1.Development of an Automatic Pill Image Data Generation System
Juhui LEE ; Soyoon KWON ; Jong Hoon KIM ; Kwang Gi KIM
Healthcare Informatics Research 2023;29(1):84-88
Objectives:
Since the easiest way to identify pills and obtain information about them is to distinguish them visually, many studies on image processing technology exist. However, no automatic system for generating pill image data has yet been developed. Therefore, we propose a system for automatically generating image data by taking pictures of pills from various angles. This system is referred to as the pill filming system in this paper.
Methods:
We designed the pill filming system to have three components: structure, controller, and a graphical user interface (GUI). This system was manufactured with black polylactic acid using a 3D printer for lightweight and easy manufacturing. The mainboard controls data storage, and the entire process is managed through the GUI. After one reciprocating movement of the seesaw, the web camera at the top shoots the target pill on the stage. This image is then saved in a specific directory on the mainboard.
Results:
The pill filming system completes its workflow after generating 300 pill images. The total time to collect data per pill takes 21 minutes and 25 seconds. The generated image size is 1280 × 960 pixels, the horizontal and vertical resolutions are both 96 DPI (dot per inch), and the file extension is .jpg.
Conclusions
This paper proposes a system that can automatically generate pill image data from various angles. The pill observation data from various angles include many cases. In addition, the data collected in the same controlled environment have a uniform background, making it easy to process the images. Large quantities of high-quality data from the pill filming system can contribute to various studies using pill images.
2.Old Abdominal Pregnancy Presenting as an Ovarian Neoplasm.
Mi Suk KIM ; Soyoon PARK ; Tae Sung LEE
Journal of Korean Medical Science 2002;17(2):274-275
Abdominal pregnancy is extremely rare, but even more unusual is the prolonged retention of an advanced abdominal pregnancy with lithopedion formation. The presentation of lithopedion as an ovarian tumor without a symptom has not been reported in Korea. A 63-yr-old, gravida 2, para 1, woman was referred to us with an abominal mass. Pelvic examination revealed normal postmenopaused uterus and a fetal head-sized movable hard mass in the lower abdomen. The computed tomographic scan showed a densely echogenic mass of 10-cm in diameter as an ovarian neoplasm. Laparotomy disclosed a lithopedion, of which the bones and cartilages were well preserved. There have been controversies on the treatment of lithopedion. Although some cases are stable for a long time, the morbidity increases when the operation is performed in an elderly patient. So we believe that the surgical intervention should be done as soon as possible after thorough consideration of the morbidity and the risk.
Female
;
Humans
;
Middle Aged
;
Ovarian Neoplasms/*etiology/radiography/surgery
;
Pregnancy
;
Pregnancy, Abdominal/radiography/*surgery
;
Tomography, X-Ray Computed/methods
3.Upregulated Neuro-oncological Ventral Antigen 1 (NOVA1) Expression Is Specific to Mature and Immature T- and NK-Cell Lymphomas.
Eun Kyung KIM ; Sun Och YOON ; Soo Hee KIM ; Woo Ick YANG ; Yoon Ah CHO ; Soo Jeong KIM
Journal of Pathology and Translational Medicine 2016;50(2):104-112
BACKGROUND: Recent studies have revealed that the splicing factor neuro-oncological ventral antigen 1 (NOVA1) is enriched in fibroblasts and accumulated T cells of tertiary lymphoid structures. In the present study, we investigated NOVA1 expression in various subtypes of mature and immature T- and natural killer (NK)-cell lymphomas as well as in various B-cell lymphoma subtypes. METHODS: NOVA1 immunoexpression was evaluated in hyperplastic palatine tonsils (n = 20), T- and NK-cell lymphomas (n = 177), diffuse large B-cell lymphomas (n = 151), and other types of B cell lymphomas (n = 31). Nuclear staining intensity and percentage of positive tumor cells were graded. NOVA1 mRNA expression was analyzed in various lymphoma cell lines. RESULTS: Tumor cells of T- and NK-cell lymphomas showed higher expression levels of NOVA1 than did normal paracortical T cells, and 56.5% of T- and NK-cell lymphoma cases showed diffuse and strong expression. The NOVA1 expression level varied according to the subtype; it was higher in angioimmunoblastic T-cell lymphoma, anaplastic lymphoma kinase (ALK)-negative anaplastic large cell lymphoma (ALCL), and T lymphoblastic leukemia/lymphoma (T-LBL), but it was lower in ALK-positive ALCL. In almost all B-cell lymphomas, NOVA1 expression was very low or negative. NOVA1 mRNA was also expressed in Jurkat, a T-LBL cell line. CONCLUSIONS: The present findings suggest that NOVA1 upregulation may be involved in certain subtypes of T- and NK-cell lymphomas, but not in B-cell lymphomas. Upregulated NOVA1 expression seems to be a specific biological feature of activated T cells such as T- and NK-cell lymphomas.
