2.Associated Comorbidities of Patients with Multiple Dermatofibromas:A Single-Center Retrospective Study and a Review of the Literature
Hwa Jung YOOK ; Yeong Ho KIM ; Ju Hee HAN ; Chul Hwan BANG ; Ji Hyun LEE ; Young Min PARK ; Jun Young LEE
Korean Journal of Dermatology 2022;60(1):25-34
Background:
Dermatofibromas (DF) are fibrohistiocytic tumors of unknown etiology, and multiple DF (MDF) are relatively rare. MDF have been reported in the setting of autoimmune diseases, human immunodeficiency virus infection, or comorbidities treated with immunosuppressive drugs.
Objective:
The present study investigated whether underlying conditions with impaired immune function are associated with MDF.
Methods:
A total of 338 patients with DF was enrolled. We divided patients into two groups as MDF and solitary DF (SDF) groups. We retrospectively reviewed patient medical records and classified all patients by underlying diseases. Statistical significance of SDF and MDF for each conditions was analyzed.
Results:
The demographics and comorbidities were compared between MDF group (n=82) and SDF group (n=256). Among underlying conditions, systemic lupus erythematosus (SLE) (odds ratio, 10.397; 95% confidence interval, 2.743∼39.404; p<0.001) was significantly associated with MDF over SDF. Vitiligo and post status of kidney transplant were related more highly to MDF (p=0.014; p=0.014, respectively) than to SDF. Presence of overall comorbidities, autoimmune diseases, and immunosuppressive drug use were associated with DF number (p<0.001;p<0.001; p<0.001, respectively).
Conclusion
We propose an association between MDF and comorbidities, especially SLE and immunosuppressant use. MDF lesions seem to be impacted by compromised immune function. This is of significance since it is essential to search for associated conditions in patients presenting with MDF in dermatologic clinical settings.
3.Application of Deep Convolutional Neural Networks in the Diagnosis of Subcutaneous Masses Using Ultrasonography: A Pilot Study
Woo Hyup LEE ; Hwa Jung YOOK ; Joon Ho SON ; Hyun Ji LEE ; Young Ho KIM ; Ju Hee HAN ; Ji Hyun LEE ; Jun Young LEE ; Young Min PARK ; Chul Hwan BANG
Korean Journal of Dermatology 2021;59(7):513-520
Background:
Ultrasonography is an effective noninvasive imaging modality for the diagnosis of subcutaneous masses. To date, few studies have reported skin ultrasonography using deep convolutional neural networks (DCNNs).We investigated the accuracy of DCNNs for the diagnosis of epidermal cysts, lipomas, and other subcutaneous masses.
Objective:
The purpose of this study was to evaluate whether DCNNs could diagnose subcutaneous masses with ultrasonographic images at level of competence comparable to dermatologists.
Methods:
We created a dataset of 1,361 skin ultrasonography images obtained from 202 patients diagnosed with epidermal cysts, lipomas, and other subcutaneous masses, to train the DCNNs using ResNet18. Performance was compared with another set of 93 ultrasonographic images (24 epidermal cysts, 25 lipomas, and 44 other subcutaneous masses) from open-access articles.
Results:
The DCNNs yielded 87.10% classification accuracy and 86.10% F1-scores. The area under the curve, sensitivity, and specificity were 0.92 (95% confidence interval [CI] 0.86∼0.98), 75.00%, and 98.55% for epidermal cysts; 0.93 (95% CI 0.88∼0.98), 80.00%, and 94.12% for lipomas; and 0.97 (95% CI 0.93∼1.00), 97.73%, and 85.71% for other subcutaneous masses, respectively. Analysis using gradient-weighted class activation mapping revealed that the DCNNs could detect specific ultrasonographic findings of epidermal cysts and lipomas.
Conclusion
We propose that DCNNs combined with ultrasonography may aid in the diagnosis of subcutaneous masses in outpatient settings.
4.Application of Deep Convolutional Neural Networks in the Diagnosis of Subcutaneous Masses Using Ultrasonography: A Pilot Study
Woo Hyup LEE ; Hwa Jung YOOK ; Joon Ho SON ; Hyun Ji LEE ; Young Ho KIM ; Ju Hee HAN ; Ji Hyun LEE ; Jun Young LEE ; Young Min PARK ; Chul Hwan BANG
Korean Journal of Dermatology 2021;59(7):513-520
Background:
Ultrasonography is an effective noninvasive imaging modality for the diagnosis of subcutaneous masses. To date, few studies have reported skin ultrasonography using deep convolutional neural networks (DCNNs).We investigated the accuracy of DCNNs for the diagnosis of epidermal cysts, lipomas, and other subcutaneous masses.
