• 제목/요약/키워드: Digital imaging

검색결과 1,503건 처리시간 0.03초

Comparison of Multi-Label U-Net and Mask R-CNN for panoramic radiograph segmentation to detect periodontitis

  • Rini, Widyaningrum;Ika, Candradewi;Nur Rahman Ahmad Seno, Aji;Rona, Aulianisa
    • Imaging Science in Dentistry
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    • 제52권4호
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    • pp.383-391
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    • 2022
  • Purpose: Periodontitis, the most prevalent chronic inflammatory condition affecting teeth-supporting tissues, is diagnosed and classified through clinical and radiographic examinations. The staging of periodontitis using panoramic radiographs provides information for designing computer-assisted diagnostic systems. Performing image segmentation in periodontitis is required for image processing in diagnostic applications. This study evaluated image segmentation for periodontitis staging based on deep learning approaches. Materials and Methods: Multi-Label U-Net and Mask R-CNN models were compared for image segmentation to detect periodontitis using 100 digital panoramic radiographs. Normal conditions and 4 stages of periodontitis were annotated on these panoramic radiographs. A total of 1100 original and augmented images were then randomly divided into a training (75%) dataset to produce segmentation models and a testing (25%) dataset to determine the evaluation metrics of the segmentation models. Results: The performance of the segmentation models against the radiographic diagnosis of periodontitis conducted by a dentist was described by evaluation metrics(i.e., dice coefficient and intersection-over-union [IoU] score). MultiLabel U-Net achieved a dice coefficient of 0.96 and an IoU score of 0.97. Meanwhile, Mask R-CNN attained a dice coefficient of 0.87 and an IoU score of 0.74. U-Net showed the characteristic of semantic segmentation, and Mask R-CNN performed instance segmentation with accuracy, precision, recall, and F1-score values of 95%, 85.6%, 88.2%, and 86.6%, respectively. Conclusion: Multi-Label U-Net produced superior image segmentation to that of Mask R-CNN. The authors recommend integrating it with other techniques to develop hybrid models for automatic periodontitis detection.

테이핑 기법에 따른 가임기 여성의 월경통, 월경 증상 및 체온에 미치는 영향 비교 (Comparison of Effects of Taping Methods on Menstrual Pain, Menstrual Symptoms, and Body Temperature in Women of Reproductive Age)

  • 이은진;박재명;인태성;정경심
    • 대한정형도수물리치료학회지
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    • 제29권2호
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    • pp.31-38
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    • 2023
  • Background: The aim of this study was to compare the effects of taping techniques on menstrual pain, body temperature, and menstrual symptoms in women of reproductive age. Methods: This study targeted 40 female students enrolled at G university with menstrual pain rated above 5 on the visual analog scale (VAS). The participants were randomly assigned to four groups: the Kinesio taping, spiral taping, non-steroidal anti-inflammatory drug, and control groups. The intervention was applied one day after the onset of menstruation, and menstrual pain, menstrual symptoms, and body temperature were measured before the intervention and 24 hours after the intervention application. We measured menstrual pain using the VAS. Additionally, we evaluated menstrual symptoms using the menstruation symptom scale and measured body temperature of the abdomen and feet using digital infrared thermal imaging. Results: After the intervention, all three experimental groups showed significant improvement in menstrual pain and menstrual symptoms compared to the control group, and there was no significant difference among the three groups. After applying Kinesio taping, there was a slight decrease in the temperature difference between the abdomen and feet, but no statistically significant difference was observed. Conclusion: The results of this study demonstrated that kisesio and spiral taping have similar effects as with anti-inflammatory medication in relieving menstrual pain and menstrual symptoms. Taping can be considered as an effective method to replace medications in order to alleviate menstrual pain.

