• 제목/요약/키워드: Clinical Feature

검색결과 473건 처리시간 0.027초

A Novel Whale Optimized TGV-FCMS Segmentation with Modified LSTM Classification for Endometrium Cancer Prediction

  • T. Satya Kiranmai;P.V.Lakshmi
    • International Journal of Computer Science & Network Security
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    • 제23권5호
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    • pp.53-64
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    • 2023
  • Early detection of endometrial carcinoma in uterus is essential for effective treatment. Endometrial carcinoma is the worst kind of endometrium cancer among the others since it is considerably more likely to affect the additional parts of the body if not detected and treated early. Non-invasive medical computer vision, also known as medical image processing, is becoming increasingly essential in the clinical diagnosis of various diseases. Such techniques provide a tool for automatic image processing, allowing for an accurate and timely assessment of the lesion. One of the most difficult aspects of developing an effective automatic categorization system is the absence of huge datasets. Using image processing and deep learning, this article presented an artificial endometrium cancer diagnosis system. The processes in this study include gathering a dermoscopy images from the database, preprocessing, segmentation using hybrid Fuzzy C-Means (FCM) and optimizing the weights using the Whale Optimization Algorithm (WOA). The characteristics of the damaged endometrium cells are retrieved using the feature extraction approach after the Magnetic Resonance pictures have been segmented. The collected characteristics are classified using a deep learning-based methodology called Long Short-Term Memory (LSTM) and Bi-directional LSTM classifiers. After using the publicly accessible data set, suggested classifiers obtain an accuracy of 97% and segmentation accuracy of 93%.

Factors affecting real-time evaluation of muscle function in smart rehab systems

  • Hyunwoo Joe;Hyunsuk Kim;Seung-Jun Lee;Tae Sung Park;Myung-Jun Shin;Lee Hooman;Daesub Yoon;Woojin Kim
    • ETRI Journal
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    • 제45권4호
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    • pp.603-614
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    • 2023
  • Advancements in remote medical technologies and smart devices have led to expectations of contactless rehabilitation. Conventionally, rehabilitation requires clinicians to perform routine muscle function assessments with patients. However, assessment results are difficult to cross-reference owing to the lack of a gold standard. Thus, the application of remote smart rehabilitation systems is significantly hindered. This study analyzes the factors affecting the real-time evaluation of muscle function based on biometric sensor data so that we can provide a basis for a remote system. We acquired real clinical stroke patient data to identify the meaningful features associated with normal and abnormal musculature. We provide a system based on these emerging features that assesses muscle functionality in real time via streamed biometric signal data. A system view based on the amount of data, data processing speed, and feature proportions is provided to support the production of a rudimentary remote smart rehabilitation system.

설포라제 캡슐(아세브로필린 100 mg)에 대한 부로필 캡슐의 생물학적 동등성 (Bioequivalence of Burophil Capsule to Surfolase Capsule (Acebrophylline 100 mg))

  • 조혜영;박은자;강현아;김세미;박찬호;오인준;임동구;이명희;이용복
    • Journal of Pharmaceutical Investigation
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    • 제35권3호
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    • pp.179-185
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    • 2005
  • Acebrophylline is a compound produced by salifying ambroxol with theophylline-7 -acetic acid. After acebrophylline administration, the salt splits into these two components which feature a peculiar pharmacokinetic behavior, an adequate ambroxol and a low theophylline-7-acetic acid serum levels. The purpose of the present study was to evaluate the bioequivalence of two acebrophylline capsules, Surfolase (Hyundai Pharm. lnd. Co., Ltd.) and Burophil (Kuhnil Pharm. Co., Ltd.), according to the guidelines of the Korea Food and Drug Administration (KFDA). The release of ambroxol from the two acebrophylline formulations in vitro was tested using KP VIII Apparatus II method with various dissolution media (pH 1.2, 4.0, 6.8 buffer solution and water). Twenty eight healthy male subjects, $23.25{\pm}1.43$ years in age and $64.82{\pm}6.77$ kg in body weight, were divided into two groups and a randomized $2{\times}2$ cross-over study was employed. After two capsules containing 100 mg as acebrophylline were orally administered, blood was taken at predetermined time intervals and the concentrations of ambroxol in serum were determined using HPLC with electrochemical detector (ECD). The dissolution profiles of two formulations were similar at all dissolution media. In addition, the pharmacokinetic parameters such as $AUC_t$, $C_{max}$ and $T_{max}$ were calculated and ANOVA test was utilized for the statistical analysis of the parameters using logarithmically transformed $AUC_t$, $C_{max}$ and untransformed $T_{max}$. The results showed that the differences between two formulations based on the reference drug Surfolase, were -1.64, -3.33 and -0.92% for $AUC_t$, $C_{max}$ and $T_{max}$, respectively. There were no sequence effects between two formulations in these parameters. The 90% confidence intervals using logarithmically transformed data were within the acceptance range of log 0.8 to log 1.25 $(e.g., \;log\;0.93{\sim}log\;1.05\;and\;log\;0.88{\sim}log\;1.05$ for $AUC_t$, and $C_{max}$, respectively). Thus, the criteria of the KFDA bioequivalence guideline were satisfied, indicating Burophil capsule was bioequivalent to Surfolase capsule.

