1.The Effect of Depression on the Use of Medical Service: Focusing on Patients with Chronic Physical Illness among Middle-Aged and Elderly Women
Hyo Eun CHO ; Hyun Woo JUNG ; Jun Hyup LEE
Health Policy and Management 2021;31(1):46-55
Background:
Patients with the chronic physical illness are more likely to experience depression, and the accompany of chronic physical illness and depression is particularly high in middle-aged and elderly women. Considering that depression is associated with somatization and the decline of therapeutic compliance when accompanied by chronic physical illness, middle-aged and elderly women who experience depression among chronic physical illness may increase their use of medical services. This study is to identify the effect of depression on the use of medical services, especially among middle-aged and elderly women with chronic physical illness.
Methods:
This study used the 2016 Korean Health Panel. For analysis, it used T-test, negative binomial regression, and multivariate regression combining propensity score matching.
Results:
First, depressive groups had a higher number of medical service utilization and total medical expenditure than the non-depressive group. Second, depression significantly increased medical service utilization (β=0.17, p=0.04) at the 5% significance level. Also, depression significantly increased total medical expenditure (β=0.37, p=0.08) at the 10% significance level.
Conclusion
For those who have chronic physical illness among middle-aged and elderly women, the experience of depression was confirmed to be a factor affecting the use of medical services. In the end, it is important to come up with policy countermeasures for middle-aged and elderly women accompanied by depression and chronic physical illness.
2.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.
3.The Effect of Depression on the Use of Medical Service: Focusing on Patients with Chronic Physical Illness among Middle-Aged and Elderly Women
Hyo Eun CHO ; Hyun Woo JUNG ; Jun Hyup LEE
Health Policy and Management 2021;31(1):46-55
Background:
Patients with the chronic physical illness are more likely to experience depression, and the accompany of chronic physical illness and depression is particularly high in middle-aged and elderly women. Considering that depression is associated with somatization and the decline of therapeutic compliance when accompanied by chronic physical illness, middle-aged and elderly women who experience depression among chronic physical illness may increase their use of medical services. This study is to identify the effect of depression on the use of medical services, especially among middle-aged and elderly women with chronic physical illness.
Methods:
This study used the 2016 Korean Health Panel. For analysis, it used T-test, negative binomial regression, and multivariate regression combining propensity score matching.
Results:
First, depressive groups had a higher number of medical service utilization and total medical expenditure than the non-depressive group. Second, depression significantly increased medical service utilization (β=0.17, p=0.04) at the 5% significance level. Also, depression significantly increased total medical expenditure (β=0.37, p=0.08) at the 10% significance level.
Conclusion
For those who have chronic physical illness among middle-aged and elderly women, the experience of depression was confirmed to be a factor affecting the use of medical services. In the end, it is important to come up with policy countermeasures for middle-aged and elderly women accompanied by depression and chronic physical illness.
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.Macular Pigment Optical Density in the Korean Population: a Cross Sectional Study
In Hwan HONG ; Woo Hyun JUNG ; Jae Hyup LEE ; In Boem CHANG
Journal of Korean Medical Science 2020;35(5):30-
50 years) showed lower MPOD than younger (30–49 years) subjects. But, in the healthy population, the estimated MPOD values exhibited a decreasing trend with age, but there were no significant differences according to age, after excluding patients with AMD. MPOD was significantly lower in patients with AMD than in aged healthy controls. Furthermore, hypertension, dyslipidemia, and smoking were identified as risk factors for AMD.CONCLUSION: MPOD measured with MPSII® reflects the MP density in healthy individuals and patients with dry AMD. Aging was not significantly associated with low MPOD in healthy population, but the presence of dry AMD was significantly associated with low MPOD. Then, low MPOD may be a risk factor for development of dry AMD. Furthermore, routine screening with MPS II® for ages 50 and older is thought to help detect early low MPOD and identify individuals who should take supplements.]]>
Aging
;
Dyslipidemias
;
Healthy Volunteers
;
Humans
;
Hypertension
;
Linear Models
;
Logistic Models
;
Macular Degeneration
;
Macular Pigment
;
Mass Screening
;
Methods
;
Photometry
;
Retrospective Studies
;
Risk Factors
;
Smoke
;
Smoking
6.Silicone Tube Intubation with Lacrimal Endoscopy and Endonasal Dacryocystorhinostomy in Adult Nasolacrimal Duct Obstruction
Woo Hyun JUNG ; Jae Hyup LEE ; Young Jin KIM ; Jae Wook YANG
Journal of the Korean Ophthalmological Society 2020;61(11):1257-1264
Purpose:
To compare the success rate of silicone tube intubation using a lacrimal endoscope with that of endonasal dacryocystorhinostomy in adult acquired nasolacrimal duct obstruction with no canalicular obstruction.
