1.Clinical Application of Artificial Intelligence in Breast MRI
Journal of the Korean Society of Radiology 2025;86(2):227-235
Breast MRI is the most sensitive imaging modality for detecting breast cancer. However, its widespread use is limited by factors such as extended examination times, need for contrast agents, and susceptibility to motion artifacts. Artificial intelligence (AI) has emerged as a promising solution for these challenges by enhancing the efficiency and accuracy of breast MRI in multiple domains. AI-driven image reconstruction techniques have significantly reduced scan times while preserving image quality. This method outperforms traditional parallel imaging and compressed sensing. AI has also shown great promise for lesion classification and segmentation, with convolutional neural networks and U-Net architectures improving the differentiation between benign and malignant lesions. AI-based segmentation methods enable accurate tumor detection and characterization, thereby aiding personalized treatment planning. An AI triaging system has demonstrated the potential to streamline workflow efficiency by identifying low-suspicion cases and reducing the workload of radiologists. Another promising application is synthetic breast MR image generation, which aims to generate contrast enhanced images from non-contrast sequences, thereby improving accessibility and patient safety. Further research is required to validate AI models across diverse populations and imaging protocols. As AI continues to evolve, it is expected to play an important role in the optimization of breast MRI.
2.Clinical Application of Artificial Intelligence in Breast MRI
Journal of the Korean Society of Radiology 2025;86(2):227-235
Breast MRI is the most sensitive imaging modality for detecting breast cancer. However, its widespread use is limited by factors such as extended examination times, need for contrast agents, and susceptibility to motion artifacts. Artificial intelligence (AI) has emerged as a promising solution for these challenges by enhancing the efficiency and accuracy of breast MRI in multiple domains. AI-driven image reconstruction techniques have significantly reduced scan times while preserving image quality. This method outperforms traditional parallel imaging and compressed sensing. AI has also shown great promise for lesion classification and segmentation, with convolutional neural networks and U-Net architectures improving the differentiation between benign and malignant lesions. AI-based segmentation methods enable accurate tumor detection and characterization, thereby aiding personalized treatment planning. An AI triaging system has demonstrated the potential to streamline workflow efficiency by identifying low-suspicion cases and reducing the workload of radiologists. Another promising application is synthetic breast MR image generation, which aims to generate contrast enhanced images from non-contrast sequences, thereby improving accessibility and patient safety. Further research is required to validate AI models across diverse populations and imaging protocols. As AI continues to evolve, it is expected to play an important role in the optimization of breast MRI.
3.Clinical Application of Artificial Intelligence in Breast MRI
Journal of the Korean Society of Radiology 2025;86(2):227-235
Breast MRI is the most sensitive imaging modality for detecting breast cancer. However, its widespread use is limited by factors such as extended examination times, need for contrast agents, and susceptibility to motion artifacts. Artificial intelligence (AI) has emerged as a promising solution for these challenges by enhancing the efficiency and accuracy of breast MRI in multiple domains. AI-driven image reconstruction techniques have significantly reduced scan times while preserving image quality. This method outperforms traditional parallel imaging and compressed sensing. AI has also shown great promise for lesion classification and segmentation, with convolutional neural networks and U-Net architectures improving the differentiation between benign and malignant lesions. AI-based segmentation methods enable accurate tumor detection and characterization, thereby aiding personalized treatment planning. An AI triaging system has demonstrated the potential to streamline workflow efficiency by identifying low-suspicion cases and reducing the workload of radiologists. Another promising application is synthetic breast MR image generation, which aims to generate contrast enhanced images from non-contrast sequences, thereby improving accessibility and patient safety. Further research is required to validate AI models across diverse populations and imaging protocols. As AI continues to evolve, it is expected to play an important role in the optimization of breast MRI.
4.Arthroscopic Stabilization for Displaced Lateral Clavicular Fractures: Can It Restore Anatomy?.
Prince Shanavas KHAN ; Yon Sik YOO ; Byung Su KIM ; Seong Jin LEE ; Jong Mun HA
Clinics in Shoulder and Elbow 2016;19(3):143-148
BACKGROUND: The purpose of our study was to evaluate the accuracy of reduction based on postoperative computed tomography (CT) images after arthroscopic stabilization using tightrope system for unstable distal clavicle fracture. METHODS: Twelve patients with distal clavicle fracture combined with coracoclavicular (CC) ligament injury (type II, V) who received arthroscopically assisted fixation using a flip button device were evaluated for accuracy of reduction using 3-dimensional postoperative CT scan by measuring the degree of distal clavicular angulation and clavicular shortening. RESULTS: Immediate postoperative plain radiograph confirmed restoration of the CC distance (CCD) in 10 patients. At final follow-up, the CCD remained reduced anatomically on plain radiographs in these patients. All patients showed excessive posterior angulation and shortening compared to the opposite side. The average Constant score recovered to 94.8 at final follow-up. CONCLUSIONS: Indirect reduction and arthroscopic subacromial approach with flip button fixation of unstable distal clavicle fractures demonstrated favorable clinical results despite unavoidable posterior angulation of distal clavicle and shortening the total length of clavicle.