Objective:
The purpose of this study was to evaluate whether DCNNs could diagnose subcutaneous masses with ultrasonographic images at level of competence comparable to dermatologists.
Methods:
We created a dataset of 1,361 skin ultrasonography images obtained from 202 patients diagnosed with epidermal cysts, lipomas, and other subcutaneous masses, to train the DCNNs using ResNet18. Performance was compared with another set of 93 ultrasonographic images (24 epidermal cysts, 25 lipomas, and 44 other subcutaneous masses) from open-access articles.
Results:
The DCNNs yielded 87.10% classification accuracy and 86.10% F1-scores. The area under the curve, sensitivity, and specificity were 0.92 (95% confidence interval [CI] 0.86∼0.98), 75.00%, and 98.55% for epidermal cysts; 0.93 (95% CI 0.88∼0.98), 80.00%, and 94.12% for lipomas; and 0.97 (95% CI 0.93∼1.00), 97.73%, and 85.71% for other subcutaneous masses, respectively. Analysis using gradient-weighted class activation mapping revealed that the DCNNs could detect specific ultrasonographic findings of epidermal cysts and lipomas.
Conclusion
We propose that DCNNs combined with ultrasonography may aid in the diagnosis of subcutaneous masses in outpatient settings.
5.Successful Endovascular Treatment of an Infected Aortic Aneurysm Induced by Klebsiella pneumoniae
Hong Gwon BYUN ; Yook KIM ; Jung Hwan LEE ; Jisun LEE ; Kil Sun PARK
Journal of the Korean Radiological Society 2020;81(3):733-738
Aortic aneurysms infected by Klebsiella pneumoniae are rarely seen. We describe a 50-year-old man with infected aortic aneurysm that was successfully treated with endovascular aneurysm repair (EVAR). Diagnosis was confirmed using blood culture and computed tomography (CT). Intravenous antibiotics were immediately administered, with improvements in clinical findings and negative blood cultures before the procedure. Twenty-four months after the procedure, the patient was stable and serial CT revealed regression of the infected aortic aneurysm. Therefore, after controlling bacteremia and fever with targeted antibiotic therapy, EVAR can be considered as an alternative for patients who have serious comorbidities and are ineligible for conventional surgery.
6.Differences in Characteristics/Complaints and Referral of Attention-Deficit/Hyperactivity Disorder Patients with and without Depression: Focus on Korean Children and Adolescents
Won-Seok CHOI ; Hyun Ju HONG ; Myung Hun JUNG ; Narei HONG ; Yong-Sil KWEON ; Geon Ho BAHN ; Ki-Hwan YOOK ; Dong-Won SHIN ; Duk-In JON
Mood and Emotion 2020;18(2):57-64
Background:
Children and adolescents with attention-deficit/hyperactivity disorder (ADHD) and depression present with different clinical characteristics compared to those without other psychiatric comorbidities (i.e., ADHD alone). This study aimed to determine the differences in clinical characteristics, complaints, and referral routes between patients with ADHD with and without depression.
Methods:
The study included 1,231 children and adolescents in Korea. The demographic characteristics, referral routes, and chief complaints were identified and analyzed using the subjects’ electronic medical records of their first outpatient visit.
Results:
The mean age and proportion of female subjects with depression and ADHD (ADHD-D, n=120) were significantly higher than those of patients with ADHD alone (ADHD-O, n=1,111). Furthermore, referral requests by the caregiver (p=0.037) and patient (p=0.006) were significantly higher in the ADHD-D group. In contrast, referrals via schools (p=0.009) and other medical institutions (p<0.001) were significantly higher in the ADHD-O group. There were more complaints of depression, anxiety, mood dysregulation, suicidal ideation, and self-harm behaviors among the patients in the ADHD-D group. However, complaints of inattention were more common among the patients in the ADHD-O group compared to those in the ADHD-D group (p<0.001).