Cell Line
;
Fibroblasts
;
Lymphoma*
;
Lymphoma, B-Cell
;
Lymphoma, Large-Cell, Anaplastic
;
Lymphoma, T-Cell
;
Palatine Tonsil
;
Phosphotransferases
;
RNA, Messenger
;
T-Lymphocytes
;
Up-Regulation
4.The Study on Target Refraction to Improve Visual Quality in Patients Implanted with Multifocal IOL.
Journal of the Korean Ophthalmological Society 2012;53(2):223-229
PURPOSE: To study target refraction to improve visual quality in patients implanted with ReSTOR(R) SN6AD1 IOL (intraocular lens). METHODS: This study included 128 patients (160 eyes) that had undergone cataract surgery and who had a far visual acuity score higher than 0.8 after 6 months. These patients were divided into 4 groups. The uncorrected visual acuity (UCVA) at far and near were greater than 0.8 and better than J1 in the first group (Group 1), greater than 0.8 and worse than J1 in the second group (Group 2), less than 0.8 and better than J1 in the third group (Group 3) and less than 0.8 and worse than J1 in the last group (Group 4). We also compared the postoperative refractive errors of the four groups. RESULTS: At 6 months postoperatively, the spherical equivalent (SE) was -0.12 +/- 0.51 in Group 1, 0.08 +/- 0.54 in Group 2, -0.60 +/- 0.60 in Group 3 and 0.02 +/- 0.73 in Group 4. The SE value of Group 3 was significantly different compared to those of the other groups. Groups 1 and 3 who had better visual acuity at near distance show a negative value of SE, and Groups 3 and 4 who had worse visual acuity at far distance contained more individuals with an absolute value of SE greater than 0.5 compared to those in Groups 1 and 2. CONCLUSIONS: The refractive power in multifocal IOL insertion is different from that used in monofocal IOL insertion. As the SE indicates a greater myopic shift, the visual acuity is better at near distance, and, when the absolute value of SE is greater than 0.5, the visual acuity at far distance is decreased.
Cataract
;
Humans
;
Refractive Errors
;
Visual Acuity
5.One Year Follow-Up of COVID-19 Related Symptoms and Patient Quality of Life: A Prospective Cohort Study
Yoonjung KIM ; Shin-Woo KIM ; Hyun-Ha CHANG ; Ki Tae KWON ; Soyoon HWANG ; Sohyun BAE
Yonsei Medical Journal 2022;63(6):499-510
Purpose:
Globally, concerns have grown regarding the long-term effects of novel coronavirus disease (COVID-19) infection. Therefore, we evaluated the long-term course of persistent symptoms and patient quality of life.
Materials and Methods:
This prospective cohort study was conducted at a single tertiary university hospital from August 31, 2020 to March 29, 2021 with adult patients followed at 6 and 12 months after acute COVID-19 symptom onset or diagnosis. Clinical characteristics, self-reported symptoms, EuroQol 5 dimension 5 level (EQ5D-5L) index scores, Korean version of the Patient Health Questionnaire-9 (PHQ-9), Korean version of the Posttraumatic Stress Disorder Checklist-5 (PCL-5-K), and Generalized Anxiety Disorder-7 (GAD-7) were investigated. Symptom persistent or non-persistent groups were defined according to persistency of COVID-19 related symptoms or signs after acute COVID-19 infection, respectively.
Results:
Of all 235 patients, 170 (64.6%) patients were eligible for analysis. The median age was 51 (interquartile range, 37–61) years old, and 102 patients were female (60.0%). After 12 months from acute COVID-19 infection, in total, 83 (48.8%) patients still suffered from COVID-19-related symptoms. The most common symptoms included amnesia (24.1%), insomnia (14.7%), fatigue (13.5%), and anxiety (12.9%). Among the five EQ5D-5L categories, the average value of anxiety or depression was the most predominant. PHQ-9 and PCL-5-K scores were statistically higher in the COVID-19–related symptom persistent group than the non-persistent group (p=0.001). However, GAD-7 scores showed no statistical differences between the two groups (p=0.051).
