1.Bone Suppression on Chest Radiographs for Pulmonary Nodule Detection: Comparison between a Generative Adversarial Network and Dual-Energy Subtraction
Kyungsoo BAE ; Dong Yul OH ; Il Dong YUN ; Kyung Nyeo JEON
Korean Journal of Radiology 2022;23(1):139-149
Objective:
To compare the effects of bone suppression imaging using deep learning (BSp-DL) based on a generative adversarial network (GAN) and bone subtraction imaging using a dual energy technique (BSt-DE) on radiologists’ performance for pulmonary nodule detection on chest radiographs (CXRs).
Materials and Methods:
A total of 111 adults, including 49 patients with 83 pulmonary nodules, who underwent both CXR using the dual energy technique and chest CT, were enrolled. Using CT as a reference, two independent radiologists evaluated CXR images for the presence or absence of pulmonary nodules in three reading sessions (standard CXR, BSt-DE CXR, and BSp-DL CXR). Person-wise and nodule-wise performances were assessed using receiver-operating characteristic (ROC) and alternative free-response ROC (AFROC) curve analyses, respectively. Subgroup analyses based on nodule size, location, and the presence of overlapping bones were performed.
Results:
BSt-DE with an area under the AFROC curve (AUAFROC) of 0.996 and 0.976 for readers 1 and 2, respectively, and BSp-DL with AUAFROC of 0.981 and 0.958, respectively, showed better nodule-wise performance than standard CXR (AUAFROC of 0.907 and 0.808, respectively; p ≤ 0.005). In the person-wise analysis, BSp-DL with an area under the ROC curve (AUROC) of 0.984 and 0.931 for readers 1 and 2, respectively, showed better performance than standard CXR (AUROC of 0.915 and 0.798, respectively; p ≤ 0.011) and comparable performance to BSt-DE (AUROC of 0.988 and 0.974; p ≥ 0.064). BSt-DE and BSp-DL were superior to standard CXR for detecting nodules overlapping with bones (p < 0.017) or in the upper/middle lung zone (p < 0.017). BSt-DE was superior (p < 0.017) to BSp-DL in detecting peripheral and sub-centimeter nodules.
Conclusion
BSp-DL (GAN-based bone suppression) showed comparable performance to BSt-DE and can improve radiologists’ performance in detecting pulmonary nodules on CXRs. Nevertheless, for better delineation of small and peripheral nodules, further technical improvements are required.
2.Feasibility Study of Synthetic Diffusion-Weighted MRIin Patients with Breast Cancer in Comparison withConventional Diffusion-Weighted MRI
Bo Hwa CHOI ; Hye Jin BAEK ; Ji Young HA ; Kyeong Hwa RYU ; Jin Il MOON ; Sung Eun PARK ; Kyungsoo BAE ; Kyung Nyeo JEON ; Eun Jung JUNG
Korean Journal of Radiology 2020;21(9):1036-1044
Objective:
To investigate the clinical feasibility of synthetic diffusion-weighted imaging (sDWI) at different b-values in patientswith breast cancer by assessing the diagnostic image quality and the quantitative measurements compared with conventionaldiffusion-weighted imaging (cDWI).
Materials and Methods:
Fifty patients with breast cancer were assessed using cDWI at b-values of 800 and 1500 s/mm2 (cDWI800and cDWI1500) and sDWI at b-values of 1000 and 1500 s/mm2 (sDWI1000 and sDWI1500). Qualitative analysis (normal glandulartissue suppression, overall image quality, and lesion conspicuity) was performed using a 4-point Likert-scale for all DWI setsand the cancer detection rate (CDR) was calculated. We also evaluated cancer-to-parenchyma contrast ratios for each DWI setin 45 patients with the lesion identified on any of the DWI sets. Statistical comparisons were performed using Friedman test,one-way analysis of variance, and Cochran’s Q test.
Results:
All parameters of qualitative analysis, cancer-to-parenchyma contrast ratios, and CDR increased with increasingb-values, regardless of the type of imaging (synthetic or conventional) (p< 0.001). Additionally, sDWI1500 provided better lesionconspicuity than cDWI1500 (3.52 ± 0.92 vs. 3.39 ± 0.90, p< 0.05). Although cDWI1500 showed better normal glandular tissuesuppression and overall image quality than sDWI1500 (3.66 ± 0.78 and 3.73 ± 0.62 vs. 3.32 ± 0.90 and 3.35 ± 0.81, respectively;p< 0.05), there was no significant difference in their CDR (90.0%). Cancer-to-parenchyma contrast ratios were greater insDWI1500 than in cDWI1500 (0.63 ± 0.17 vs. 0.55 ± 0.18, p< 0.001).
