• Journal of the Korea Society of Computer and Information
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• v.26 no.4
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• pp.21-28
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• 2021

This study proposes a deep learning-based flat foot classification methodology using transfer learning. We used a transfer learning with VGG16 pre-trained model and a data augmentation technique to generate a model with high predictive accuracy from a total of 176 image data consisting of 88 flat feet and 88 normal feet. To evaluate the performance of the proposed model, we performed an experiment comparing the prediction accuracy of the basic CNN-based model and the prediction model derived through the proposed methodology. In the case of the basic CNN model, the training accuracy was 77.27%, the validation accuracy was 61.36%, and the test accuracy was 59.09%. Meanwhile, in the case of our proposed model, the training accuracy was 94.32%, the validation accuracy was 86.36%, and the test accuracy was 84.09%, indicating that the accuracy of our model was significantly higher than that of the basic CNN model.

• Journal of Oral Medicine and Pain
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• v.37 no.1
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• pp.19-25
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• 2012

Personality characteristics of recurrent aphthous ulcer patients was analyzed psychologically by means of the SCL-90-R. The patients, 20 recurrent aphthous ulcer(RAU) patients, 33 oral lichen planus patients who visited Department of Oral Medicine, in Pusan National University Dental Hospital from 2010 to 2011. 59 control were collected from students of School of Dentistry, in Pusan National University. The obtained results were as follows. 1. Mean values of T-scores on 9 basic scales in RAU patients group, oral lichen planus patients group and control group were within normal range. 2. The T-score of SOM in RAU patients group were significantly higher than that in the control group. 3. The T-score of SOM, DEP, HOS in RAU female patients group were remarkably higher than that in the female control group. 4. The T-score of HOS in RAU patients group were significantly higher than that in the oral lichen planus patients group.

• 대한두경부종양학회:학술대회논문집
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• 1995.11a
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• pp.220.2-221
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• 1995

• Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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• 2008.11a
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• pp.596-599
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• 2008

Traditionally, tire made a role of function, which is supporting vehicle load, making brake, transferring traction, etc. But tire is a part of vehicle design, nowadays. In accordance with this market trend, customers need a wide tread design tire (i.e. low series tire). Generally low Series Tire means stiffer than general tire. That brings out increasing road noise. (Especially tire cavity resonance noise) Tire noise is divided in structure home noise and air borne noise. Tire cavity resonance noise (structure home noise) come from vibration between tire and vehicle. In the study, we investigated that tire cavity resonance noise is affected by stiffness of tread and sidewall.

• Journal of Chest Surgery
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• v.30 no.1
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• pp.112-115
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• 1997

We have experienced a case of squamous cell carcinoma of lung mixed with malignant Iymphoma. The patient was a 19-years-old male. He was a non-smoker. Right pneumonectomy was done. We could not find any evidences of metastasis. The postoperative course was uneventful The tissue diagnosis was confirmed by immunohistochemical method. The Iymphoma recurred at 3 months after operation and the patient was dead at 5 months After operation because of respiratory failure.

• Korean Journal of Air-Conditioning and Refrigeration Engineering
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• v.17 no.12
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• pp.1177-1184
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• 2005

A numerical analysis was carried out on the heat and mass transfer, and pressure drop characteristics of the modular tube bundle heat exchanger. The finite volume method with a $k-\varepsilon$ turbulence model was used for the analysis. Due to condensation, the total heat transfer rate is observed about $4\~8\%$ higher than that on dry surfaces. Total heat transfer rate increases with increase in the velocity, temperature and relative humidity of incoming air. It also increases with decreasing the aspect ratio of heat exchanger tube. The inlet velocity of cooling water has little effect on the total heat transfer when the other conditions are fixed.

• Korean Journal of Head & Neck Oncology
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• v.32 no.2
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• pp.19-22
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• 2016

Adenosquamous carcinoma (ASC) of the larynx is very rare malignancy which has well defined two distinctive pathological features, an adenocarcinoma and a squamous cell carcinoma (SCC). Diagnosis of ASC by endoscopic biopsy is challenging due to small amount of harvested tissue. ASC has a worse prognosis than SCC with an early lymph node metastasis and a distant dissemination. We experienced a rare case of vocal fold ASC which was initially misdiagnosed as atypical squamous cell proliferation at frozen biopsy. We reported this case with a literature review.

