Speech recognition rate was not significantly different between pre and post operation for pathological vocie samples though voice quality(G, B) and acoustic values(Jitter, HNR) were significantly improved after post operation. In Alaryngeal voices, reed type electrolarynx 'Moksori' was the highest both speech intelligibility and speech recognition rate, whereas esophageal speech was the lowest. Coefficient correlation of speech intelligibility and speech recognition rate was found in alaryngeal voices, but not in pathological voices. Conclusion : Current study was not proved speech recognition program, HUVOIS during telephone program was not objective and efficient method for assisting subjective GRBAS scale.

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Impact of the human body in wireless propagation of medical implants for tumor detection

  • Morocho-Cayamcela, Manuel Eugenio;Kim, Myung-Sik;Lim, Wansu
    • Journal of Internet Computing and Services
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    • v.21 no.2
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    • pp.19-26
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    • 2020
  • This paper analyses the feasibility of using implantable antennas to detect and monitor tumors. We analyze this setting according to the wireless propagation loss and signal fading produced by human bodies and their environment in an indoor scenario. The study is based on the ITU-R propagation recommendations and prediction models for the planning of indoor radio communication systems and radio local area networks in the frequency range of 300 MHz to 100 GHz. We conduct primary estimations on 915 MHz and 2.4 GHz operating frequencies. The path loss presented in most short-range wireless implant devices does not take into account the human body as a channel itself, which causes additional losses to wireless designs. In this paper, we examine the propagation through the human body, including losses taken from bones, muscles, fat, and clothes, which results in a more accurate characterization and estimation of the channel. The results obtained from our simulation indicates a variation of the return loss of the spiral antenna when a tumor is located near the implant. This knowledge can be applied in medical detection, and monitoring of early tumors, by analyzing the electromagnetic field behavior of the implant. The tumor was modeled under CST Microwave Studio, using Wisconsin Diagnosis Breast Cancer Dataset. Features like the radius, texture, perimeter, area, and smoothness of the tumor are included along with their label data to determine whether the external shape has malignant or benign physiognomies. An explanation of the feasibility of the system deployment and technical recommendations to avoid interference is also described.

The Effect of Korean Medicinal Admission Treatment and Radiological Characteristics on 25 Cases of Spondylolysis (척추분리증 환자 25예의 한방 입원치료 효과와 영상의학적 특성)

  • Lee, Sang-Won;Kim, Yang-Sun;Kim, Yong-Wha;Kim, Yu-Gon;Park, Han-Sol;Lee, Ji-Eun;Lim, Jin-Woong;Jeong, Hyeon-Gyo;Choi, In-Seok
    • Journal of Korean Medicine Rehabilitation
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    • v.30 no.1
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    • pp.95-103
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    • 2020
  • Objectives The purpose of this study is to assess the effect of korean medicinal admission treatment for degenerative lumbar diseases with spondylolysis and analyze their radiological findings. Methods This study was performed on 25 cases' medical records of spondylolysis patients with both X-rays and MRI images. Their general characteristics, morphologies of intervertebral discs, grades of spondylolisthesis, grades of intervertebral foraminal stenosis were analyzed. The efficacy of treatment was evaluated by numeric pain rating scale (NPRS) changes and statistically assessed by paired t-test using program R Studio. Results After admission treatment, NPRS scores significantly decreased from 6.76±2.07 to 2.38±1.22 (p<0.01). Spondylolysis was associated with degenerative disc change and intervertebral foraminal stenosis at the same or adjacent vertebral level. In spondylolisthesis cases (76%), forward slippage occurred at the same level of spondylolysis in every case. Conclusions Spondylolysis could play a key role in the lumbar degenerative mechanism and korean medicinal admission treatment is effective on pain relief of degenerative lumbar diseases with spondylolysis.

Immediate Effect of Pressure Pain Threshold and Flexibility in Tensor Fascia Latae and Iliotibial Band According to Various Foam Roller Exercise Methods

  • Kim, Ho;Shin, Wonseob
    • Journal of International Academy of Physical Therapy Research
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    • v.10 no.4
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    • pp.1879-1888
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    • 2019
  • Background: The treatment of pain in the iliotibial band friction syndrome has been difficult to determine, according to studies to date. However, recent studies have suggested that flexibility in the subacute stage of pain in the iliotibial band friction syndrome may help reduce pain. Objective: To investigate the immediate effect on pressure pain threshold and flexibility of the tensor fascia latae and iliotibial band by applying static and dynamic myofascial release foam rolling and self-stretching to adults with shortening iliotibial band. Design: Randomized controlled trial Methods: In this study, 50 subjects who were selected in advance as a randomized controlled trial were randomly allocated using a R Studio program. The included subjects were randomly allocated to three intervention groups. The static self-myofascial release 18 people, dynamic self-myofascial release group 16 people separated the self-stretching group 16 people and conducted a homogeneity check in advance. Before the start of the experiment, after of the experiment, 5 minutes after the end of the experiment, the pressure pain threshold and flexibility change for each part were measured. Results: The results of this study showed that the static self-myofascial release showed a significant difference in the pressure pain threshold in the tensor fascia latae and middle, lower part of the iliotibial band, compared with the other intervention groups (p<.05). In change of flexibility, the static self-myofascial release was significantly different than the other intervention groups (p<.05). Conclusion: The result of this study suggest that static self-myofascial release using foam roller may help to improve the pain and flexibility of the iliotibial band and to apply it as a more discerning intervention.