Conclusion
sDWI1500 can be feasible for evaluating breast cancers in clinical practice. It provides higher tumor conspicuity,better cancer-to-parenchyma contrast ratio, and comparable CDR when compared with cDWI1500.
3.Skull Base Dermoid Cyst in the Right Infratemporal Fossa Diagnosed Using the Dixon Technique: a Case Report and Review of Literature.
Seung Jin KIM ; Hye Jin BAEK ; Kyeong Hwa RYU ; Bo Hwa CHOI ; Jin Il MOON ; Soo Buem CHO ; Sung Eun PARK ; Kyungsoo BAE ; Kyung Nyeo JEON ; Eun Bin CHO ; Hyo Jung AN
Investigative Magnetic Resonance Imaging 2017;21(2):114-118
Dermoid cysts are benign congenital tumors composed of keratinizing squamous epithelium and dermal derivatives. They account for less than 1% of all intracranial tumors and are rarely exhibited at the base of the skull. To the best of our knowledge, only one case report has presented computed tomography and conventional T1-weighted magnetic resonance (MR) findings that revealed an infratemporal dermoid cyst. In the present study, we report an unusual case of a dermoid cyst in the right infratemporal fossa, which was incidentally detected by MR imaging with the Dixon technique. This article also highlights the importance of meticulous radiological review and the usefulness of the Dixon technique in everyday clinical practice.
Dermoid Cyst*
;
Epithelium
;
Magnetic Resonance Imaging
;
Skull Base*
;
Skull*
4.Skull Base Dermoid Cyst in the Right Infratemporal Fossa Diagnosed Using the Dixon Technique: a Case Report and Review of Literature.
Seung Jin KIM ; Hye Jin BAEK ; Kyeong Hwa RYU ; Bo Hwa CHOI ; Jin Il MOON ; Soo Buem CHO ; Sung Eun PARK ; Kyungsoo BAE ; Kyung Nyeo JEON ; Eun Bin CHO ; Hyo Jung AN
Investigative Magnetic Resonance Imaging 2017;21(2):114-118
Dermoid cysts are benign congenital tumors composed of keratinizing squamous epithelium and dermal derivatives. They account for less than 1% of all intracranial tumors and are rarely exhibited at the base of the skull. To the best of our knowledge, only one case report has presented computed tomography and conventional T1-weighted magnetic resonance (MR) findings that revealed an infratemporal dermoid cyst. In the present study, we report an unusual case of a dermoid cyst in the right infratemporal fossa, which was incidentally detected by MR imaging with the Dixon technique. This article also highlights the importance of meticulous radiological review and the usefulness of the Dixon technique in everyday clinical practice.
Dermoid Cyst*
;
Epithelium
;
Magnetic Resonance Imaging
;
Skull Base*
;
Skull*
5.Nontraumatic Intracystic Hemorrhage of Arachnoid Cyst: CT and MR Findings.
Seung Jin KIM ; Hye Jin BAEK ; Jin Il MOON ; Soo Buem CHO ; Bo Hwa CHOI ; Kyungsoo BAE ; Kyung Nyeo JEON ; Dae Seob CHOI
Investigative Magnetic Resonance Imaging 2016;20(2):120-122
Arachnoid cysts (AC) are intraarachnoidal cerebrospinal fluid collections, and account for 1% of all intracranial space-occupying lesions. Intracystic hemorrhage of the AC can occur spontaneously, but this is an extremely rare event. Herein, we present a case of hemorrhagic AC in a nontraumatic patient in the left middle cranial fossa. We also performed relevant literature review on this disease.
Arachnoid Cysts
;
Arachnoid*
;
Cerebrospinal Fluid
;
Cranial Fossa, Middle
;
Hemorrhage*
;
Humans
;
Magnetic Resonance Imaging
;
Rupture
6.Effectiveness of endoscopic clipping and computed tomography gastroscopy for the preoperative localization of gastric cancer.
