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        인지 컴퓨팅 융합 헬스케어 정보서비스 수용요인에 관한 연구

        배영우(Young-Woo Pae),봉진숙(Jin-Sook Bong),민원기(Wonki Min),신용태(Yongtae Shin) 한국정보과학회 2015 정보과학회논문지 Vol.42 No.6

        인구의 고령화와 과학기술의 발전은 헬스케어 산업을 질병 예방을 위한 건강관리에 중점을 두도록 변화시키고 있다. 국내에서는 유헬스와 원격의료 등의 서비스가 효과성 측면에서 사회적 동의를 얻지 못하고 있으나 해외에서는 이에 대한 이용이 확대되고 있다. 특히 인지 컴퓨팅으로 인한 사용자경험 혁신은 헬스케어 정보 서비스와 융합하여 일반인의 건강관리 효과를 높일 것으로 예상된다. 본 논문에서는 인지컴퓨팅과 헬스케어 정보서비스를 융합한 인지컴퓨팅 융합 헬스케어 정보서비스의 개념과 모델을 확립하고 일반인을 대상으로 본 융합서비스에 대한 수용요인을 연구하였다. 온라인 설문조사를 실시하여 신뢰도 및 타당성 분석을 수행하였고, 구조방정식 모델을 이용하여 가설 검증 및 성별에 따른 조절 효과를 검증하였다. The aging population and the advancement of science and technology are transforming the healthcare industry to focus on health management for the prevention of diseases. The U-health and remote healthcare services have not yet achieved the social agreement in the nation; however, these have been extensively used in the global scale. The innovation of user experience through cognitive computing are expected to increase the health effects of consumers, by converging with healthcare information services. This study suggests the conceptual model of healthcare information service converged with cognitive computing. Then, the acceptance factors for consumers have been investigated. For this purpose, reliability and validity analysis have been conducted using an online survey. The path analysis was performed to verify the hypotheses and moderating effect based upon the gender, by using structural equation modeling.

      • 강남세브란스병원 토모테라피를 이용한 치료환자의 130예 통계분석 및 경험

        진숙,전미진,김세준,김종대,신동,Ha, Jin-Sook,Jeon, Mi-Jin,Kim, Sei-Joon,Kim, Jong-Dae,Shin, Dong-Bong 대한방사선치료학회 2008 대한방사선치료학회지 Vol.20 No.1

        Purpose: We are trying to analyze 130 patients' conditions by using our Helical Tomotherapy, which was installed in our center in Oct. 2007. We will be statistically approach this examination and analyze so that we will be able to figure out adaptive plans according to the change in place of the tumor, GTV (gross tumor volume), total amount of time it took, vector (${\upsilon}=\surd$x2+y2+z2) and the change in size of the tumor. Materials and Methods: Objectives were the patients who were medicated with Tomotherapy in our medical center since Oct. 2007 August 2008. The Average age of the patients were 53 years old (Minimum 25 years old, Maximum 83 years old). The parts of the body we operated were could be categorized as Head&neck (n=22), Chest (n=47), Abdomen (n=25), Pelvis (n=11), Bone (n=25). MVCT had acted on 2702 times, and also had acted on our adaptive plan toward patients who showed big difference in the size of tumor. Also, after equalizing our gained MVCT and kv-CT we checked up on the range of possible mistake, using x, y, z, roll and vector. We've also investigated on Set-up, MVCT, average time of operation and target volume. Results: Mean time on table was 22.8 minutes. Mean treatment time was 13.26 minutes. Mean correction (mm) was X=-0.7, Y=-1.4, Z=5.77, roll=0.29, vector=8.66 Head&neck patients had 2.96 mm less vector value in movement than patients of Chest, Abdomen, Bone. In increasing order, Head&neck, Bone, Abdomen, Chest, Pelvis showed the vector value in movement. Also, there were 27 patients for adaptive plan, 39 patients, who had long or multiple tumor. We could know that When medical treatment is one cure plan, it takes 32 minutes, and when medical treatment is two cure plan, it takes 40 minutes that one medical treatment takes 21 minutes, and the other medical treatment takes 19 minutes. Conclusion:With our basic tools, we could bring more accurate IMRT with MVCT. Also, through our daily image, we checked up on the change in tumor so that adaptive plan could work. It was made it possible to take the cure of long or multiple tumor, the cure in a nearby OAR, and the complicated cure that should make changes of gradient dose distribution.