Prader-Willi 증후군의 임상 양상 및 유전학적 진단에 관한 고찰 (Clinical Characteristics and Genetic Analysis of Prader-Willi Syndrome)

  • 이지은;문광빈;황종희;권은경;김선희;김종원;진동규
    • Clinical and Experimental Pediatrics
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    • 제45권9호
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    • pp.1126-1133
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    • 2002
  • 목 적 : Prader-Willi 증후군(PWS)은 특징적 임상 증상을 보이는 복합적인 다기관 질환이며 유전적으로 는 부친으로부터 유래한 15번 염색체 15q11.2-13의 결함이 원인으로 밝혀진 바 있다. 과거 심한 비만에 이르기 전에는 진단이 불가능하였으나 최근 분자 유전학과 세포 유전학의 발달로 많은 환자들이 조기 진단되는 추세다. 이에 저자들은 Prader-Willi 증후군 환자들의 임상 양상 및 유전학적 원인을 분석하여 향후 조기 진단 및 치료에 도움을 주고자 본 연구를 시행하였다. 방 법: 1997년 9월부터 2001년 9월까지 삼성서울병원 소아과 유전 대사 클리닉에서 Prader-Willi 증후군으로 진단된 24례의 환자를 대상으로 후향적인 연구를 시행하였다. 임상 양상에 대한 조사는 병원 기록에 대한 검토를 통하여 출생력, 진단시 연령 및 성별, 병원 첫 방문시의 주소, 연령별 분포도, 진단 기준에 따른 임상적 특징, 동반된 질환 등에 대한 결과를 분석하였다. 유전자적 진단으로는 고해상도 염색체 분염법과 형광결합보체법를 이용하여 유전자 결손을 확인하였고 SNRPN의 CpG island에 대한 methylation- specific PCR을 시행하여 모친으로부터 유래한 174 염기쌍만이 존재하는 경우에 Prader-Willi 증후군으로 진단하였다. 결 과 : 1) 평균 출생 체중은 $2.67{\pm}0.47kg$이었고 진단시 중앙연령은 1.3세로서 24례 중 17례(70.8%)가 최근 2년간 진단되었다. 2) 진단시 연령이 1세 미만의 경우 체중과 키가 평균 3-10 백분위수를 보였고 2-6세 사이에는 신장에 비해 체중이 급격하게 증가하는 비만이 나타났다. 3) 부모가 환자에게 이상을 느껴 내원한 원인으로는 수유곤란을 동반한 저 긴장증, 불명열, 정신지체를 동반한 비만, 발달 지연 순이었다. 4) 진단 기준에 따른 임상적 특징으로 수유곤란 및 성장 장애, 영아기의 근 긴장도 저하가 가장 많은 빈도 (95.8%)를 나타냈으며 산전 태동의 미약함, 작은 손과 발 등이 그 다음 빈도를 나타내었다. 진단 기준의 점수는 진단시 3세 미만의 환자군 17례에서 평균 $7.1{\pm}1.5$점, 3세 이상의 환자군 7례는 평균 $9.6{\pm}1.5$점이었다. 5) 진단 기준의 임상적 특징 항목 외에 동반되는 질환으로 잦은 호흡기 감염(33.3%)이 가장 많았고 그외 선천성 심질환, 위식도역류 등이 있었다. 6) 대상 환아 24례의 염색체 분석 결과 15번 염색체 장완의 부분 결손이 75%(18례)이며 이중 5%(1례)가 14번 염색체와 15번 염색체의 로버트슨 전위를 보였다. 세포유전학적으로 이상이 없었던 16.7%(4례)는 모친으로부터의 이체성(maternal UPD)이 원인으로 보이며 나머지 8%(2례)는 기타 소견을 보였다. 결 론 : 영아기나 신생아기에 발생한 근 긴장도 저하와 수유곤란이 있는 경우 PWS을 감별 진단하는 것이 중요하며 질환의 특성상 특징적 임상 소견들이 연령의 증가에 따라 현저해지기 때문에 의심되는 환아에서 유전학적인 검사가 조기에 필요하다. 또한 15번 염색체 장완 일부의 결손이 75%로 유전적인 원인 의 대다수를 차지하고 있었으며 복잡하고 다양한 유전적 원인을 가진 질환으로 향후 지속적인 유전학적 연구가 필요하다.