Conclusion
Neuropsychiatric symptoms were the major COVID-19–related symptoms after 12 months from acute COVID-19 infection, reducing quality of life.
6.Significance and Associated Factors of Long-Term Sequelae in Patients after Acute COVID-19 Infection in Korea
Yoonjung KIM ; Shin-Woo KIM ; Hyun-Ha CHANG ; Ki Tae KWON ; Sohyun BAE ; Soyoon HWANG
Infection and Chemotherapy 2021;53(3):463-476
Background:
As the coronavirus disease 2019 (COVID-19) pandemic has progressed, there has been a growing awareness of the long-term impacts of the COVID-19 infection. However, until recently, there was no published study that investigated COVID-19-related sequelae and related factors for greater than six months from the onset of COVID-19 symptoms or the time of COVID-19 diagnosis in Korea.
Materials and Methods:
Online survey and statistical analysis were conducted by Kyungpook National University Hospital on 5,252 patients diagnosed as COVID-19 between February 18, 2020 and March 14, 2020. Responders aged between 16 and 70 years were included. Longterm sequelae were defined as persistent symptoms or signs ≥ 6 months after acute COVID-19 infection. The survey was conducted from September 8, 2020 to September 10, 2020.Clinical characteristics and self-reported clinical sequelae of the responders were analyzed to investigate the prevalence and factors associated with sequelae using descriptive and multivariate logistic regression analysis.
Results:
The median period from the date of the first symptom onset or COVID-19 diagnosis to the time of the survey was 195 (interquartile range [IQR] 191 - 200) days. The response rate was 17.1% (900 out of 5,252). The median age was 31 (IQR 24.0 - 47.0) years old, and 627 responders were female (69.7%). Regarding the disease severity, 29 (3.2%) were asymptomatic, 763 (84.8%) mild, 86 (9.6%) moderate, 17 (1.9%) severe, and 5 (0.6%) critical. In total, 591 (65.7%) responders suffered from COVID-19-related long-term sequelae and 78 (8.6%) responders were receiving outpatient treatment for COVID-19-related long-term sequelae. The most common symptoms identified during the isolation period were anosmia and ageusia at 44.5% and 43.5%, respectively. Fatigue was the most common long-term sequelae, accounting for 253 (26.2%) responders, followed by concentration difficulty, amnesia, cognitive dysfunction, anxiety, and depression, which accounted for over 20%. Female gender was identified as the factor associated with mental and psychological long-term sequelae (P <0.05).
Conclusion
The results showed that the rate of COVID-19-related long-term sequelae was 65.7%. The most common long-term sequela was fatigue. The risk factor identified was female gender. It was found that the long-term sequelae had various manifestations, including mental and psychological aspects. To improve the care of COVID-19 recovered patients with COVID-19-related long-term sequelae, the participation of a comprehensive and an interdisciplinary group of researchers is required.
7.Significance and Associated Factors of Long-Term Sequelae in Patients after Acute COVID-19 Infection in Korea
Yoonjung KIM ; Shin-Woo KIM ; Hyun-Ha CHANG ; Ki Tae KWON ; Sohyun BAE ; Soyoon HWANG
Infection and Chemotherapy 2021;53(3):463-476
Background:
As the coronavirus disease 2019 (COVID-19) pandemic has progressed, there has been a growing awareness of the long-term impacts of the COVID-19 infection. However, until recently, there was no published study that investigated COVID-19-related sequelae and related factors for greater than six months from the onset of COVID-19 symptoms or the time of COVID-19 diagnosis in Korea.
Materials and Methods:
Online survey and statistical analysis were conducted by Kyungpook National University Hospital on 5,252 patients diagnosed as COVID-19 between February 18, 2020 and March 14, 2020. Responders aged between 16 and 70 years were included. Longterm sequelae were defined as persistent symptoms or signs ≥ 6 months after acute COVID-19 infection. The survey was conducted from September 8, 2020 to September 10, 2020.Clinical characteristics and self-reported clinical sequelae of the responders were analyzed to investigate the prevalence and factors associated with sequelae using descriptive and multivariate logistic regression analysis.