      • Variable Axis Baseplate를 이용한 Non-coplanar 토모테라피의 유용성

        진숙,정윤선,이익재,신동,김종대,김세준,전미진,조윤진,김기광,이슬비,Ha, Jin-Sook,Chung, Yoon-Sun,Lee, Ik-Jae,Shin, Dong-Bong,Kim, Jong-Dae,Kim, Sei-Joon,Jeon, Mi-Jin,Cho, Yoon-Jin,Kim, Ki-Kwang,Lee, Seul-Bee 대한방사선치료학회 2011 대한방사선치료학회지 Vol.23 No.1

        Purpose: Helical Tomotherapy allows only coplanar beam delivery because it does not allow couch rotation. We investigated a method to introduce non-coplanar beam by tilting a patient's head for Tomotherapy. The aim of this study was to compare intrafractional movement during Tomotherapy between coplanar and non-coplanar patient's setup. Materials and Methods: Helical Tomotherapy was used for treating eight patients with intracranial tumor. The subjects were divided into three groups: one group (coplanar) of 2 patients who lay on S-plate with supine position and wore thermoplastic mask for immobilizing the head, second group (non-coplanar) of 3 patients who lay on S-plate with supine position and whose head was tilted with Variable Axis Baseplate and wore thermoplastic mask, and third group (non-coplanar plus mouthpiece) of 3 patients whose head was tilted and wore a mouthpiece immobilization device and thermoplastic mask. The patients were treated with Tomotherapy after treatment planning with Tomotherapy Planning System. Megavoltage computed tomography (MVCT) was performed before and after treatment, and the intrafractional error was measured with lateral(X), longitudinal(Y), vertical(Z) direction movements and vector ($\sqrt{x^2+y^2+z^2}$) value for assessing overall movement. Results: Intrafractional error was compared among three groups by taking the error of MVCT taken after the treatment. As the correction values (X, Y, Z) between MVCT image taken after treatment and CT-simulation image are close to zero, the patient movement is small. When the mean values of movement of each direction for non-coplanar setup were compared with coplanar setup group, X-axis movement was decreased by 13%, but Y-axis and Z-axis movement were increased by 109% and 88%, respectively. Movements of Y-axis and Z-axis with non-coplanar setup were relatively greater than that of X-axis since a tilted head tended to slip down. The mean of X-axis movement of the group who used a mouthpiece was greater by 9.4% than the group who did not use, but the mean of Y-axis movement was lower by at least 64%, and the mean of Z-axis was lower by at least 67%, and the mean of Z-axis was lower by at least 67%, and the vector was lower by at least 59% with the use of a mouthpiece. Among these 8 patients, one patient whose tumor was located on left frontal lobe and left basal ganglia received reduced radiation dose of 38% in right eye, 23% in left eye, 30% in optic chiasm, 27% in brain stem, and 8% in normal brain with non-coplanar method. Conclusion: Tomotherapy only allows coplanar delivery of IMRT treatment. To complement this shortcoming, Tomotherapy can be used with non-coplanar method by artificially tilting the patient's head and using an oral immobilization instrument to minimize the movement of patient, when intracranial tumor locates near critical organs or has to be treated with high dose radiation.