Sang Ho JEONG ; Kyungsoo BAE ; Chang Youn HA ; Young Joon LEE ; Ok Jae LEE ; Woon Tae JUNG ; Sang Kyung CHOI ; Soon Chan HONG ; Eun Jung JUNG ; Young Tae JU ; Chi Young JEONG ; Woo Song HA
Journal of the Korean Surgical Society 2013;84(2):80-87
PURPOSE: Before laparoscopic gastrectomy for gastric cancer can be planned, it is very important to know the precise location of the tumor. The aim of this study was to evaluate 3 methods of predicting the exact location of the tumor: preoperative gastrofibroscopy (GFS), preoperative computed tomography gastroscopy (CT), and intraoperative gastroscopy-guided laparoscopy (Lap). METHODS: In this study, 15 patients were prospectively identified, and endoscopic clips were preoperatively placed on the proximal 1 cm of the tumor, at the angle on the greater curvature and opposite the angle on the greater curvature. The distances between the pylorus and the proximal tumor clip (PT), the angle clip (PA), the greater curvature clip (PG), and the gastroesophageal junction were measured by preoperative GFS, preoperative CT, intraoperative Lap, and visual inspection (Vis). RESULTS: PT, PA, and PG values measured by preoperative GFS differed significantly from the Vis values (P < 0.01). However, preoperative CT measurements of PT, PA, and PG did not differ from the Vis values (P = 0.78, P = 0.48, and P = 0.53, respectively). Intraoperative Lap and Vis PT values differed by only 1.1 cm on an average (P = 0.10), but PA and PG values varied by 1.9 and 3.4 cm, respectively (P = 0.01 for both). CONCLUSION: Endoscopic clipping combined with preoperative CT gastroscopy is more useful than preoperative GFS for preoperatively predicting the location of early gastric cancers and will be helpful for planning laparoscopic gastrectomy.
Esophagogastric Junction
;
Gastrectomy
;
Gastroscopy
;
Humans
;
Laparoscopy
;
Prospective Studies
;
Pylorus
;
Stomach Neoplasms
;
Tomography, X-Ray Computed
7.Diagnosis of a Trocar Site Mass as Omental Herniation after Laparoscopic Gastrectomy.
Sang Ho JEONG ; Young Joon LEE ; Dong Chool KIM ; Kyungsoo BAE ; Sang Kyung CHOI ; Soon Chan HONG ; Eun Jung JUNG ; Young Tae JU ; Chi Young JEONG ; Woo Song HA
Journal of Gastric Cancer 2012;12(1):46-48
A trocar site hernia is a rare complication. We report a patient who had an abdominal wall mass at a previous trocar site after laparoscopic distal gastrectomy. It was diagnosed as omental herniation and fat necrosis. We conclude that patients with trocar site masses exhibiting fat density on a computed tomography scan could be followed up without surgery, and that fascial defects located at 10-mm or larger trocar sites should be closed whenever possible to prevent hernia formation.
Abdominal Wall
;
Fat Necrosis
;
Gastrectomy
;
Hernia
;
Humans
;
Laparoscopy
;
Omentum
;
Stomach Neoplasms
;
Surgical Instruments
8.Pulmonary Tuberculosis Involving the Right Middle Lobe of the Lung: CT and Clinical Characteristics.
Kyung Nyeo JEON ; Kyungsoo BAE
Journal of the Korean Radiological Society 2007;56(6):549-554
PURPOSE: To describe the CT and clinical features of tuberculosis involving the right middle lobe of the lung. MATERIALS AND METHODS: Among patients diagnosed with pulmonary tuberculosis at our hospital during the past three years, 16 cases (mean age of patients: 72 years) were reviewed for radiological and clinical presentation of patients that underwent CT and chest radiography and showed mainly right middle lobe involvement. RESULTS: Middle lobe collapse or consolidation (n=16) and bronchial stenosis or obstruction without the presence of soft tissue masses (n=15) were the main findings. Enlarged mediastinal or hilar lymph nodes (n=15), cavities within consolidated tissue (n=2), ill-defined centrilobular nodules (n=12), a tree-in-bud appearance (n=10), focal consolidations (n=7) and small nodules (n=4) were found. All patients were older than 64 years and most complained of non-specific symptoms. A sputum smear for AFB was positive in four cases. CONCLUSION: A diagnosis of tuberculosis in the right middle lobe is suggested in older patients with following CT findings: 1) middle lobe collapse or consolidation; 2) middle lobe bronchus stenosis or obstruction without the presence of soft tissue masses; 3) mediastinal or hilar lymphadenopathy; 4) cavities within consolidation, and centrilobular nodules with branching linear structure in the adjacent lungs. Further evaluation such as bronchoscopy is recommended for confirmation even when the sputum smear for AFB is negative.