Serum Carcinoembryonic Antigen Levels before Initial Treatment are Associated with EGFR Mutations and EML4-ALK Fusion Gene in Lung Adenocarcinoma Patients

  • Wang, Wen-Tao;Li, Yin;Ma, Jie;Chen, Xiao-Bing;Qin, Jian-Jun
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권9호
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    • pp.3927-3932
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    • 2014
  • Background: Epidermal growth factor receptor (EGFR) mutations and echinoderm microtubule associated protein like 4-anaplastic lymphoma kinase (EML4-ALK) define specific molecular subsets of lung adenocarcinomas with distinct clinical features. Our purpose was to analyze clinical features and prognostic value of EGFR gene mutations and the EML4-ALK fusion gene in lung adenocarcinoma. Patients and Methods: EGFR gene mutations and the EML4-ALK fusion gene were detected in 92 lung adenocarcinoma patients in China. Tumor marker levels before first treatment were measured by electrochemiluminescence immunoassay. Results: EGFR mutations were found in 40.2% (37/92) of lung adenocarcinoma patients, being identified at high frequencies in never-smokers (48.3% vs. 26.5% in smokers; P=0.040) and in patients with abnormal serum carcinoembryonic antigen (CEA) levels before the initial treatment (58.3% vs. 28.6%, P=0.004). Multivariate analysis revealed that a higher serum CEA level before the initial treatment was independently associated with EGFR gene mutations (95%CI: 1.476~11.343, P=0.007). We also identified 8 patients who harbored the EML4-ALK fusion gene (8.7%, 8/92). In concordance with previous reports, younger age was a clinical feature for these (P=0.008). Seven of the positive cases were never smokers, and no coexistence with EGFR mutation was discovered. In addition, the frequency of the EML4-ALK fusion gene among patients with a serum CEA concentration below 5ng/ml seemed to be higher than patients with a concentration over 5ng/ml (P=0.021). No significant difference was observed for time to progression and overall survival between EML4-ALK-positive group and EML4-ALK-negative group or between patients with and without an EGFR mutation. Conclusions: The serum CEA level before the initial treatment may be helpful in screening population for EGFR mutations or EML4-ALK fusion gene presence in lung adenocarcinoma patients.

수학적 모델을 이용한 신종인플루엔자 환자 예측 및 대응 전략 평가 (Mathematical Modeling of the Novel Influenza A (H1N1) Virus and Evaluation of the Epidemic Response Strategies in the Republic of Korea)

  • 서민아;이지현;지혜진;김영근;강대용;허남욱;하경화;이동한;김창수
    • Journal of Preventive Medicine and Public Health
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    • 제43권2호
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    • pp.109-116
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    • 2010
  • Objectives: The pandemic of novel influenza A (H1N1) virus has required decision-makers to act in the face of the substantial uncertainties. In this study, we evaluated the potential impact of the pandemic response strategies in the Republic of Korea using a mathematical model. Methods: We developed a deterministic model of a pandemic (H1N1) 2009 in a structured population using the demographic data from the Korean population and the epidemiological feature of the pandemic (H1N1) 2009. To estimate the parameter values for the deterministic model, we used the available data from the previous studies on pandemic influenza. The pandemic response strategies of the Republic of Korea for novel influenza A (H1N1) virus such as school closure, mass vaccination (70% of population in 30 days), and a policy for anti-viral drug (treatment or prophylaxis) were applied to the deterministic model. Results: The effect of two-week school closure on the attack rate was low regardless of the timing of the intervention. The earlier vaccination showed the effect of greater delays in reaching the peak of outbreaks. When it was no vaccination, vaccination at initiation of outbreak, vaccination 90 days after the initiation of outbreak and vaccination at the epidemic peak point, the total number of clinical cases for 400 days were 20.8 million, 4.4 million, 4.7 million and 12.6 million, respectively. The pandemic response strategies of the Republic of Korea delayed the peak of outbreaks (about 40 days) and decreased the number of cumulative clinical cases (8 million). Conclusions: Rapid vaccination was the most important factor to control the spread of pandemic influenza, and the response strategies of the Republic of Korea were shown to delay the spread of pandemic influenza in this deterministic model.