      • 좌측 유방암 방사선치료에서 CPAP(Continuous Positive Airway Pressure)의 유용성 평가

        정일훈,진숙,장원석,전미진,김세준,정진욱,박별님,신동,이익재,Jung, Il Hun,Ha, Jin Sook,Chang, Won Suk,Jeon, Mi Jin,Kim, Sei Joon,Jung, Jin Wook,Park, Byul Nim,Shin, Dong Bong,Lee, Ik Jae 대한방사선치료학회 2019 대한방사선치료학회지 Vol.31 No.2

        목 적: 본 연구는 좌측 유방암 방사선치료에서 환자 호흡방법에 따른 영향에 대하여 치료계획을 통해 비교 분석하고, 깊은 들숨 호흡 정지법(deep inspiration breath hold, DIBH)에서 지속적 기도 양압(continuous positive airway, CPAP)의 유용성을 평가하고자 하였다. 대상 및 방법: 좌측 유방암 환자 총 10명을 대상으로 하였다. 모의치료에서 총 세 가지 호흡법을 적용하여 영상을 획득하였다: 자유호흡법(free breathing, FB); 깊은 들숨 호흡 정지법(DIBH); 들숨 호흡 정지법(inspiration breath hold, IBH); 여기서 DIBH에서는 자가호흡확인 기구인 abches(APEX, Japan)와 IBH에서는 CPAP가 적용되었다. 치료계획은 Ray Station(5.0.2.35, Sweden)을 이용하였고, 용적 강도변조 회전방사선치료법(volumetric modulated arc therapy, VMAT) one partial Arc을 환자당 동일 각도로 적용하였다. 치료계획용적(planning target volume, PTV)의 총 처방선량은 50Gy(2Gy/fx)로 설정하였다. 치료계획분석은 PTV의 95% dose(D95), 처방선량지수(conformity index, CI)와 선량균질지수(homogeneity index, HI)를 비교 분석하였다. 손상위험장기(Organ At Risk, OAR)인 폐, 심장, 왼내림 앞가지동맥(left anterior descending artery, LAD)을 분석하였다. 결 과: 동축의 폐(ipsilateral lung)의 평균용적 FB, DIBH(Abches), IBH(CPAP)에서 각각 1245.58±301.31㎤, 1790.09±362.43㎤, 1775.44±476.71㎤였다. PTV의 평균 D95는 각각 46.67±1.89Gy, 46.85±1.72Gy, 46.97±2.34Gy였다. 평균 CI(HI)는 각각 0.95±0.02(0.91±0.01), 0.96±0.02(0.90±0.01), 0.95±0.02(0.92±0.02)였다. 폐 전체의 V20(동측 폐)은 각각 10.74±4.50%(20.45±8.65%), 8.29±3.14%(17.18±7.04%), 9.12±3.29%(18.85±7.85%)였다. 심장의 평균 선량(Dmean)은 각각 7.82±1.27Gy, 6.10±1.27Gy, 5.67±1.56Gy였다. LAD의 최대선량(Dmax)은 각각 20.41±7.56Gy, 14.88±3.57Gy, 14.96±2.81Gy였다. LAD에서 흉벽(Chest wall)까지 평균거리는 각각 11.33±4.70mm, 22.40±6.01mm, 20.14±6.23mm였다. 결 론: DIBH와 CPAP에서 FB보다 폐 용적이 커짐으로써, 방사선치료영역인 흉벽과 심장의 거리가 멀어지는 효과 때문에 LAD의 선량을 감소시킬 수 있다. 좌측 유방암 방사선치료 시 DIBH방법의 대체방안으로 CPAP은 임상적 활용도가 높을 것으로 사료된다. Purpose: This study examined changes in the position of the heat and lungs depending on the patient's breathing method during left breast cancer radiotherapy and used treatment plans to compare the resulting radiation dose. Materials and methods: The participants consisted of 10 patients with left breast cancer. A CT simulator(SIMENS SOMATOM AS, Germany) was used to obtain images when using three different breathing methods: free breathing(FB), deep