• 대한의용생체공학회:의공학회지
• /
• 제36권1호
• /
• pp.22-30
• /
• 2015

Melanoma is originated from the melanocyte producing the melanin which determines the complexion, and it has the highest mortality among skin cancers. Acral lentiginous melanoma(ALM) arises from extremities such as hands, feet or fingernails. Since the appearance of ALM is different from melanoma on the body, conventional auto diagnosis systems for melanoma is inappropriate to detect ALM. Therefore, ALM is typically difficult to distinguish from general nevus, resulting in delayed diagnosis and bad prognosis. In this paper, we firstly introduce a determination method for ALM by dermatologists and propose a method to rotate dermoscopic images automatically as a pre-processing for facilitating the easy determination of ALM and to select the optimal value of the Gaussian differentiation filter parameter which is significant for precise pattern extraction using the scale space analysis. From experimental results, it is shown that there exists the consistency between empirical values of the Gaussian differential filter parameter and optimal values derived from the scale space analysis to distinguish nevus and ALM.

• 대한치과의사협회지
• /
• 제50권2호
• /
• pp.72-82
• /
• 2012

악교정 수술에 대한 관심이 증가되고, 환자 또한 증가되는 시점에서, 환자에 대한 정확한 진단이 우선되어야 하며, 환자의 요구에 의해서 수술시기가 죄우되는 것이 아니라, 술전 교정치료를 하고 수술하는 경우와 수술을 일찍하고 후에 교정치료를 하는 경우에 대한 결정은 치과교정의사와 구강악안면외과의사가 함께 최신의 다양한 방법 등을 통한 정확한 분석과 예측과정 후에 각각의 환자에 맞는 수술계획을 수립한 후 시행하여야 하며, 무엇보다도 최선의 치료 결과를 얻는 것이 가장 중요하다.

• 대한물리치료과학회지
• /
• 제9권2호
• /
• pp.37-48
• /
• 2002

The purpose of this study is to improve the effect of Lumbar extensor exercise program and develop the Lumbar extensor exercise program which will be suitable to the patients characteristics. In this study the experimental group was made up of 38 subjects. They are the patients with low back pain using the Lumbar extension exercise program in C hospital. The lumbar extension exercise program was given two times a week for 8 weeks. The results were estimated by Lumbar extensor strength by diagnosis agent. The results were measured three times, one time pre-treatment and two times post-treatment at 4weeks and 8weeks by lumbar extensor curve angle(0, 12, 24, 36, 48, 60, 72). The results were compared at pre-test 4weeks and 8weeks. The muscle strength measured at both 4weeks and 8weeks with the greater strength was shown at 4weeks. The muscle strength of patients with M.strain, Laminectomy and HNP was increased at all angles except for patients with stenosis. The results of this study indicated that diagnosis influenced the muscle strength in Lumbar extensor exercise program.

• 한국응급구조학회지
• /
• 제24권3호
• /
• pp.141-145
• /
• 2020

The most common symptom of aortic dissection is chest pain, which is similar to acute coronary artery syndrome, making it difficult to diagnose with clinical pattern, requiring various diagnostic methods. About 10-15% of the aortic dissection patients are accompanied by changes in the ST segment by the dissecting flap of the coronary opening, which can lead to delayed diagnosis of aortic dissection, or can adversely affect the patient by administration to unnecessary drugs such as nitroglycerin, thrombolytic agent, and anticoagulants. It is difficult to distinguish aortic dissection from an acute myocardial infarction only through a 12-Lead electrocardiogram at the pre-hospital. The application of cardiac ultrasonography through medical direction to chest pain patients who show ST segmental changes in pre-hospital phase will contribute to the diagnosis of aortic dissection and the improvement of survival rate, such as anticoagulant administration, to patients with acute myocardial infarction.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제14권12호
• /
• pp.4816-4834
• /
• 2020