Bronchi
;
Bronchoscopy
;
Constriction, Pathologic
;
Diagnosis
;
Humans
;
Lung*
;
Lymph Nodes
;
Lymphatic Diseases
;
Radiography
;
Sputum
;
Thorax
;
Tuberculosis
;
Tuberculosis, Pulmonary*
9.Simple Pulmonary Eosinophilia Detected at Low-dose CT for Lung Cancer Screening.
Kyung Nyeo JEON ; Kyungsoo BAE ; Ho Cheol KIM ; Duk Sik KANG ; Jae Min CHO ; Jae Wook RYOO ; Dae Seob CHOI ; Jae Beom NA ; Jin Jong YOU ; Sung Hoon CHUNG
Journal of the Korean Radiological Society 2006;54(5):361-366
PURPOSE: The aim of this study was to evaluate the frequency, radiologic findings and clinical significance of the simple pulmonary eosinophilia (SPE) that was diagnosed among the asymptomatic patients who underwent low-dose CT scans for the early detection of lung cancer. MATERIALS AND METHODS: From June 2003 to May 2005, 1,239 asymptomatic patients (1,275 examinations) who visited the health promotion center in our hospital and who underwent low-dose CT were enrolled in this study. SPE was defined as the presence of > 500 eosinophils per microliter of peripheral blood and the presence of abnormal parenchymal lesions such as nodules, airspace consolidation or areas of ground-glass attenuation (GGA) on CT, and there was spontaneous resolution or migration of the lesions on the follow-up examination. We analyzed the CT findings of SPE and we investigated the relationship between the occurrence of SPE and the season, smoking and the presence of parasite infestation. RESULTS: 36 patients were finally diagnosed as having SPE; this was 24% of the 153 patients who were diagnosed with parasite infestation and 2.8% of the total low-dose CT scans. These 36 patients consisted of 31 men and 5 women with a mean age 45.7 years. There was no significant relationship between SPE and the presence of parasite infestation, smoking or gender. Among the patients with peripheral blood eosinophilia, the eosinophil count was significantly higher in the patients with SPE than that in the patients without pulmonary infiltration (p < 0.05). SPE more frequently occurred in winter and spring than in summer and autumn (p < 0.05). The CT findings were single or multiple nodules in 18 patients, nodules and focal GGA in 9 patients and GGA only in 9 patients. Most of the nodules were less than 10 mm (88%, 49/56) in diameter and they showed an ill-defined margin (82%, n = 46); 30% of the nodules (n = 17) showed a halo around them. CONCLUSION: Simple pulmonary eosinophilia can be suggested as the cause if single or multiple ill-defined nodules or focal GGA are found on the low-dose CT performed in asymptomatic patients with peripheral blood eosinophilia. Short interval follow-up should be recommended to avoid invasive procedures or unnecessary aggressive treatment due to mistaking these lesions as lung cancer or metastatic malignancy.
Early Detection of Cancer
;
Eosinophilia
;
Eosinophils
;
Female
;
Follow-Up Studies
;
Health Promotion
;
Humans
;
Lung Neoplasms*
;
Lung*
;
Male
;
Mass Screening*
;
Parasites
;
Pulmonary Eosinophilia*
;
Seasons
;
Smoke
;
Smoking
;
Tomography, X-Ray Computed*
10.Intussusception after Blunt Abdominal Trauma in Adult.
Sun Hyang SON ; Soon Tae PARK ; Woo Song HA ; Sang Kyung CHOI ; Soon Chan HONG ; Young Joon LEE ; Eun Jung JUNG ; Young Tae JOO ; Chi Young JEUNG ; Eun Sook KO ; Kyungsoo BAE ; Kyung Nyeo JEON
Journal of the Korean Surgical Society 2006;71(4):293-296
Intussusception is rare in adults accounting for 5% of all cases. It can be caused by various lesions but is rarely the result of trauma. Recently we encountered a case of adult intussusception after blunt abdominal trauma without any other leading causes. We report this case with a review of the relevant literatures.
Abdomen, Acute
;
Adult*
;
Humans
;
Intussusception*

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