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홍삼의 온열 효과와 복약 순응도에 관한 연구 (A Study on Thermal Effect and Medication Compliance of Red Ginseng Extract)

  • 최민선;정재철;박장경;안홍엽;김동일
    • 대한한방부인과학회지
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    • 제22권3호
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    • pp.223-235
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    • 2009
  • Purpose: To evaluate thermal effect and medication compliance of red ginseng extract. Methods: Randomized, double-blind, placebo-controlled, cross-over clinical study was performed. Twenty four healthy, married women aged 30-45 years with FSFI score below 25 were randomly divided into two groups; red ginseng group(N=12) and placebo group(N=12). During the first 6-week period (Study1), each group was dosed with red ginseng or placebo twice a day. Before starting the second 6-week period(Study2), a crossover design was chosen with a 2-week break(Washout period). Interchanging two groups after Washout period, red ginseng and placebo were dosed to each group. The efficacy of thermal effect was measured with subjective warm sensation scale and lower abdomen temperature by Digital Infrared Thermographic imaging(DITI) before and after each 6-week period. A medication compliance was assessed after each 6-week period and the correlation medication compliance between Sasang Constitution and subjective warm sensation was analyzed. Results: Overall 23 participants completed the study. In subjective warm sensation scale, after taking placebo, all participants exhibited an improving trend, but there was no significant difference. In lower abdomen temperature by DITI, statistically significant objective thermal effect of red ginseng was also not shown. A medication compliance was higher in Yin constitution(Taeumin, Soeumin), and showed an upward trend with decreasing subjective warm sensation. But no statistically significant difference was exhibited. Conclusion: Statistically significant thermal effect of red ginseng was not shown in this study. We anticipate if a long-term clinical trial is practiced, significant thermal effect of red ginseng will be shown.

The Effectiveness of 448-kHz Capacitive Resistive Monopolar Radiofrequency for Subcutaneous Fat Reduction in a Porcine Model

  • Kwon, Tae-Rin;Lee, Sung-Eun;Kim, Jong Hwan;Jeon, Yong Jae;Jang, You Na;Yoo, Kwang Ho;Kim, Beom Joon
    • Medical Lasers
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    • 제8권2호
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    • pp.64-73
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    • 2019
  • Background and Objectives The effectiveness of many physiotherapy modalities in reducing subcutaneous fat has been investigated in numerous previous studies. However, to the best of our knowledge, there have been no attempts to determine the effectiveness of physiotherapy modalities in body contouring. The present report determined the effect of 448-kHz capacitive resistive monopolar radiofrequency (CRMRF) in a porcine model. Materials and Methods This study investigated the effect of selective destruction of the subcutaneous fat layer in abdominal fat tissue using CRMRF. The effects of two types of CRMRF (capacitive electric transfer (CET) and resistive electric transfer (RET)) treatment were evaluated using regular digital photography in addition to thermal imaging evaluation, ultrasound measurement, hematological evaluation, and histologic analyses (H&E (hematoxylin and eosin), Oil red O, and immunohistochemistry staining). Results Preclinical evaluation was performed to obtain the data for comparison of the safety and efficacy of the subcutaneous fat reduction after applying CRMRF using CET and RET. After treatment, the thermal transmission was effective, and a 42-47℃ temperature change was observed in the fat layer while an approximately temperature of 42℃ was confirmed on the skin surface. Moreover, after the application of both types of CRMRF treatment, fibrotic septa were observed in the adipose tissue induced by heat at the treatment sites. TUNEL staining was also performed to confirm the process of apoptosis in the adipocytes. Conclusion These results suggest that both CET and RET for CRMRF treatment are safe and effective for subcutaneous fat reduction in a porcine model.

안전백호탕 가미방으로 호전된 상열감 및 안면홍조를 호소하는 환자 1례 (A Case Report of Hot Flushing Treated with Gami Ahnjeonbaekho-tang)

  • 김연진;양승보;이보윤;이동혁;조승연;박성욱;고창남;박정미
    • 대한중풍순환신경학회지
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    • 제16권1호
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    • pp.41-48
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    • 2015
  • ■ Objectives This clinical study is to report the effect of Korean medicine on patient with hot flushing ■ Methods A patient who suffered from hot flushing was treated with herbal medicine 'Gami Ahnjeonbaekho-tang', acupuncture, moxibustion and pharmaco-acupuncture. Degree and frequency of flushing were measured. Digital Infrared Thermal Imaging (DITI) was used to estimate the temperature of skin surface for the outcome assessment ■ Results After taking Gami Ahnjeonbaekho-tang, degree and frequency of hot flushing reduced and skin temperature of patient was reduced on DITI. ■ Conclusion This clinical case study showed the effect of Korean medicine on hot flushing