This paper proposes transfer learning and fine-tuning techniques for a deep learning model to detect three distinct brain tumors from Magnetic Resonance Imaging (MRI) scans. In this work, the recent YOLOv4 model trained using a collection of 3064 T1-weighted Contrast-Enhanced (CE)-MRI scans that were pre-processed and labeled for the task. This work trained with the partial 29-layer YOLOv4-Tiny and fine-tuned to work optimally and run efficiently in most platforms with reliable performance. With the help of transfer learning, the model had initial leverage to train faster with pre-trained weights from the COCO dataset, generating a robust set of features required for brain tumor detection. The results yielded the highest mean average precision of 93.14%, a 90.34% precision, 88.58% recall, and 89.45% F1-Score outperforming other previous versions of the YOLO detection models and other studies that used bounding box detections for the same task like Faster R-CNN. As concluded, the YOLOv4-Tiny can work efficiently to detect brain tumors automatically at a rapid phase with the help of proper fine-tuning and transfer learning. This work contributes mainly to assist medical experts in the diagnostic process of brain tumors.

• Journal of Oral Medicine and Pain
• /
• 제30권4호
• /
• pp.401-410
• /
• 2005

본 연구는 온열요법이 표층부 혈류량과 피부 온도에 미치는 영향을 평가하기 위해, 건강한 성인 20명(남성: 10명, 여성: 10명)을 대상으로 습열요법과 초음파요법 적용전후의 전이부 표층부 혈류량과 피부 온도를 각각 laser doppler flowmetry와 접촉식온도계를 사용하여 측정함으로써 다음과 같은 결론을 얻었다. 1. 습열요법과 초음파요법 모두에서, 표층부 혈류량과 피부 온도는 적용전보다 적용후에 유의하게 증가하였다. 2. 습열요법을 시행한 경우, 초음파요법에 비해 적용직후 표층부 혈류량과 피부 온도의 증가량이 유의하게 더 컸으며, 증가된 상태도 더 오래 유지되었다. 3. 온열요법 적용전 표층부 혈류량과 피부 온도는 남성이 여성에 비해 더 높았다. 4. 온열요법 적용전후 표층부 혈류량과 피부 온도의 변화량은 남녀간의 유의한 차이가 없었다.

• Journal of Oral Medicine and Pain
• /
• 제31권1호
• /
• pp.47-57
• /
• 2006

본 연구는, 표면열요법 중에서 널리 쓰이는 습열 요법(온습포)과 건열 요법(적외선 램프)이 전이부 표층부 혈류량과 피부온도에 미치는 영향을 평가하기 위해, 건강한 성인 20명(남 10명, 여 10명)을 대상으로 laser doppler flowmetry를 사용하여 표면열요법 적용전후의 피부 온도와 표층부 혈류량을 측정함으로써 다음과 같은 결과를 얻었다. 1. 온습포와 적외선 램프 모두에서 표층부 혈류량과 피부 온도는 적용전보다 적용후에 유의하게 증가하였다. 2. 표면열 요법 적용 후 표면 온도는 표면열 요법 적용 직후에, 표층부 혈류량은 표면열 요법 적용 4분 후에 가장 높게 나타났으며, 그 이후 꾸준히 감소하였다. 3. 표면열 요법 적용 후 증가된 표층부 혈류량은 적외선 램프에 비해 온습포에서 더 오랫동안 유지되었다. 4. 표면열 요법 적용 후 증가된 피부 온도는 두 요법 모두 60분간 유의성있게 증가된 상태로 유지되었으나, 적외선 램프 적용 후 증가된 피부 온도는 온습포에 비해 급격히 감소하였다. 5. 적외선 램프 적용 직후 여성이 남성보다 표층부 혈류량의 증가가 컸으나, 그 이후 차이가 점차 감소하여 20분 이후에는 성별에 따른 차이가 없었다.

• 동의신경정신과학회지
• /
• 제29권4호
• /
• pp.223-230
• /
• 2018

Objectives: The objective of this study was to clarify the effect of pre-training about role-behavior on the evaluation of communication and clinical skills in clinical training using role-playing. Methods: This study used data of 116, 4th grader students from Korean Medicak College of Dongshin University in 2016 and 2017. The data was divided into two groups: those who did pre-training about role-behaviors and those who did not. After performing their role-playing, they were asked to fill out questionnaires about 2 categories-communication and evaluation skills-, composed of 10 items each. Results: 1. Through pre-education, communication skills required the form and content of questions and the practice of communicating with patients. 2. Through pre-education, there was the need to practice listening for medical history, diagnosis skills and establishing relationships with patients. 3. Pre-training of communication skills and clinical skills helps to expose the shortcomings of clinical practice. Conclusions: In conclusion, pre-training about role-behaviors can help improve communication skills and clinical skills in clerkship using role-playing.