inspiration breath hold(DIBH with Abches, DIBH), inspiration breath hold(IBH with CPAP, CPAP). A Ray Station(5.0.2.35, Sweden) was used for treatment planning, the treatment method was volumetric modulated arc therapy (VMAT) with one partial arc of the same angle, and the prescribed dose to the planning target volume (PTV) was a total dose of 50Gy(2Gy/day). In treatment plan analysis, the 95% dose (D95) to the PTV, the conformity index(CI), and the homogeneity index (HI) were compared. The lungs, heart, and left anterior descending artery (LAD) were selected as the organs at risk(OARs). Results: The mean volume of the ipsilateral lung for FB, DIBH, and CPAP was 1245.58±301.31㎤, 1790.09±362.43 ㎤, 1775.44±476.71 ㎤. The mean D95 for the PTV was 46.67±1.89Gy, 46.85±1.72Gy, 46.97±23.4Gy, and the mean CI and HI were 0.95±0.02, 0.96±0.02, 0.95±0.02 and 0.91±0.01, 0.90±0.01, 0.92±0.02. The V20 of Whole Lung was 10.74±4.50%, 8.29±3.14%, 9.12±3.29% and The V20 of the ipsilateral lung was 20.45±8.65%, 17.18±7.04%, 18.85±7.85%, the Dmean of the heart was 7.82±1.27Gy, 6.10±1.27Gy, 5.67±1.56Gy, and the Dmax of the LAD was 20.41±7.56Gy, 14.88±3.57Gy, 14.96±2.81Gy. The distance from the thoracic wall to the LAD was measured to be 11.33±4.70mm, 22.40±6.01mm, 20.14±6.23mm. Conclusion: During left breast cancer radiotherapy, the lung volume was 46.24% larger for DIBH than for FB, and 43.11% larger for CPAP than FB. The larger lung volume increases the distance between the thoracic wall and the heart. In this way, the LAD, which is one of the nearby OARs, can be more effectively protected while still satisfying the treatment plan. The lung volume was largest for DIBH, and the distance between the LAD and thoracic wall was also the greatest. However, when performing treatment with DIBH, the intra-fraction error cannot be ignored. Moreover, communication between the patient and the radiotherapist is also an important factor in DIBH treatment. When communication is problematic, or if the patient has difficulty holding their breath, we believe that CPAP could be used as an alternative to DIBH. In order to verify the clinical efficacy of CPAP, it will be necessary to perform long-term follow-up of a greater number of patients.