전풍(?風)의 임상적(臨床的) 및 균학적(菌學的) 연구(硏究) (A Clinical and Mycological Investigation on Tinea versicolor)

  • 김홍식;서명수
    • 한국균학회지
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    • 제9권4호
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    • pp.199-207
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    • 1981
  • This investigation was undertaken to establish more accurately the clinical features of the desease as seen in Korea, and to investigate susceptibility factors and to study the ecology of P. orbiculare in this condition. All of 50 new patients with Tinea versicolor attending the Ewha University Hospital, during a period of 6 months were studied personally. 1. Clinical feature: The sex ratio of the whole series was 32 males to 18 females. Twenty of 50 patients (40%) were between the age of 20 to 29 years. The duration of disease was more than 4 months in 37 of 50 patients (74%). The cases of first onset in June, July and August were 33 of 50 patients (66%). Whereas, the developed in December, January and February were only 3 of 50 patients (6%). Seasonal fluctuation was remarkable in 16 of 25 patients (66.7%) who had the duration of more than 1 year. The course of disease was rapid in 33 of 50 patients (66%) and slow in 9 of 50 patients (18%). Thirty-three of 50 patients (66%) had not any subjective symptoms. Thirteen patients (26%) had mild itching sensation and 4 patients (8%) had severe itching. The frequency of the first affected were neck (27.4%), axilla (19.2%) anterior chest (15.0%) and groin (11.0%). 7) Hyperpigmented lesions were observed in 35 of 50 patients (70%) and hypopigmented lesions were observed in 11 of 50 patients (22%). Skin lesions were noticed mainly in the anterior chest, neck, back and axilla, and more severe in the anterior chest, back and abdomen than other areas. Tinea versicolor was particularly prevalent in those persons who had occupations of mental work and who perspired every day or every 2 or 3 days. A positive family history of Tinea versicolor was obtained in 7 of 50 patients (14%). Fourteen of 50 patients (28%) had association with superficial fungal infections. 2. Mycological features: Typical appearance of M. furfur was observed in all scrapings from 25 lesions and only 3 scrapings from 20 clinically skin of the patients. P. orbiculare was seen on direct examination of scrapings from 24 of 25 skin lesions, from 19 of 20. clinically normal skin of patients and from 18 of 29 control normal skin. The quantity of P. orbiculare was greater in skin lesions and clinically normal skin area than in control normal skin surfaces.

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청소년 경계선 상태의 임상적 분류 (CLINICAL CATEGORIES OF ADOLESCENT BORDERLINE STATE)

  • 홍강의;전성일;신민섭
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제6권1호
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    • pp.18-33
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    • 1995
  • 본 논문에서는 청소년 경계선 장애의 개념의 발달, 역학, 공존 질환 및 감별 진단, 유형 분류, 정신 역동학적 이론, 생물학적 이론, 실험적인 연구등을 통한 병인론, 추적 연구에 대한 문헌 고찰을 하였고 청소년기에 재현되는 재접근기(rapproachment)의 혼란에 의해 현상학적으로 경계선 성격 장애와 같은 모습을 보이는 상태를 통틀어 청소년의 경계선 상태(adolescent borderline state)라고 정의하였으며 이를 성인의 경계선 성격 장애와는 다른 청소년의 한 ‘과정’으로서 개념화하였다. 또한 저자들은 청소년기의 경계선 상태를 다음의 네가지 유형으로 나누고 각각의 증례를 제시하였다 (1) 청소년 과정으로서의 경계선 상태 (2) 정신병적 상태와 연관되어 나타나는 경계선 상태 (3) 전형적 경계선 성격 장애의 시작으로서의 경계선 상태 (4) 기질적 질환과 연결되어 나타나는 경계선 상태. 결론적으로 청소년기의 경계선 장애는 단순히 아동기의 분리-개별화 단계의 실패가 지속되어 생기는 것이 아니라 이와 유사한 과제가 발달의 주제로 재현되는 청소년기의 이차 분리 개별화 과정의 갈등에 의한 것이고 만약 이 시기에 갈등의 해소가 안되면 성인기에서는 경계선 성격 장애로 나타날 수 있을 것이라고 생각되었다.

