Background: and Purpose Accurate classification of ischemic stroke subtype is important for effective secondary prevention of stroke. We used diffusion-weighted image (DWI) and atrial fibrillation (AF) data to train a deep learning algorithm to classify stroke subtype. Methods: Model development was done in 2,988 patients with ischemic stroke from three centers by using U-net for infarct segmentation and EfficientNetV2 for subtype classification. Experienced neurologists (n=5) determined subtypes for external test datasets, while establishing a consensus for clinical trial datasets. Automatically segmented infarcts were fed into the model (DWI-only algorithm). Subsequently, another model was trained, with AF included as a categorical variable (DWI+AF algorithm). These models were tested: (1) internally against the opinion of the labeling experts, (2) against fresh external DWI data, and (3) against clinical trial dataset. Results: In the training-and-validation datasets, the mean (±standard deviation) age was 68.0±12.5 (61.1% male). In internal testing, compared with the experts, the DWI-only and the DWI+AF algorithms respectively achieved moderate (65.3%) and near-strong (79.1%) agreement. In external testing, both algorithms again showed good agreements (59.3%–60.7% and 73.7%–74.0%, respectively). In the clinical trial dataset, compared with the expert consensus, percentage agreements and Cohen’s kappa were respectively 58.1% and 0.34 for the DWI-only vs. 72.9% and 0.57 for the DWI+AF algorithms. The corresponding values between experts were comparable (76.0% and 0.61) to the DWI+AF algorithm. Conclusion Our model trained on a large dataset of DWI (both with or without AF information) was able to classify ischemic stroke subtypes comparable to a consensus of stroke experts.

Background: Given the expanding clinical use of poly(adenosine diphosphate [ADP]-ribose) polymerase inhibitors (PARPis), there is a significant need for optimal strategies with which to treat patients whose cancer progresses while using a PARPi. However, the treatment consensus after PARPi has not been established. The aim of the Korean Gynecologic Oncology Group (KGOG) 3056/NIRVANA-R trial is to investigate the efficacy of niraparib in combination with bevacizumab as a maintenance therapy in platinum-sensitive ovarian cancer patients who were previously treated with a PARPi. Methods The KGOG 3056/NIRVANA-R is a multi-centre, investigator-initiated, single-arm, phase II trial of patients with platinum-sensitive recurrent ovarian cancer recruited from seven KGOG sites. This study included patients with platinum-sensitive recurrent epithelial ovarian cancer who received at least 2 previous courses of platinum-containing therapy and had been treated with a PARPi. Mucinous histology type was excluded. Patients who had responded to the last platinum regimen (either complete or partial response) were eligible to participate in this study. Forty-four patients will be recruited. All enrolled patients are treated with niraparib and bevacizumab for maintenance therapy until disease progression, unacceptable toxicity, or withdrawal of patient consent. The primary endpoint of the study is 6-month progression-free survival rate. Accrual is expected to be completed in 2022, followed by presentation of results in 2023.

Objective: This study investigated the current work status of emergency medical services (EMS) personnel and the differences in perception between EMS personnel and medical directors (MD) regarding on-line medical oversight in a province. Methods: A total of 1,781 EMS personnel and 51 medical directors were surveyed. The questionnaire consisted of the basic demographic data, work status, perception of on-line medical oversight, and the upcoming national pilot project of the expanding firefighter EMS personnel’s clinical scope. The survey was conducted from May 17 to 27, 2019. Results: The response rates for EMS personnel and MD were 73.7% and 65.3%, respectively. Of the local EMS personnel, 86.8% were male. The average age and field career was 33.5±6.2 years and 50 months, respectively. The proportion of nurse and 1st-grade emergency medical technicians were 30.6% and 35.7%. The EMS personnel and MD answered ‘on-scene basic life support’ and ‘patient’s refusal of transport’, respectively, as the most unnecessary medical oversight. Both responded to the main problem of current medical oversight as ‘request for unnecessary medical oversight.’ EMS personnel responded that all items in the national pilot project of expanding firefighter EMS personnel’s clinical scope would be helpful, while MD reported that only ‘use of epinephrine in anaphylactic patient’ and ‘use of pre-hospital 12 lead electrocardiogram in chest pain patient’ would helpful (P<0.01). Conclusion There was a certain difference in perception of the most unnecessary medical oversight and the upcoming national pilot project of expanding the clinical scope of firefighter EMS personnel between EMS personnel and MD.