      • $Fraxion^{(R)}$ System을 이용한 뇌 정위적 방사선 수술 유용성 평가

        김태원,박광우,진숙,전미진,조윤진,김세준,김종대,신동,Kim, Tae Won,Park, Kwang Woo,Ha, Jin Sook,Jeon, Mi Jin,Cho, Yoon Jin,Kim, Sei Joon,Kim, Jong Dae,Shin, Dong Bong 대한방사선치료학회 2014 대한방사선치료학회지 Vol.26 No.2

        목 적 : $Fraxion^{(R)}$ system과 s-thermoplastic mask을 사용하여 뇌 전이(Brain metastasis)가 있는 환자에게 정위적 방사선 수술(Stereotactic Radiosurgery, SRS)을 시행하면서 발생 되는 환자의 셋업 오차(Setup Error)를 비교하고 오차가 선량에 미치는 영향을 측정하여 $Fraxion^{(R)}$ system의 유용성을 평가하고자 한다. 대상 및 방법 : 2014년 5월부터 2014년 10월까지 본원에 내원하여 정위적 방사선 수술을 받은 뇌 전이(Brain metastasis) 환자 6명을 대상으로 하였다. 머리를 고정하기 위해 3명은 s-thermoplastic mask와 mouthpiece를 이용한 그룹과 3명은 $Fraxion^{(R)}$ system을 이용하여 제작 한 2그룹으로 나눈 뒤 방사선 수술 당시 얻어진 3D 콘빔CT(Cone Beam Computerized Tomography, CBCT) 영상과 전산화 단층모의치료 영상의 오차 값을 기록하고 환자별 최대치(Max), 최소치(Min), 평균치(Mean), 표준편차(standard deviation, SD) 구하여 비교하였다. 또한 StereoPHAN Phantom 및 Pinpoint 3D cylindrical chamber를 이용하여 환자별 정도관리(Patient Specific Quality Assurance, PSQA)와 같은 방법으로 선량을 측정하여 선량값을 비교하였다. 결 과 : 정위적 방사선 수술 전 콘빔CT 영상과 전산화단층모의치료영상을 비교하여 얻어진 셋업 오차의 경우 $Fraxion^{(R)}$ system이 s-thermoplastic mask와 mouthpiece를 함께 사용한 경우보다 셋업 오차가 평균을 기준으로 X축 83% 감소, Y축 40% 감소, Z축 92% 감소하였으며 X, Y, Z 회전성분인 Pitch 64% 감소, Roll 88% 감소, Yaw 87% 감소로 모든 방향에서 상대적으로 이동 값이 적었으며 선량 측정을 시행한 결과는 평균을 기준으로 s-thermoplastic mask와 mouthpiece를 사용한 경우가 $Fraxion^{(R)}$ system보다 셋업 오차 보정 전은 83% 감소, 보정 후는 1.9% 감소된 선량측정을 보였다. 결 론 : $Fraxion^{(R)}$ system은 개인 치열(dentition)에 맞춘 구강고정기구(mouthpiece)와 Fraxion frame, Frontpiece, thermoplastic mask nose을 사용하여 s-thermoplastic mask와 mouthpiece를 가지고 머리를 고정하는 기존의 방식보다 높은 재현성을 보였으며 이는 기존의 치료 방법보다 1회 치료로 많은 선량이 조사되는 뇌 정위적 방사선 수술에서 안정된 고정 효과를 나타낼 것으로 사료된다. Purpose : We evaluated the usefulness of $Fraxion^{(R)}$ system and s-thermoplastic mask by analyzing setup error when stereotactic radiousurgery (SRS) was treated for brain metastasis. Materials and Methods : 6 patients who received definite diagnosis as brain metastasis between May 2014 and October 2014 were selected. 3 patients were immobilized s-thermoplastic mask and mouthpiece (group1), while $Fraxion^{(R)}$ system was used for the other 3 patients (group2). Cone Beam Computerized Tomography (CBCT) scan was acquired to register planning CT scan. The registration offset was compared for each group. We compared and reported the errors using maximum, minimum, mean, and standard deviation of registration offsets. Furthermore, We used the same method as patient specific quality assurance to verify absorbed dose of PTV. Results : The setup error which is registration offset was reduced 83% in x, 40% in y, and 92% in z-direction when $Fraxion^{(R)}$ system was used compared to the case of using s-thermoplastic mask and mouthpiece. In addition, using $Fraxion^{(R)}$ system showed improved results in rotational components, pitch (rotation along x-axis), roll (y), and yaw (z) which were reduced 64, 88, and 87% respectively compared to the case of using s-thermoplastic mask and mouthpiece. In dosimetry results, when s-thermoplastic mask and mouthpiece used, absorbed dose was reduce 83% compared to before and after registration. However, using $Fraxion^{(R)}$ system showed only 1.9%. All percentage were calculated with respect to average value. Conclusion : Using $Fraxion^{(R)}$ system including mouthpiece, Fraxion frame, frontpiece, and thermoplastic mask, showed better repeatability and precision compared to using s-thermoplastic mask and mouthpiece, which is consequently considered as more improved immobilization system.

      • 호흡으로 인한 움직임이 큰 종양의 방사선치료 시 Abdomen and Chest Motion Control Device (ABCHES)의 유용성 평가

        조윤진,전미진,신동,김종대,김세준,진숙,임정호,이익재,Cho, Yoon-Jin,Jeon, Mi-Jin,Shin, Dong-Bong,Kim, Jong-Dae,Kim, Sei-Joon,Ha, Jin-Sook,Im, Jung-Ho,Lee, Ik-Jae 대한방사선치료학회 2012 대한방사선치료학회지 Vol.24 No.2