• The Korean Journal of Nuclear Medicine
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• v.30 no.4
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• pp.560-569
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• 1996

Background and Purpose : Standardized uptake value(SUV) has been used as a quantitative index for differentiating benign and malignant tumors with F-18-FDG PET In this study, we produced whole body parametric images of SUV(WBPIS) by body weight normalization, and validated the values by comparison with SUV's calculated with regional scans. Subjects and Methods : Whole body scans were followed by regional scans sequentially on 23 patients. In whole body study, transmission and emission scans were acquired for 2 minutes and 6 minutes for each bed position, respectively. In regional study, transmission and emission scans were acquired for 20 minutes. Measured and segmented/ smoothed attenuation correction were applied using these 2 min transmission scans in whole body studies. The effects of attenuation correction on SUVs were evaluated quantitatively using F-18 filled cylindrical phantom. The mean and peak SUVs obtained from WBPIS were compared with SUVs of the regional scans. Results : In phantom studies, with any method of attenuation correction using regional or whole body studies of phantom, SUVs were nearly consistent. In whole body scan, SUV obtained using measured attenuation correction method was a little higher than SUV of regional scan. SUV obtained using segmented/smoothed attenuation correction method was a little lower. In patient studies, WBPIS using segmented/smoothed attenuation correction method was much smoother and more readable. SUVs of WBPIS obtained with both methods of attenuation correction were well correlated with SUVs of regional scans(r=0.9). SUVs of WBPIS with measured attenuation correction method were 5% lower than SUVs of regional scans. SUVs of WBPIS with segmented/smoothed attenuation correction method were 10% lower than SUVs of regional scans. The differences of SUVs of WBPIS by the two attenuation correction methods were relatively small compared with the possible differences derived from biological characteristics of tumors. Conclusion : We concluded that WBPIS could be useful in the quantification of tumor as well as in localization of whole body lesions, which were often outside the field of view in regional scan. WBPIS made using segmented/smoothed attenuation correction method could be used in clinical routines and SUVs from attenuation corrected F-18-FDG PET could be used interchangeably with SUVs of regional studies.

• Journal of Chest Surgery
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• v.40 no.12
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• pp.843-850
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• 2007

Background: The Ivor-Lewis operation has been widely applied for treating thoracic esophageal cancer, but more acceptable results from three-field lymph node dissection have recently been reported. In this study the efficacy of the Ivor-Lewis operation was evaluated. Material and Method: Among the 273 patients, who underwent operation for esophageal cancer between September 1994 and August 2004, we retrospectively studied 172 patients with esophageal squamous cell carcinoma and who had no other primary cancer and who underwent complete resection with an Ivor-Lewis operation. The postoperative complications, the short and long-term survival and the recurrence patterns were analyzed. Result: The postoperative staging was as follows: stage I in 40 cases, IIA in 48 cases, IIB in 18 cases, III in 55 cases, IVA in 5 cases and IVB in 6 cases. The operative mortality rate was 4% (7 of 172 pts). Postoperative complication occurred in 32 patients (18%) and tumor recurred in 55 patients (32%). The overall 5-year survival rate was 48%; it was 85.6% in stage I patients, 47.6% in IIA patients, 65% in IIB patients, 22.8% in III patients and 0% for those in IV (p<0.05). The 5-year survival rate according to the location of esophageal cancer was 26.5% for patients with tumor in the upper 1/3 of the esophagus and 52.4% for patients with tumor in the mid and lower 1/3 (p>0.05). Conclusion: The Ivor-Lewis operation is an acceptable surgical procedure for thoracic esophageal squamous cell carcinoma. Yet it is necessary to consider other surgical procedures, and especially three-field lymph node dissection for treating upper 1/3 esophageal cancer.

• Radiation Oncology Journal
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• v.8 no.2
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• pp.177-182
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• 1990

From 1984 to 1988, fourty two patients with nasopharyngeal cancer were treated at the Department of Radiation Oncology in Kyungpook National University Hospital. Thirteen patients refused treatment and the median survival time was 7.8 months. Twenty nine patients received a full course of radiation at least 70 Gy to the primary site and 60 Gy to the nodal sites. These patients were all belonged to stage III or IV, The local control rate was $75\% in squamous cell carcinomas, and all the patients with lymphoepithelioma showed a complete response. Overall locoregional failure was $27.6\%. Distant metastasis was the predominant pattern of failures; 4/6 in lymphoepithelioma, 4/10 En squamous cell carcinoma. The Three-year-survival rate for squamous cell carcinoma was $40.5\%$, and for lymphoepithelioma $25.9\%, respectively. This may be due to the more frequent distant metastases in lymphoepithelioma and ineffective chemotherapy. No survival correlation was found with the level of neck node involvement. Though adjuvant chemotherapy was found to be of no benefit in overall survival, more prudent and aggressive chemotherapy would be necessary.