• Asian Pacific Journal of Cancer Prevention
• /
• 제17권8호
• /
• pp.4143-4147
• /
• 2016

Purpose: We evaluated all PET/CTs acquired for patients without a primary diagnosis of colorectal cancer, and compared results for those who had subsequent colonoscopy within 6 months, to assess the accuracy of FDG PET/CT for detection of incidental pre-malignant polyps and malignant colon cancers. Materials and Methods: Medical records of 9,545 patients who underwent F-18 FDG PET/CT studies over 3.5 years were retrospectively reviewed. Due to pre-existing diagnosis of colorectal cancer, 818 patients were excluded. Of the remainder, 157 patients had colonoscopy within 6 months (79 males; mean age 61). We divided the colon into 4 regions and compared PET/CT results for each region with colonoscopy and histopathologic findings. True positive lesions included colorectal cancer, villous adenoma, tubulovillous adenoma, tubular adenoma and serrated hyperplastic polyp/hyperplastic polyposis. Results: Of 157 patients, 44 had incidental colonic uptake on PET/CT (28%). Of those, 25 had true positive (TP) uptake, yielding a 48% positive predictive value (PPV); 9% (4/44) were adenocarcinoma. There were 23 false positive (FP) lesions of which 4 were hyperplastic polyp, one was juvenile polyp and 7 were explained by diverticulitis. Fifty eight patients had false negative PET scans but colonoscopy revealed true pre-malignant and malignant pathology, yielding 23% sensitivity. The specificity, negiative predictive value (NPV) and accuracy were 96%, 90% and 87%, respectively. The average SUVmax values of TP, FP and FN lesions were 7.25, 6.11 and 2.76, respectively. There were no significant difference between SUVmax of TP lesions and FP lesions (p>0.95) but significantly higher than in FN lesions (p<0.001). The average size (by histopathology and colonoscopy) of TP lesions was 18.1 mm, statistically different from that of FN lesions which was 5.9 mm (p<0.001). Fifty-one percent of FN lesions were smaller than 5 mm (29/57) and 88% smaller than 10 mm (50/57). Conclusions: The high positive predictive value of incidental focal colonic FDG uptake of 48% for colonic neoplasia suggests that colonoscopy follow-up is warranted with this finding. We observed a low sensitivity of standardly acquired FDG-PET/CT for detecting small polyps, especially those less than 5 mm. Clinician and radiologists should be aware of the high PPV of focal colonic uptake reflecting pre-malignant and malignant lesions, and the need for appropriate follow up.

• 상하수도학회지
• /
• 제18권2호
• /
• pp.191-200
• /
• 2004

DAF process has been designed considering raw water quality characteristics in Korea. Although direct filtration is usually operated, DAF is operated when the freshwater blooms occut or raw water turbidity become high. Pre-sedimentation iS prepared in case when raw water turbidity is very high by rainstorms. A main feature of this plant is that the operation mode can be changed (controlled) based on the characteristics of raw water to optimize the effluent quality and the operation costs. Treatment capacity (surface loading rate) and efficiency of DAF was found to be better than conventional sedimentation process. Moreover, low-density particles (algae and alum flocs) are easily separated while it is difficult to remove in sedimentation. One of the main concerns in adoption of DAF (Dissolved Air-Flotation) process is a high raw water turbidity problem. That is, DAF is not adequate for raw water, which is more turbid than 100NTU. In order to avoid this problem, pre-sedimentation basins are prepared in DAF plant to decrease the turbidity of DAF influent. For simulation of the actual operation, bench and full-scale tests were performed for highly turbid water conditions. Consequently, DAF process coupled with sedimentation is suggested that pre-sedimentation with optimum coagulation prior to DAF would be appropriate.