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ZoomISEG: 조직 병리학 전체 슬라이드 영상 분할을 위한 대화형 다중스케일 융합 (ZoomISEG: Interactive Multi-Scale Fusion for Histopathology Whole Slide Image Segmentation)

  • 민성희;정원기
    • 한국컴퓨터그래픽스학회논문지
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    • 제29권3호
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    • pp.127-135
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    • 2023
  • 조직병리에서 전체 슬라이드 영상의 정확한 분할은 질병 진단과 치료 계획에 매우 중요한 작업이다. 그러나 전체 슬라이드 영상은 크기가 크고 조직의 형태, 염색 및 촬영 조건이 다양하기 때문에 기존의 자동 영상 분할 알고리즘을 항상 적용하는 것은 어렵다. 최근 인간의 전문 지식과 알고리즘을 결합한 대화형 영상 분할 기술의 발전은 전체 슬라이드 영상 분할의 효율 성과 정확성을 개선할 수 있는 가능성을 보여주었다. 그러나 이러한 접근 방식은 동시에 어려운 과제를 제기하기도 했다. 본 논문에서는 다중 해상도 전체 슬라이드 영상을 활용하는 새로운 대화형 분할 방법인 ZoomISEG를 제안한다. 기존의 단일 스케일 방법과의 비교 및 ablation study를 통해 제안된 방법의 효율성과 성능을 입증한다. 실험 결과, 제안된 방법은 사람의 개입을 줄이면서도 최고 해상도 데이터를 사용하는 방식에 필적하는 정확도를 달성함을 확인했다.

Effects of a Horticultural Activity Program Based on Validation Therapy on the Mental Functions of Elderly Patients in Nursing Homes

  • Lee, Sook
    • 인간식물환경학회지
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    • 제22권6호
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    • pp.611-619
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    • 2019
  • This study was conducted to investigate changes in the mental functions of the elderly in nursing facilities affected by a horticultural therapy program based on validation therapy. To meet the purpose, we conducted a horticultural therapy program based on validation therapy with 58 elderly participants (average age 79.12±6.84, men and women) once a week, 50 minutes per session, in a total of 10 sessions. Participants were divided into the control and experimental group with convenience sampling. The program was carried out from March 15 to November 22, 2018. Vibraimage 8 pro(ELSYS, 2014) is a recent, psychologically based, emotional-recognition visual imaging technology that measures pixels microvibration in terms of digital frequency and amplitude parameters. To examine the effects of the horticultural therapy program based on validation therapy, Vibraimage was used to assess aggression, stress, tension, suspect, balance, charm, energy, self-regulation, inhibition, neuroticism and positive, negative, physiological domains of mental functions before and after program. As a result, the mean score of the positive domain in the control group significantly decreased from 63.89±5.09 to 60.74±5.48, but it decreased without statistical significance in the experimental group from 63.98±5.45 to 61.39±6.02. The mean score of neuroticism in the experimental group significantly decreased from 31.64±10.94 to 22.87±13.79. Moreover, the mean score of the physiological domain in the experimental group also significantly decreased from 25.08±6.27 to 19.42±8.80. Accordingly, horticultural therapy program based on validation therapy can be utilized as a program to promote mental health, especially maintaining positive mental health function of the eldery, helping those who live in long-term care facilities enjoy a happier life more happier.

Effect of Toothbrushing Application for Kids on Dental Plaque Removal and Interest in Toothbrushing of Preschool Children