Methods:
Retrospective cross-sectional study including 21 patients (31 eyes) treated with silicone tube intubation using lacrimal micro-endoscope and 29 patients (37 eyes) who underwent endonasal dacryocystorhinostomy. We examined lacrimal irrigation, probing, and fluorescein dye disappearance before surgery. A total of 3 months after surgery, the silicone tube was removed. The success rates were determined based on symptoms and the results of lacrimal irrigation.
Results:
For silicone tube intubation in the lacrimal endoscopy group, success rates 3 and 6 months after surgery were 87.1% and 71.0%, respectively. In the endonasal dacryocystorhinostomy group, they were 91.9% and 81.1%, respectively. There was no significant difference in success rates 3 and 6 months after surgery (p = 0.517 and p = 0.327, respectively). However, a significantly higher success rate (81.8%) was observed in the endonasal dacryocystorhinostomy group compared with the silicone tube intubation using lacrimal micro-endoscope group (66.7%) at 6 months after surgery if the patient had total regurgitation upon preoperative examination of lacrimal irrigation (p = 0.028).
Conclusions
There was no significant difference in success rates between silicone tube intubation using lacrimal endoscope and endonasal dacryocystorhinostomy in adult acquired nasolacrimal duct obstruction with no canalicular obstruction, although there was a lower success rate in patients with total nasolacrimal duct obstruction. Silicone tube intubation using lacrimal endoscope may reduce the frequencies and complications of unnecessary invasive operations and general anesthesia.
7.Silicone Tube Intubation with Lacrimal Endoscopy and Endonasal Dacryocystorhinostomy in Adult Nasolacrimal Duct Obstruction
Woo Hyun JUNG ; Jae Hyup LEE ; Young Jin KIM ; Jae Wook YANG
Journal of the Korean Ophthalmological Society 2020;61(11):1257-1264
Purpose:
To compare the success rate of silicone tube intubation using a lacrimal endoscope with that of endonasal dacryocystorhinostomy in adult acquired nasolacrimal duct obstruction with no canalicular obstruction.
Methods:
Retrospective cross-sectional study including 21 patients (31 eyes) treated with silicone tube intubation using lacrimal micro-endoscope and 29 patients (37 eyes) who underwent endonasal dacryocystorhinostomy. We examined lacrimal irrigation, probing, and fluorescein dye disappearance before surgery. A total of 3 months after surgery, the silicone tube was removed. The success rates were determined based on symptoms and the results of lacrimal irrigation.
Results:
For silicone tube intubation in the lacrimal endoscopy group, success rates 3 and 6 months after surgery were 87.1% and 71.0%, respectively. In the endonasal dacryocystorhinostomy group, they were 91.9% and 81.1%, respectively. There was no significant difference in success rates 3 and 6 months after surgery (p = 0.517 and p = 0.327, respectively). However, a significantly higher success rate (81.8%) was observed in the endonasal dacryocystorhinostomy group compared with the silicone tube intubation using lacrimal micro-endoscope group (66.7%) at 6 months after surgery if the patient had total regurgitation upon preoperative examination of lacrimal irrigation (p = 0.028).
Conclusions
There was no significant difference in success rates between silicone tube intubation using lacrimal endoscope and endonasal dacryocystorhinostomy in adult acquired nasolacrimal duct obstruction with no canalicular obstruction, although there was a lower success rate in patients with total nasolacrimal duct obstruction. Silicone tube intubation using lacrimal endoscope may reduce the frequencies and complications of unnecessary invasive operations and general anesthesia.
8.Macular Pigment Optical Density in the Korean Population: a Cross Sectional Study
In Hwan HONG ; Woo Hyun JUNG ; Jae Hyup LEE ; In Boem CHANG
Journal of Korean Medical Science 2020;35(5):e30-
BACKGROUND:
To evaluate the macular pigment optical density (MPOD) with age in the Korean population using the Macular Pigment Screener II (MPSII®).
METHODS:
One hundred and twenty-six eyes were retrospectively reviewed. MPOD was measured using MPSII®, which uses a heterochromatic flicker photometry method, and the estimated values were analyzed. Spearman's correlation test was used to evaluate correlations between MPOD and age. The association between MPOD and age was determined using a simple linear regression analysis. MPODs among the four groups were compared via the post hoc analysis with Bonferroni correction, MPODs between the age-related macular degeneration (AMD) group and aged-matched healthy subjects were compared via the Mann-Whitney U test. Other risk factors for AMD were identified via a logistic regression analysis.
RESULTS:
Estimated MPOD decreased significantly with increasing age in the general population. In the simple regression analysis, a statistically significant linear regression model was observed, and the estimated values of MPOD decreased by −0.005 as age increased by 1 year. Aged (> 50 years) showed lower MPOD than younger (30–49 years) subjects. But, in the healthy population, the estimated MPOD values exhibited a decreasing trend with age, but there were no significant differences according to age, after excluding patients with AMD. MPOD was significantly lower in patients with AMD than in aged healthy controls. Furthermore, hypertension, dyslipidemia, and smoking were identified as risk factors for AMD.