Results:
The median period from the date of the first symptom onset or COVID-19 diagnosis to the time of the survey was 195 (interquartile range [IQR] 191 - 200) days. The response rate was 17.1% (900 out of 5,252). The median age was 31 (IQR 24.0 - 47.0) years old, and 627 responders were female (69.7%). Regarding the disease severity, 29 (3.2%) were asymptomatic, 763 (84.8%) mild, 86 (9.6%) moderate, 17 (1.9%) severe, and 5 (0.6%) critical. In total, 591 (65.7%) responders suffered from COVID-19-related long-term sequelae and 78 (8.6%) responders were receiving outpatient treatment for COVID-19-related long-term sequelae. The most common symptoms identified during the isolation period were anosmia and ageusia at 44.5% and 43.5%, respectively. Fatigue was the most common long-term sequelae, accounting for 253 (26.2%) responders, followed by concentration difficulty, amnesia, cognitive dysfunction, anxiety, and depression, which accounted for over 20%. Female gender was identified as the factor associated with mental and psychological long-term sequelae (P <0.05).
Conclusion
The results showed that the rate of COVID-19-related long-term sequelae was 65.7%. The most common long-term sequela was fatigue. The risk factor identified was female gender. It was found that the long-term sequelae had various manifestations, including mental and psychological aspects. To improve the care of COVID-19 recovered patients with COVID-19-related long-term sequelae, the participation of a comprehensive and an interdisciplinary group of researchers is required.
9.New Scoring System for Predicting Mortality in Patients with COVID-19
Sohyun BAE ; Yoonjung KIM ; Soyoon HWANG ; Ki Tae KWON ; Hyun-Ha CHANG ; Shin-Woo KIM
Yonsei Medical Journal 2021;62(9):806-813
Purpose:
We aimed to develop a novel mortality scoring system for inpatients with COVID-19 based on simple demographic factors and laboratory findings.
Materials and Methods:
We reviewed and analyzed data from patients who were admitted and diagnosed with COVID-19 at 10 hospitals in Daegu, South Korea, between January and July 2020. We randomized and assigned patients to the development and validation groups at a 70% to 30% ratio. Each point scored for selected risk factors helped build a new mortality scoring system using Cox regression analysis. We evaluated the accuracy of the new scoring system in the development and validation groups using the area under the curve.
Results:
The development group included 1232 patients, whereas the validation group included 528 patients. In the development group, predictors for the new scoring system as selected by Cox proportional hazards model were age ≥70 years, diabetes, chronic kidney disease, dementia, C-reactive protein levels >4 mg/dL, infiltration on chest X-rays at the initial diagnosis, and the need for oxygen support on admission. The areas under the curve for the development and validation groups were 0.914 [95% confidence interval (CI) 0.891–0.937] and 0.898 (95% CI 0.854–0.941), respectively. According to our scoring system, COVID-19 mortality was 0.4% for the low-risk group (score 0–3) and 53.7% for the very high-risk group (score ≥11).
Conclusion
We developed a new scoring system for quickly and easily predicting COVID-19 mortality using simple predictors. This scoring system can help physicians provide the proper therapy and strategy for each patient.
10.New Scoring System for Predicting Mortality in Patients with COVID-19
Sohyun BAE ; Yoonjung KIM ; Soyoon HWANG ; Ki Tae KWON ; Hyun-Ha CHANG ; Shin-Woo KIM
Yonsei Medical Journal 2021;62(9):806-813
Purpose:
We aimed to develop a novel mortality scoring system for inpatients with COVID-19 based on simple demographic factors and laboratory findings.
Materials and Methods:
We reviewed and analyzed data from patients who were admitted and diagnosed with COVID-19 at 10 hospitals in Daegu, South Korea, between January and July 2020. We randomized and assigned patients to the development and validation groups at a 70% to 30% ratio. Each point scored for selected risk factors helped build a new mortality scoring system using Cox regression analysis. We evaluated the accuracy of the new scoring system in the development and validation groups using the area under the curve.
Results:
The development group included 1232 patients, whereas the validation group included 528 patients. In the development group, predictors for the new scoring system as selected by Cox proportional hazards model were age ≥70 years, diabetes, chronic kidney disease, dementia, C-reactive protein levels >4 mg/dL, infiltration on chest X-rays at the initial diagnosis, and the need for oxygen support on admission. The areas under the curve for the development and validation groups were 0.914 [95% confidence interval (CI) 0.891–0.937] and 0.898 (95% CI 0.854–0.941), respectively. According to our scoring system, COVID-19 mortality was 0.4% for the low-risk group (score 0–3) and 53.7% for the very high-risk group (score ≥11).
Conclusion
We developed a new scoring system for quickly and easily predicting COVID-19 mortality using simple predictors. This scoring system can help physicians provide the proper therapy and strategy for each patient.