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폐암 치험 73례: Alveolar cell carcinoma 를 중심으로 (Primary Carcinoma of the Lung with Emphasis on Alveolar Cell Carcinoma)

  • 손광현;이남수;고일향
    • Journal of Chest Surgery
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    • 제12권4호
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    • pp.324-335
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    • 1979
  • During the period of 4 years from August 1975 to August 1979 one hundred and forty seven cases of lung cancer were seen at Paik Foundation Hospital in Seoul, Korea. Among these 147 cases, 104 patients had primary carcinoma of the lung and the remainder was metastatic carcinoma to the lung. Among these 104 primary carcinoma patients, 73 cases were proven histologically as primary carcinoma of the lung. There were three cases of alveolar cell carcinoma [Table 1 ]. This clinical observation is based on those 73 cases including three case reports of the alveolar cell carcinoma. 1. Peak incidence was observed in the 5th decade of life. Male to female ratio was 2 to 1 [Fig. 1]. 2. Pathological classifications were as follows: epidermoid carcinoma, 24 cases [32.9%]; undifferentiated carcinoma, 20 cases [27.4%]; adenocarcinoma, 15 cases [20.5%]; bronchioloalveolar carcinoma [5.5%] and positive cytology, 10 cases [13.7%] [Fig. 2]. 3. Evidence of inoperability was observed in 55 patients [75% of the 73 cases] [Table 3]. 4. Among those 73 cases, operability was evaluated in 18 patients or 25%. One patient refused operation and 17 patients [23.6%] were explored. In 11 [15%] out of 17 patients, thoracotomies were performed. Six cases were pneumonectomies and 5 cases were lobectomies or bilobectomies [Fig. 3]. 5. First case of alveolar cell carcinoma was a 46 year-old housewife complaining of cough and hemoptysis for one year. The plain chest X-ray and bronchogram showed characteristic pictures as Figures 4 and 5. A pneumonectomy was carried out. Histologically, a beautiful alveolar carcinoma consisted of the characteristic tall columnar epithelial cells, which were lining the alveolar spaces as seen in Figures 6, 7, 8, and 20. 6. In the second case of 41 year old male, predominant clinical feature was single, well defined mass in the right lower lobe [Fig. 10 and 11] on chest X-ray. Bilobectomized specimen showed fragile, soft and hard tissue containing mucoid secretions and focal yellowish necrosis with pigmentation on cut surface [Fig. 12]. Slides showed tumor cells lined up along the alveolar septa with papillary projections [Fig. 13 and 14]. 7. Third case of alveolar cell carcinoma was a 50-year-old housewife with hemoptysis. An outstanding clinical picture was a round to lobulated mass in the right upper lobe [Fig. 16]. She is living now, 2 years and 1 month post-operatively, but has arrived at terminal stage with military nodular disseminations to the contralateral lung [Fig. 19].

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과학담화에서 과학자와 중학생의 제스처 비교 -분자운동과 물질의 상태변화를 중심으로- (The Difference of Gestures between Scientists and Middle School Students in Scientific Discourse: Focus on Molecular Movement and the Change in State of Material)

  • 김지현;조해리;조영환;정대홍
    • 한국과학교육학회지
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    • 제38권2호
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    • pp.273-291
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    • 2018
  • 과학 담화에 동반되는 제스처는 정신 모형의 구성과 모델에 기반한 추론에 중요한 역할을 한다. 체화된 인지의 관점에서 제스처는 학생의 내면에 기저한 정신모형을 유추하는 근거인 동시에 학생의 불완전한 과학적인 사고의 변화에 도움을 줄 수 있다. 이 연구는 과학 교육의 맥락에서 제스처의 역할을 탐색해보고자 과학적 담화에서 제스처의 특징을 살펴보고 과학자와 중학생의 제스처를 비교하였다. 각각 10명의 과학자와 중학생이 본 연구에 참여했으며, 일대일 면담에서는 '분자운동과 상태 변화'에 관한 세 가지 면담과제가 제시되었고 면담은 반구조화된 clinical interview의 방식으로 진행되었다. 과학자와 중학생의 제스처는 모두 비디오로 녹화하였으며, 근거 이론(grounded theory)에 기반하여 4명의 연구자가 반복적으로 비교 분석하였다. 연구 결과, 과학자와 중학생의 제스처는 4가지 측면(제스처의 특징, 제스처의 사용, 제스처의 내용, 제스처의 기능)에서 상이한 특성을 보였다. 과학자는 다양하고 정교한 제스처를 보다 빈번하게 체계적으로 사용했으며, 중학생 또한 과학적 사고와 소통의 도구로 제스처를 과학담화에서 사용했으나, 중학생의 제스처는 과학자의 제스처에 비해 과학적인 근거가 부족했으며 기능적인 특징에서도 상당한 차이점이 있었다. 이 결과는 제스처가 과학적 사고를 강화하는 데 도움이 될 수 있으며, 내면에서 일어나는 인지활동을 알아보는 수단이 될 수 있다는 것을 보여준다. 앞으로 학생들이 제스처를 과학 개념의 이해와 추론을 돕는 도구로 사용할 수 있도록 지원할 필요가 있다.