CONCLUSION
MPOD measured with MPSII® reflects the MP density in healthy individuals and patients with dry AMD. Aging was not significantly associated with low MPOD in healthy population, but the presence of dry AMD was significantly associated with low MPOD. Then, low MPOD may be a risk factor for development of dry AMD. Furthermore, routine screening with MPS II® for ages 50 and older is thought to help detect early low MPOD and identify individuals who should take supplements.
9.Clinical Relevance for Serum Cold-Inducible RNA-Binding Protein Level in Alopecia Areata
Jung Min SHIN ; Jung Woo KO ; In Sun KWON ; Jong Won CHOI ; Dongkyun HONG ; Jin Hyup LEE ; Young Joon SEO ; Chang Deok KIM ; Jeung Hoon LEE ; Young LEE ; Kyung Duck PARK
Annals of Dermatology 2019;31(4):387-392
BACKGROUND: Alopecia areata (AA), a chronic, relapsing hair-loss disorder, is considered to be a T-cell-mediated autoimmune disease. Cold-inducible RNA-binding protein (CIRP) belongs to a family of cold-shock proteins that respond to cold stress, and has been identified as a damage-associated molecular pattern (DAMP) molecule that triggers the inflammatory response. Recent studies have shown that high-mobility group box 1, another DAMP molecule, is elevated in serum and scalp tissue of AA patients, suggesting a relationship between DAMP molecules and the pathogenesis of AA. OBJECTIVE: To investigate the clinical significance of serum CIRP levels in AA. METHODS: The serum levels of CIRP were compared between 68 patients with AA and 20 healthy controls. Additionally, the correlation between CIRP level and various clinical parameters was evaluated. RESULTS: The serum CIRP levels were significantly higher in AA patients compared to healthy subjects. Moreover, there was an association between the serum CIRP level and clinical characteristics, such as disease duration and disease activity. However, there was no significant difference in the serum CIRP level among the clinical types of AA (AA multiplex, alopecia totalis, and alopecia universalis). CONCLUSION: These results suggest that CIRP may play a significant role in the pathogenesis of AA and could be a potential biologic marker for monitoring the disease activity of AA.
Alopecia Areata
;
Alopecia
;
Autoimmune Diseases
;
Biomarkers
;
Healthy Volunteers
;
Humans
;
Inflammation
;
RNA-Binding Proteins
;
Scalp
10.Volumetric change of the latissimus dorsi muscle after immediate breast reconstruction with an extended latissimus dorsi musculocutaneous flap
Su Bong NAM ; Heung Chan OH ; Jae Yeon CHOI ; Seong Hwan BAE ; Ki Seok CHOO ; Hyun Yul KIM ; Sang Hyup LEE ; Jae Woo LEE
Archives of Plastic Surgery 2019;46(2):135-139
BACKGROUND: In immediate breast reconstruction using an extended latissimus dorsi musculocutaneous (eLDMC) flap, the volume of the flap decreases, which causes a secondary deformity of the breast shape. Since little research has investigated this decrease in muscle volume, the authors conducted an objective study to characterize the decrease in muscle volume after breast reconstruction using an eLDMC flap. METHODS: Research was conducted from October 2011 to November 2016. The subjects included 23 patients who underwent mastectomy due to breast cancer, received immediate reconstruction using an eLDMC flap without any adjuvant chemotherapy or radiotherapy, and received a computed tomography (CT) scan from days 7 to 10 after surgery and 6 to 8 months postoperatively. In 10 patients, an additional CT scan was conducted 18 months postoperatively. Axial CT scans were utilized to measure the volumetric change of the latissimus dorsi muscle during the follow-up period. RESULTS: In the 23 patients, an average decrease of 54.5% was observed in the latissimus dorsi muscle volume between the images obtained immediately postoperatively and the scans obtained 6 to 8 months after surgery. Ten patients showed an average additional decrease of 11.9% from 6–8 months to 18 months after surgery. CONCLUSIONS: We studied changes in the volume of the latissimus dorsi muscle after surgery using an eLDMC flap performed after a mastectomy without adjuvant chemotherapy or radiotherapy. In this study, we found that immediate breast reconstruction using a latissimus dorsi muscle flap led to a decrease in muscle volume of up to 50%.
Breast Neoplasms
;
Breast
;
Chemotherapy, Adjuvant
;
Congenital Abnormalities
;
Female
;
Follow-Up Studies
;
Humans
;
Mammaplasty
;
Mastectomy
;
Myocutaneous Flap
;
Radiotherapy
;
Superficial Back Muscles
;
Tomography, X-Ray Computed

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