Arthroscopy
;
Clavicle
;
Follow-Up Studies
;
Humans
;
Ligaments
;
Tomography, X-Ray Computed
5.The concentrations of beta-endorphin in amniotic fluid during labor and delivery.
Seung Jin OH ; Ha Jong JANG ; Jong Su LEE ; Huk JUNG ; Sae Jun HAN ; Sae Ryang OH
Korean Journal of Obstetrics and Gynecology 1991;34(4):471-475
No abstract available.
Amniotic Fluid*
;
beta-Endorphin*
;
Female
6.The Effect of Neuroactive Steroids on the GAVA-Benzodiazepine Receptor Complex.
Jong Bum LEE ; Hyung Bae PARK ; Jong Hak LEE ; Ki Guk PARK ; Chang Su KIM ; Hye Soo SUH ; Jeoung Hee HA
Korean Journal of Psychopharmacology 1997;8(2):218-223
Pregnolone[5beta-pregnan-3alpha-ol-one(5beta3alpha)] and allopregnanolone [(5alpha-pregnan-3alpha-ol-20-one(5alpha3alpha))] are neuroactive steroids that are reduced metabolites of progesterone. It was reported that Neuroactive steroids may have anxiolytic and anticonvulsant action similar to benzodiazepines and barbiturates. Therefore, the present study was designed to assess the interaction of steroids with GABAA-benzodiazepine receptor complex. The effect of steroids on the ligands binding to GABAA receptor complex was investigated using rat cortices. 5beta3alpha and 5alpha3alpha enhanced the binding of [3H] flunitrazepam to GABAA receptor, but testosterone, progesterone and dexamethasone did not. GABA also showed the enhancement of [3H] flunitrazepam binding, but did not show the additive effect. Unlike to GABA, 5beta3alpha and 5alpha3alpha did not affect on the [3H] muscimol binding to rat cortices. From these findings, it can be concluded that Neuroactive steroids are potent positive modulators of the GABA A receptor, and do not act at GABA binding site.
Animals
;
Barbiturates
;
Benzodiazepines
;
Binding Sites
;
Dexamethasone
;
Flunitrazepam
;
gamma-Aminobutyric Acid
;
Ligands
;
Muscimol
;
Pregnanolone
;
Progesterone
;
Rats
;
Receptors, GABA-A
;
Steroids*
;
Testosterone
7.Access Type as A Predictor of Dialysis Dose and Efficiency in Hemodialysis Patients.
Jung Hyun LIM ; Seung Won CHOI ; Jong Joon AHN ; Jong Ha PARK ; Hyun Chul CHUNG ; Sang Hun SHIN ; Ji Ho LEE ; Jong Su LEE
Korean Journal of Nephrology 2006;25(4):587-593
BACKGROUND: Use of venous catheter is associated with increased mortality in hemodialysis patients, but little data are available on impact of vascular access type on the discrepancy between dialysis prescription and dose. Dialysis prescription commonly exceeds the delivered dialysis dose. The purpose of this study are to evaluate the dialysis dose and efficiency between a tunneled cuffed catheters (TCCs) and arteriovenous fistulas (AVF) to the same patients on different dialysis days. METHODS: This study enrolled 35 hemodialysis patients. All patients started dialysis via tunneled cuffed catheters (Permcath(R)) in the internal jugular vein and a vascular surgeon created AVF later. We investigated prescribed spKT/V (pKt/V) and delivered spKt/V (dKt/V) within 2 months after the TCCs placement and after the AVF cannulation. Dialysis efficiencies (dKt/V/pKt/V) were compared over this two distinct times. RESULTS: Patient demographics were similar between two distinct times. The mean age of patients was 52.7 years (18 men, 17 women) and mean BMI was 21.9. 17 patients (48.6%) were diabetics. The mean pKt/V was not different (TCCs 1.63+/-0.30; AVF 1.62+/-0.29) but mean dKt/V was significantly different (TCCs 1.38+/-0.31; AVF 1.46+/-0.34) (p<0.05). The dialysis efficiencies were 85.14% for TCCs and 90.74% for AVF (p<0.05). There were no differences in sex, or diabetics. Underdialysis (delivered spKt/V <1.3) was greater in TCCs (17/35; 48.6 %), compared to AVF (10/35; 28.6%). Underdialysis was more common in larger patients. CONCLUSION: Our data suggest that AVF tend to receive more dialysis dose than tunneled cuffed catheters and underdialysis exposure are more common with catheter use.