Conclusion
This study revealed several differences in the demographic characteristics, referral routes, and chief complaints of the patients and caregivers between patients with ADHD with and without coexisting depression. Further investigations using structured psychiatric diagnostic tools are warranted.
7.Prediction of the human in vivo antiplatelet effect of S- and R-indobufen using population pharmacodynamic modeling and simulation based on in vitro platelet aggregation test
Yook Hwan NOH ; Sungpil HAN ; Sangmin CHOE ; Jin Ah JUNG ; Jin Ah JUNG ; Ae Kyung HWANG ; Hyeong Seok LIM
Translational and Clinical Pharmacology 2018;26(4):160-165
Indobufen (Ibustrin®), a reversible inhibitor of platelet aggregation, exists in two enantiomeric forms in 1:1 ratio. Here, we characterized the anti-platelet effect of S- and R-indobufen using response surface modeling using NONMEM® and predicted the therapeutic doses exerting the maximal efficacy of each enantioselective S- and R-indobufen formulation. S- and R-indobufen were added individually or together to 24 plasma samples from drug-naïve healthy subjects, generating 892 samples containing randomly selected concentrations of the drugs of 0–128 mg/L. Collagen-induced platelet aggregation in platelet-rich plasma was determined using a Chrono-log Lumi-Aggregometer. Inhibitory sigmoid I(max) model adequately described the anti-platelet effect. The S-form was more potent, whereas the R-form showed less inter-individual variation. No significant interaction was observed between the two enantiomers. The anti-platelet effect of multiple treatments with 200 mg indobufen twice daily doses was predicted in the simulation study, and the effect of S- or R-indobufen alone at various doses was predicted to define optimal dosing regimen for each enantiomer. Simulation study predicted that 200 mg twice daily administration of S-indobufen alone will produce more treatment effect than S-and R-mixture formulation. S-indobufen produced treatment effect at lower concentration than R-indobufen. However, inter-individual variation of the pharmacodynamic response was smaller in R-indobufen. The present study suggests the optimal doses of R-and S-enantioselective indobufen formulations in terms of treatment efficacy for patients with thromboembolic problems. The proposed methodology in this study can be applied to the develop novel enantio-selective drugs more efficiently.
Blood Platelets
;
Colon, Sigmoid
;
Healthy Volunteers
;
Humans
;
In Vitro Techniques
;
Plasma
;
Platelet Aggregation
;
Platelet-Rich Plasma
;
Treatment Outcome
8.Prognosis of Pregnancy-Associated Gastric Cancer: An Age-, Sex-, and Stage-Matched Case-Control Study.
Min Jeong SONG ; Young Soo PARK ; Ho June SONG ; Se Jeong PARK ; Ji Yong AHN ; Kee Don CHOI ; Gin Hyug LEE ; Hwoon Yong JUNG ; Jeong Hwan YOOK ; Byung Sik KIM
Gut and Liver 2016;10(5):731-738
BACKGROUND/AIMS: Pregnancy-associated gastric cancer is a rare condition. This case-control study was performed to identify the clinicopathological features and prognostic factors of pregnancy-associated gastric cancer. METHODS: All consecutive patients who presented to our tertiary referral hospital with pregnancy-associated gastric cancer from 1991 to 2012 were identified. Two age-, sex-, and stage-matched controls for each case were also identified from the records. Clinicopathological, gynecological, and oncological outcomes were recorded. Immunohistochemical staining was performed for estrogen receptor, progesterone receptor, epidermal growth factor receptor, human epidermal growth factor receptor, and E-cadherin. Fluorescence in situ hybridization was performed for fibroblast growth factor receptor 2. RESULTS: The median overall survival rates of the pregnancy-associated gastric cancer and control groups were 7.0 months and 15.0 months, respectively (p=0.189). Poor prognostic factors included advanced stage and tumor location in the corpus or the entire stomach but not pregnancy status or loss of E-cadherin. Pregnancy-associated gastric cancer was associated with a longer time from diagnosis to treatment (21 days vs 7 days, p=0.021). The two groups did not differ in the expression of the receptors or E-cadherin. CONCLUSIONS: The dismal prognosis of pregnancy-associated gastric cancer may related to the tumor stage and location rather than to pregnancy itself.
