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Preface for Special Issue on Multi-Task Learning, Prediction Model, and Fast Imaging Algorithm

Jung DC

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MRI Findings in a Rare Case of Myxofibrosarcoma in the Anterior Mediastinum

Kim MJ, Kang SR, Rho JY

Myxofibrosarcoma is one of the most common soft tissue sarcomas in elderly patients. It often occurs in the extremities, trunk, and retroperitoneum. However, it is rarely observed in the mediastinum,...
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Diffusion-Weighted Imaging for Detecting Glufosinate Ammonium Intoxication: A Case Report

Kim HY, Park NH

Glufosinate ammonium-containing herbicides are non-selective herbicides, used worldwide. With the increasing use of glufosinate ammonium-containing herbicides, cases of acute intoxication in suicide attempts have also increased. Herein, we report a...
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Machine Learning vs. Statistical Model for Prediction Modelling: Application in Medical Imaging Research

Ryu L, Han K

Clinical prediction models has been increasingly published in radiology research. In particular, as a radiomics research is being actively conducted, the prediction model is developed based on the traditional statistical...
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Case Reports of Intravascular Treatment for Gastrointestinal Bleeding Associated with Pancreatitis: Hemosuccus Pancreaticus and Pancreaticocolic Fistula

Bae SJ, Lee S, Jeon YH, Yang GE, Park SJ, Lee HN, Cho Y

Elderly patients with a history of chronic alcoholism presented to our hospital with episodes of melena, abdominal pain, and anemia. During admission, hemorrhagic cystic lesion at the pancreas was observed...
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Efforts to Improve the E-Learning Center of the Korean Society of Radiology: Survey on User Experience and Satisfaction

Chung YE, Kim HC

Purpose As part of ongoing efforts to improve the current e-learning center, a survey was conducted regarding user experience and satisfaction to identify areas of improvement. Materials and Methods Radiologists (n = 454/617)...
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Nodular Fasciitis of the Breast Mimicking Phyllodes Tumors: A Case Report and Literature Review

Chang YH, Park SJ, Kim JH

Nodular fasciitis is a benign proliferative lesion of the fibroblasts and/or myofibroblasts, generally detected in the soft tissue of the upper extremities. It has also been reported in the lower...
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CT Findings of Mucinous Adenocarcinoma Arising from the Renal Calyx in Horseshoe Kidney: A Case Report

Han S, Lee YH, Kim YR

Mucinous adenocarcinoma of the kidney is an extremely rare cystic malignant tumor with a poor prognosis that occurs in the pelvicalyceal system. Pre-opeartive diagnosis is very difficult because the tumor’s...
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Treating Sudden Onset Hepatic Encephalopathy with Coil Embolization in a Patient with a Congenital Intrahepatic Portosystemic Venous Shunt: A Case Report

Choi Y, Kim JH, Jeon UB, Jang JY, Kim TU, Ryu H

Intrahepatic portosystemic venous shunt (IPSVS) is a rare vascular abnormality that involves abnormal communication between the intrahepatic portal vein and systemic veins, such as the hepatic vein or inferior vena...
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Left Atrial Appendage Aneurysm: A Case Report

Choi YJ, Kim JS, Cha YK, Han KM

Left atrial appendage aneurysm (LAAA) is a rare heart anomaly caused by congenital dysplasia of the pectinate muscle or by an acquired pathological condition of the mitral valve or cardiac...
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Isolated Small Bowel Metastasis of Endometrial Carcinoma with Resultant Jejunojejunal Intussusception: A Case Report

Jang Y, Park DH, Kong JS

Endometrial carcinoma is a common gynecologic malignancy; however, metastasis to the small bowel is rare. Metastatic endometrial carcinoma usually occurs through local extension rather than distant metastasis. Isolated small bowel...
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Patterns in the Use and Perception of Digital Breast Tomosynthesis: A Survey of Korean Breast Radiologists

Chae EY, Cha JH, Shin HJ, Choi WJ, Kim J, Kim SM, Kim HH

Purpose To evaluate the pattern of use and the perception of digital breast tomosynthesis (DBT) among Korean breast radiologists. Materials and Methods From March 22 to 29, 2021, an online survey comprising 27...
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Nomenclature and Lymphatic Drainage Patterns of Abdominal Lymph Nodes

Cho HS, Ahn JH

The lymphatic system provides a route for the spread of inflammation and malignancies. The identification of nodal stations and lymphatic pathways of tumor spread is important for tumor staging, choice...
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Epithelioid Hemangioendothelioma Presenting as a Right Paratracheal Mass: A Case Report

Hong P, Lee JS, Lee KS

Epithelioid hemangioendothelioma (EHE) is a low-grade malignant vascular neoplasm that can occur anywhere in the body. EHE has a low annual incidence (0.38/106) and prevalence (< 1/106), and primary mediastinal...
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Renomedullary Interstitial Cell Tumor Mimicking Renal Cell Carcinoma: A Case Report

Oh H, Park SB, Lee TJ, Chi BH, Park HJ, Lee ES

Renomedullary interstitial cell tumors are often incidentally identified either upon autopsy or kidney resection for other reasons. However, rare renomedullary interstitial cell tumor cases resulting in a clinical symptomatic mass...
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Role of MR Neurography for Evaluation of the Lumbosacral Plexus: A Scoping Review

Kim SG, Jung JY

Purpose MR neurography (MRN) is an imaging technique optimized to visualize the peripheral nerves. This review aimed to discover an optimized protocol for MRN of the lumbosacral plexus (LSP) and identify...
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Detection of Cerebrovascular Disease in a Child with Hutchinson-Gilford Progeria Syndrome Using MR Angiography: A Case Report

Lee JH, Lee HY, Lim MK, Kang YH

Hutchinson-Gilford progeria syndrome (HGPS) is a rare, progressive, premature aging syndrome with early morbidity due to cardiovascular and cerebrovascular diseases. Clinical symptoms are very diverse, including non-specific symptoms such as...
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Understanding and Application of Multi-Task Learning in Medical Artificial Intelligence

Kim YJ, Kim KG

In the medical field, artificial intelligence has been used in various ways with many developments. However, most artificial intelligence technologies are developed so that one model can perform only one...
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Imaging Findings of Metaplastic Breast Carcinoma with Chondroid Differentiation: A Case Reports

Kim JY, Kim SH, Jeong MJ, Lee JH, Kang MJ, Gwak G, Yoo SH

Metaplastic carcinoma of the breast is a heterogeneous group of neoplasms with mixed epithelial and mesenchymal differentiation. Metaplastic carcinoma of the breast is a rare and aggressive malignancy, with high...
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Added Value of the Sliding Sign on Right Down Decubitus CT for Determining Adjacent Organ Invasion in Patients with Advanced Gastric Cancer

Jeon K, Kim SH, Yoo J, Kim SW

Purpose To investigate the added value of right down decubitus (RDD) CT when determining adjacent organ invasion in cases of advanced gastric cancer (AGC). Materials and Methods A total of 728 patients with...
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