• Journal of the Korean Society of Radiology
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• v.83 no.6
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• pp.1298-1311
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• 2022

Purpose To develop and validate a deep learning-based screening tool for the early diagnosis of scoliosis using chest radiographs with a semi-supervised generative adversarial network (GAN). Materials and Methods Using a semi-supervised learning framework with a GAN, a screening tool for diagnosing scoliosis was developed and validated through the chest PA radiographs of patients at two different tertiary hospitals. Our proposed method used training GAN with mild to severe scoliosis only in a semi-supervised manner, as an upstream task to learn scoliosis representations and a downstream task to perform simple classification for differentiating between normal and scoliosis states sensitively. Results The area under the receiver operating characteristic curve, negative predictive value (NPV), positive predictive value, sensitivity, and specificity were 0.856, 0.950, 0.579, 0.985, and 0.285, respectively. Conclusion Our deep learning-based artificial intelligence software in a semi-supervised manner achieved excellent performance in diagnosing scoliosis using the chest PA radiographs of young individuals; thus, it could be used as a screening tool with high NPV and sensitivity and reduce the burden on radiologists for diagnosing scoliosis through health screening chest radiographs.

• Journal of Korean Medicine Rehabilitation
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• v.31 no.2
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• pp.109-114
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• 2021

The purpose of this study is to report the effect in treating a patient with a case of avulsion fracture of the proximal 5th metatarsal with a combination of Korean medicine therapy. We treated the patient with acupuncture, pharmacopuncture, moxibustion, cupping, and herbal medicine The numeric rating scale, X-ray were applied as outcome measures. After complex Korean medicine treatment, this patient's avulsion fracture of the proximal 5th metatarsal was improved and pain was reduced. This result shows that Korean medical therapy may be an effective option for avulsion fracture of the proximal 5th metatarsal.

• Journal of Korean Medicine Rehabilitation
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• v.29 no.3
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• pp.165-172
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• 2019

The objective of this study is to propose postoperative rehabilitation for foot fracture in Korean Medicine and to report its effectiveness. There were three patients who were got foot fracture surgery received korean medicine with acupuncture, herbal medicine, cupping and exercise treatment. Patients were evaluated numeric rating scale (NRS), range of motion (ROM), American Orthopaedic Foot and Ankle Society (AOFAS) ankle hindfoot score, foot function index (FFI) and EuroQol-5 dimension (EQ-5D) index. Case 1 and 2 were improved NRS from 6 to 3. Case 3 was improved NRS from 5 to 2. These cases were improved ROM in all directions, AOFAS score, FFI, EQ-5D and walking status. This study suggest that Korean medicine rehabilitation could be effective for patients who have received foot fracture operation.

• Journal of Korean Medicine Rehabilitation
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• v.32 no.3
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• pp.153-160
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• 2022

This retrospective study reports the effectiveness of Daoyin exercise therapy in a patient with lower back pain who suffered from idiopathic scoliosis. A patient was treated with Korean medicine containing Daoyin exercise therapy for 4 weeks. The patient was assessed for the numeral rating scale (NRS), Cobb's angle, correctability, and coronal balance. After treatment, the NRS of low back pain decreased from 9 to 1. The Cobb's angle of the thoracic curve decreased from 27.31° to 17.66°. The Cobb's angle of the lumbar curve decreased from 21.86° to 9.05°. Correctabililty was 35.34% in the thoracic curve and 58.60% in the lumbar curve. And coronal balance decreased from positive 32.80 mm to negative 3.20 mm. This study suggests that Daoyin exercise therapy could be effective therapeutic choice for lower back pain with idiopathic scoliosis.

• Journal of the Korean Society of Radiology
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• v.82 no.6
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• pp.1589-1593
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• 2021

Rheumatoid nodules are the most common extra-articular presentations of rheumatoid arthritis. Although rheumatoid nodules can develop anywhere in the body, they develop most commonly in the subcutaneous region, where they are easily exposed to repetitive trauma or pressure. However, an infrascapular presentation has not yet been reported. We report a case of giant bilateral rheumatoid nodules that developed in the infrascapular area, complicating its distinction from elastofibroma dorsi on radiological examination.

• Journal of Korean Medicine Rehabilitation
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• v.32 no.3
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• pp.179-187
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• 2022

To report improvement of 2 hospitalized patients who had clavicle fractures due to traffic accident with Korean medicine complex treatment. We collected a data from February 2020 to April 2022. A total of 2 patients were studied and we compared numeric rating scale (NRS), neck disability index (NDI), range of motion (ROM) at admission and discharge date of hospitalization. After receiving an average of 28.5 days of Korean medicine inpatient treatment, both patients had reduced NRS, NDI scores and increased ROM. After Korean medicine complex treatment, 2 patients with clavicle fracture showed to have been effective. But further studies need to be done.

• Journal of the Korean Society of Radiology
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• v.81 no.2
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• pp.351-364
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• 2020

Missed lung cancers on chest radiograph (CXR) may delay the diagnosis and affect the prognosis. CXR is the primary imaging modality to evaluate the lungs and mediastinum in daily practice. The purpose of this article is to review chest radiographs for common blind spots and highlight the importance of various radiologic presentations in primary lung cancer to avoid significant diagnostic errors on CXR.

• Journal of the Korean Society of Radiology
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• v.85 no.3
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• pp.643-648
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• 2024

Acinic cell carcinoma is a rare malignant tumor that accounts for 2%-3% of salivary gland tumors. Acinic cell carcinoma arising from the breast is extremely rare, with only approximately 70 cases reported to date. Owing to its rarity, previous studies have primarily focused on pathological findings. Herein, we present the clinical and radiological features of acinic cell carcinoma of the breast in a 33-year-old woman.

• Journal of the Korean Society of Radiology
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• v.81 no.4
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• pp.863-885
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• 2020

A variety of medical devices have evolved throughout the years. Commonly used devices have typical radiological appearances which are familiar to radiologists. However, some new devices, as well as devices that are not commonly used, may be missed or misinterpreted by radiologists. It is even more difficult to identify a certain medical device with limited clinical history. Therefore, accurate identification of medical devices is crucial to diagnose malposition and potential complications. In this article, we provide a pictorial review of medical devices of the abdomen and pelvis according to classifications that include gastrointestinal devices, hepatobiliary devices, genitourinary devices, and miscellaneous. We also comprehensively review the clinical and radiologic features of complications related to these medical devices.

• Journal of the Korean hospital association
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• v.21 no.1.2 s.191
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• pp.49-61
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• 1992