Arteriovenous Fistula
;
Catheterization
;
Catheters
;
Demography
;
Dialysis*
;
Humans
;
Jugular Veins
;
Male
;
Mortality
;
Prescriptions
;
Renal Dialysis*
8.Impact of Self-Efficacy on Medication Adherence among People Living with Human Immunodeficiency Virus.
Youn Joo KIM ; Won Kee LEE ; Shin Woo KIM ; Hyun Ha CHANG ; Jong Myung LEE ; Su Jung KIM
Korean Journal of Medicine 2015;89(3):305-311
BACKGROUND/AIMS: It is very important that people living with HIV (PLWH) maintain 95% medication adherence to increase health-related quality of life and prevent transmitting HIV. In this study, we analyzed factors influencing medication adherence among PLWH and used the basic data for practical interventions to increase medication adherence. METHODS: A total of 190 PLWH, who were taking highly active antiretroviral therapy (HAART) from nine hospitals in South Korea, were included. The data were collected by self-administered questionnaire between April 1 and June 31, 2014. RESULTS: About 92% of the subjects were male and 72.9% of the subjects belonged to the high compliance group. Medication-taking self-efficacy was significantly related to compliance. Efficacy expectancy, which is a subscale of medication-taking self-efficacy, indicated that a score of 1 point higher on a 10-point scale increased compliance by 2.63 times. CONCLUSIONS: Medication adherence is associated with increased medication-taking self-efficacy. Therefore, it is necessary to promote self-efficacy to improve compliance considering the infection period and adverse reactions to HAART among PLWH.
Antiretroviral Therapy, Highly Active
;
Compliance
;
HIV*
;
Humans*
;
Korea
;
Male
;
Medication Adherence*
;
Quality of Life
;
Self Efficacy
9.The Value of Transvaginal Ultrasonographic Measurement of Cervical Length for Prediction of Preterm Delivery in Patients with Preterm Labor.
Su Ran CHOI ; Soon Ha YANG ; Ji Soo LEE ; Yong Soo SEO ; Jong Hwa KIM
Korean Journal of Obstetrics and Gynecology 2003;46(11):2197-2202
OBJECTIVE: The aim of this study is to evaluate the value of vaginal ultrasonographic cervical length in prediction of preterm delivery in patients with preterm labor. METHODS: One-hundred twenty-nine women in preterm labor at 24-34 weeks of gestation were studied retrospectively. Transvaginal ultrasonography for measurement of cervical length was performed at the time of admission. Receiver-operating characteristic (ROC) curve analysis, partial correlation coefficient, and multiple logistic regression analysis were used for statistical analysis. RESULTS: The mean gestational age at admission was 30.2 +/- 2.5 weeks and the mean gestational age at delivery was 35.7 +/- 3.9 weeks. The median admission-to-delivery interval was 864 hours (24-2616). ROC curve analysis showed a significant relationship between cervical length and preterm delivery (area under the curve=0.82, p<0.001). The diagnostic indices of cervical length (cut-off value 2.5 cm) by ROC curve were sensitivity of 86%, specificity of 64%, and positive and negative predictive value of 54% and 90%. Multiple logistic regression analysis indicated that cervical length was an independent predictor of preterm delivery after adjustment of confounding factors (x2=0.326, p<0.01). Admission-to-delivery interval in patients with cervical length >or=2.5 cm was significantly shorter than that in patients with cervical length >2.5 cm. CONCLUSION: Transvaginal ultrasonographic measurement of cervical length is a useful predictor of preterm delivery in patients with preterm labor and intact membranes.
Female
;
Gestational Age
;
Humans
;
Logistic Models
;
Membranes
;
Obstetric Labor, Premature*
;
Pregnancy
;
Retrospective Studies
;
ROC Curve
;
Sensitivity and Specificity
;
Ultrasonography
10.A Case of Vancomycin Resistant Enterococci(VRE) Peritonitis in a Patient on CAPD.
Jong Ha PARK ; Ji Hoon KIM ; Sang Pil CHANG ; Hae Hyuk JUNG ; Won Seok YANG ; Su Kil PARK ; Mi Na KIM ; Chik Hyun PAI
Korean Journal of Nephrology 1999;18(5):792-796
Peritonitis is a major complication of continuous ambulatory peritoneal dialysis and it remains the leading cause of patient droupout. VRE is a very serious pathogen because it is difficult to eradicate due to very limited effective antibiotics and because there is a possibility of transfer of this resistance to other gram-positive organisms including Staphylo-coccus aureus. We experienced a case of CAPD peritonitis by VRE, which was treated with high dose ampicillin and streptomycin without removal of CAPD catheter. We report our experience of CAPD peritonitis caused by VRE and review the literature.
Ampicillin
;
Anti-Bacterial Agents
;
Catheters
;
Humans
;
Peritoneal Dialysis, Continuous Ambulatory*
;
Peritonitis*
;
Streptomycin
;
Vancomycin*