Cadherins
;
Case-Control Studies*
;
Diagnosis
;
Estrogens
;
Fluorescence
;
Humans
;
In Situ Hybridization
;
Pregnancy
;
Prognosis*
;
Receptor, Epidermal Growth Factor
;
Receptor, Fibroblast Growth Factor, Type 2
;
Receptors, Progesterone
;
Stomach
;
Stomach Neoplasms*
;
Survival Rate
;
Tertiary Care Centers
9.Predictors of Suicide Attempts in Clinically Depressed Korean Adolescents.
Ahye KWON ; Jungeun SONG ; Ki Hwan YOOK ; Duk In JON ; Myung Hun JUNG ; Narei HONG ; Hyun Ju HONG
Clinical Psychopharmacology and Neuroscience 2016;14(4):383-387
We examined predictors of suicide attempts in clinically depressed adolescents in Korea and gender differences in suicidal behavior. In total, 106 adolescents diagnosed with depressive disorder were recruited in South Korea. We assessed various variables that might affect suicide attempts, and used a structured interview for the diagnosis of depression and comorbidities and to evaluate suicidality. Demographic and clinical characteristics of the subjects were compared between suicide attempt and non-suicide attempt groups and we examined significant predictors of suicide attempts. Gender differences in suicidal ideation and suicidal behavior were also analyzed. Among 106 depressed participants, 50 (47.2%) adolescents were classified in the suicide attempt group. Generally, the suicide attempt and non-suicide attempt group shared similar clinical characteristics. The suicide attempt group had more females, more major depressive disorder diagnoses, more depressive episodes, and higher suicidal ideation than the non-suicide attempt group. Suicidal ideation was the only significant predictor of suicidal attempt, regardless of gender. Higher suicidal ideation frequency scores and more non-suicidal self-injurious behaviors were shown in the female suicide attempt group than the male suicide attempt group. It is recommended that suicidal ideation be assessed regularly and managed rigorously to decrease suicide risks in depressive adolescents.
Adolescent*
;
Comorbidity
;
Depression
;
Depressive Disorder
;
Depressive Disorder, Major
;
Diagnosis
;
Female
;
Humans
;
Korea
;
Male
;
Self-Injurious Behavior
;
Suicidal Ideation
;
Suicide*
;
Suicide, Attempted
10.Risk Factors Associated with Group B Streptococcus Resistant to Clindamycin and Erythromycin in Pregnant Korean Women.
Ji Hyoung YOOK ; Moon Young KIM ; Eun Ju KIM ; Jae Hyug YANG ; Hyun Mee RYU ; Kwan Young OH ; Jung Hwan SHIN ; Betsy FOXMAN ; Moran KI
Infection and Chemotherapy 2013;45(3):299-307
BACKGROUND: The prevalence of group B streptococcus (GBS) among pregnant women and neonates in the Republic of Korea has increased. In addition, rates of resistance to antibiotics recommended for pregnant women allergic to penicillin, such as clindamycin and erythromycin, have increased. The aim of this study was to evaluate subject characteristics associated with GBS resistance to clindamycin and erythromycin. MATERIALS AND METHODS: A total of 418 clinical isolates from pregnant women in Korea were screened for antibiotic resistance from January 2006 to December 2011. Sociodemographic information, medical and obstetric history, and details of events during the previous 2 weeks were recorded using a standardized questionnaire. RESULTS: The resistance rates were 39.5% for clindamycin and 23.0% for erythromycin. In multiple logistic regression analysis, the subject characteristic significantly associated with resistance to both antibiotics was a history of symptomatic sore throat in the 2 weeks before obtaining the specimen (erythromycin: odds ratio [OR]: 2.13, 95% confidence interval [CI]: 1.10 to 4.13; clindamycin: OR: 2.31, 95% CI: 1.21, 4.42). Premature rupture of membranes (PROM) had an association of borderline significance. CONCLUSIONS: In the urgent treatment of GBS-colonized pregnant women, the subject's history of previous sore throat and PROM should be considered when choosing appropriate antibiotics.
Anti-Bacterial Agents
;
Clindamycin
;
Drug Resistance, Microbial
;
Erythromycin
;
Female
;
Humans
;
Infant, Newborn
;
Korea
;
Logistic Models
;
Membranes
;
Odds Ratio
;
Penicillins
;
Pharyngitis
;
Pregnant Women
;
Prevalence
;
Republic of Korea
;
Risk Factors
;
Rupture
;
Streptococcus
;
Streptococcus agalactiae

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