        목 적: 호흡에 의한 장기의 움직임이 큰 흉부와 상복부에 위치한 종양의 토모테라피 치료 시 움직임을 최소화하기 위해 노력으로 호흡 조절 시스템을 적용하지만 여러 제약이 따라 이용이 제한적이었다. 이에 본 연구에서는 토모테라피 치료 시 효율적인 호흡 조절을 위한 ABCHES system의 적용 가능성 및 유용성을 평가해 보고자 하였다. 대상 및 방법: 본원에서 흉부와 상복부에 위치한 폐와 간, 쓸개, 췌장에 토모테라피 치료를 받은 5명의 환자를 대상으로 하였다. 모든 환자에게 ABCHES를 사용하여 자유 호흡법과 얕은 호흡법을 각각 교육한 후 치료 계획용 4D-CT를 실시하여 총 10개의 4차원 단층촬영영상을 획득 하였다. 한명의 전공의는 각 영상의 최대 흡기, 최대 호기, 호흡의 중간 위상, Average CT이미지에서 육안적으로 보이는 종양과 주변 정상장기를 그렸으며 MIM에서 선량체적 히스토그램과 종양의 움직임에 대한 정량적 분석을 실시하였다. 자유 호흡과 얕은 호흡 상태에서 장기의 움직임은 총 여섯 방향에서 평가하였고 주변 장기에 조사된 방사선량을 비교하였다. 결 과: 5명의 환자 중 호흡 조절 장치인 ABCHES를 이용하여 자유 호흡과 얕은 호흡 상태에서 장기의 움직임이 5 mm 이상 움직인 호흡은 자유 호흡이 12번인 반면 얕은 호흡에서는 2번으로 감소되었다. 선량 체적 히스토그램을 통한 비교 분석 결과 두 호흡간 치료 체적과 종양조직 주변 정상 장기 2개의 평균 선량 값과 정상조직에 방사선이 조사되는 용적에서 ABCHES를 이용한 얕은 호흡이 자유 호흡에 비해 모두 낮은 치료 결과 값을 확인 할 수 있었다. 결 론: ABCHES를 사용하여 규칙적이고 정확한 얕은 호흡을 함으로써 토모테리피 치료 시 유용성과 호흡에 따른 종양의 움직임을 최소화 할 수 있음을 확인 하였고, 주변 정상조직에 불필요하게 조사되는 방사선을 감소시킬 수 있었다. Purpose: It is essential to minimize the respiratory-induced motion of involved organs in the Tomotherapy for tumor located in the chest and abdominal region. However, the application of breathing control system to Tomotherapy is limited. This study was aimed to investigate the possible application of the ABCHES system and its efficacy as a means of breathing control in the tomotherapy treatment. Materials and Methods: Five subjects who were treated with a Hi-Art Tomotherapy system for lung, liver, gallbladder and pancreatic tumors. All patients undertook trained on two breathing methodes using an ABCHES, free breathing methode and shallow breathing methode. When the patients could carry out the breathing control, 4D-CT scan was a total of 10 4D tomographic images were acquired. A radiologist resident manually drew the tumor region, including surrounding nomal organs, on each of CT images at the inhalation phase, the exhalation phase and the 40% phase (mid-inhalation) and average CT image. Those CT images were then exported to the Tomotherapy planning station. Data exported from the Tomotherapy planning station was analyzed to quantify characteristics of dose-volume histograms and motion of tumors. Organ motions under free breathing and shallow breathing were examined six directions, respectively. Radiation exposure to the surrounding organs were also measured and compared. Results: Organ motion is in the six directions with more than a 5 mm displacement. A total of 12 Organ motions occurred during free breathing while organ motions decreased to 2 times during shallow breathing under the use of Abches. Based on the quantitative analysis of the dose-volume histograms shallow breathing showed lower resulting values, compared to free breathing, in every measure. That is, treatment volume, the dose of radiation to the tumor and two surrounding normal organs (mean doses), the volume of healthy tissue exposed to radiation were lower at the shallow breathing state. Conclusion: This study proposes that the use of ABCHES is effective for the Tomotherapy treatment as it makes shortness of breathing easy for patients. Respiratory-induced tumor motion is minimized, and radiation exposure to surrounding normal tissues is also reduced as a result.

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