  • Chae-Ha Hwang;Hyeon-Ju Song;Min-Ji Jung;Yeon-Jae Choi;Young Sun Hwang
    • 치위생과학회지
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    • 제23권3호
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    • pp.208-215
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    • 2023
  • Background: Dental caries in preschool children can cause early loss of teeth, reduced masticatory function, malocclusion, and speech disorders, making oral care for preschool children essential. However, because children have a poor ability to perform oral hygiene by themselves, educational tools that help establish correct oral health behaviors are required. This study evaluated the effect of toothbrushing application for kids on dental plaque removal and toothbrushing interest in preschool children. Methods: Seven 5-year-old children enrolled in a daycare center participated in the evaluation, and the same children participated in the experiment twice a week. The Pokémon Smile application (App) was used as an auxiliary application for tooth brushing, and the degree of dental plaque removal on the tooth surface was evaluated by quantitative light-induced fluorescence-digital imaging. After the experiment, children's toothbrushing preferences were investigated through interviews. Results: The levels of AREA R30 and AREA R70 measured after the children's toothbrushing as usual decreased compared to those before toothbrushing; however, the change was not significant. The levels of AREA R30 and AREA R70 measured after using the Pokémon Smile App were significantly reduced compared to those before toothbrushing. Children's interest in brushing their teeth increased by 28.59% after using the Pokémon Smile App. Conclusion: The toothbrushing application for kids effectively removes dental plaque by helping preschool children brush their teeth. It also increased preschool children's interest in tooth brushing. Therefore, an oral health education application would be useful for children who need to develop correct oral care methods and habits.

3D 프린팅을 이용한 손 엑스선 검사 보조도구의 유용성 (Usefulness of an Auxiliary Tool for Hand Radiography by Using 3D Printing)

  • 김지원;구본열
    • 대한방사선기술학회지:방사선기술과학
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    • 제46권6호
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    • pp.485-491
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    • 2023
  • As an auxiliary tool for fixing the patient's posture when taking an X-ray, sponges with high radiolucencies are laminated in various thicknesses. This study aimed to evaluate the usefulness of an auxiliary tool for hand oblique projection X-ray by manufacturing it with a uniform thickness by 3D printing and comparing it with existing sponge tools. In the auxiliary tool, radiolucency was measured at the stairs where each finger was located, and pixel information values were compared in the digital imaging and communications in medicine(DICOM) image. Contrast to noise ratio(CNR) and signal to noise ratio(SNR) were compared by shooting the hand phantom and the auxiliary tool together. As the thickness of the sponge tool increased, radiolucency decreased by 15.52% and pixel information value increased by 20.61%. The transmittance of the 3D printing tool increased by 0.82%, and the pixel information value differed by 5.66%. CNR and SNR increased by 20.03% and 22.42% in 3D printing compared to existing sponge tools. while taking hand oblique projection, maintaining the thickness of the auxiliary tool uniformly through 3D printing maintains high radiolucency and minimal impact on medical images, and increases CNR and SNR, making it useful as an auxiliary tool for taking hand oblique projection.

Assessment of infection control in oral radiology during the COVID-19 outbreak: An international collaborative study

  • Rafaela C Santos;Larissa S Araujo;Rafael B Junqueira;Eliana D Costa;Fernanda M Pigatti;Kivanc Kamburoglu;Pedro HB Carvalho;Manuela LB Oliveira;Sibele N Aquino;Francielle S Verner
    • Imaging Science in Dentistry
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    • 제53권4호
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    • pp.365-373
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    • 2023
  • Purpose: In the context of COVID-19, studies evaluating the adherence of dentists and dental students to infection control are relevant due to their high occupational exposure and risk, as well as their responsibility for disseminating information and good practices. This study evaluated the adherence of dentists and dental students to infection control in the oral radiology field in the setting of the COVID-19 pandemic on different continents. Materials and Methods: This cross-sectional observational study involved individuals who performed intraoral radiographic examinations during the COVID-19 pandemic. The Questionnaire on Infection Control in Oral Radiology was administered virtually using a Google Form. Participants from different continents(the Americas, Africa, Europe, Asia, and Oceania) were recruited. Data were subjected to descriptive analysis and simple and multiple binary regression (5%). Results: There were 582 valid answers, and 68.73% of the participants were from the Americas, 18.90% from Europe, and 12.37% from Asia. The median score for infection control protocols was 94 points for dental students and 104 points for dentists, and participants below the median were considered to have low adherence to infection control in oral radiology. Low access to infection control was found for 53.0% of dentists in the Americas, 34.0% from Europe, and 26.9% from Asia. Conclusion: The adherence to infection control protocols in oral radiology was low even in the face of the COVID-19 pandemic. The results may help improve the awareness of students and professionals, since oral radiology routines have the potential for transmitting COVID-19.