Objective: This study investigated the current work status of emergency medical services (EMS) personnel and the differences in perception between EMS personnel and medical directors (MD) regarding on-line medical oversight in a province. Methods: A total of 1,781 EMS personnel and 51 medical directors were surveyed. The questionnaire consisted of the basic demographic data, work status, perception of on-line medical oversight, and the upcoming national pilot project of the expanding firefighter EMS personnel’s clinical scope. The survey was conducted from May 17 to 27, 2019. Results: The response rates for EMS personnel and MD were 73.7% and 65.3%, respectively. Of the local EMS personnel, 86.8% were male. The average age and field career was 33.5±6.2 years and 50 months, respectively. The proportion of nurse and 1st-grade emergency medical technicians were 30.6% and 35.7%. The EMS personnel and MD answered ‘on-scene basic life support’ and ‘patient’s refusal of transport’, respectively, as the most unnecessary medical oversight. Both responded to the main problem of current medical oversight as ‘request for unnecessary medical oversight.’ EMS personnel responded that all items in the national pilot project of expanding firefighter EMS personnel’s clinical scope would be helpful, while MD reported that only ‘use of epinephrine in anaphylactic patient’ and ‘use of pre-hospital 12 lead electrocardiogram in chest pain patient’ would helpful (P<0.01). Conclusion There was a certain difference in perception of the most unnecessary medical oversight and the upcoming national pilot project of expanding the clinical scope of firefighter EMS personnel between EMS personnel and MD.

BACKGROUND/AIMS: Although the association between intrapulmonary shunt (IPS) and liver cirrhosis is clear, data of repeated contrast echocardiography (CE) before and after liver transplantation (LT) to evaluate factors associated with IPS are limited. METHODS: Hand-agitated saline was used for CE and, by assessing left-chamber opacification, IPS was classified as grade 0 to 4. Grade 3/4 constituted significant IPS and hepatopulmonary syndrome (HPS) was defined as significant IPS with the arterial partial pressure of oxygen < 70 mmHg. RESULTS: Before LT, 253 patients underwent CE and the frequency of significant IPS and HPS were 44% (n = 112) and 7% (n = 17), respectively. Child-Pugh score (odds ratio [OR], 1.345; 95% confidence interval [CI], 1.090 to 1.660; p = 0.006) and arterial oxygen content (OR, 0.838; 95% CI, 0.708 to 0.991; p = 0.039) were independent determinants of significant IPS, whereas direct bilirubin (OR, 1.076; 95% CI, 1.012 to 1.144; p = 0.019) was the only variable associated with HPS. Among 153 patients who underwent successful LT, repeated CE was performed in 97 (63%), which showed significant reductions in IPS grade (from 2.6 ± 1.0 to 1.2 ± 1.3, p < 0.001) and the prevalence of significant IPS (from 56% to 20%, p = 0.038). After adjustment for pre-LT IPS grade, time from LT to repeated CE presented negative linear relationship with post-LT IPS grade (r2 = 0.366, p < 0.001) and was the only determinant of post-LT IPS grade (OR, 1.009; 95% CI, 1.003 to 1.014; p = 0.004). CONCLUSIONS Repeated CE is useful to evaluate intrapulmonary vascular change before and after LT. Reversal of IPS after successful LT is time-dependent and follow-up duration should be considered for accurate assessment of IPS after LT.

“Clinical Practice Guideline for Stroke Rehabilitation in Korea 2016” is the 3rd edition of clinical practice guideline (CPG) for stroke rehabilitation in Korea, which updates the 2nd edition published in 2014. Forty-two specialists in stroke rehabilitation from 21 universities and 4 rehabilitation hospitals and 4 consultants participated in this update. The purpose of this CPG is to provide optimum practical guidelines for stroke rehabilitation teams to make a decision when they manage stroke patients and ultimately, to help stroke patients obtain maximal functional recovery and return to the society. The recent two CPGs from Canada (2015) and USA (2016) and articles that were published following the 2nd edition were used to develop this 3rd edition of CPG for stroke rehabilitation in Korea. The chosen articles' level of evidence and grade of recommendation were decided by the criteria of Scotland (2010) and the formal consensus was derived by the nominal group technique. The levels of evidence range from 1++ to 4 and the grades of recommendation range from A to D. Good Practice Point was recommended as best practice based on the clinical experience of the guideline developmental group. The draft of the developed CPG was reviewed by the experts group in the public hearings and then revised. “Clinical Practice Guideline for Stroke Rehabilitation in Korea 2016” consists of ‘Chapter 1; Introduction of Stroke Rehabilitation’, ‘Chapter 2; Rehabilitation for Stroke Syndrome, ‘Chapter 3; Rehabilitation for Returning to the Society’, and ‘Chapter 4; Advanced Technique for Stroke Rehabilitation’. “Clinical Practice Guideline for Stroke Rehabilitation in Korea 2016” will provide direction and standardization for acute, subacute and chronic stroke rehabilitation in Korea.
Canada ; Consensus ; Consultants ; Humans ; Korea* ; Practice Guidelines as Topic ; Rehabilitation* ; Scotland ; Specialization ; Stroke*

BACKGROUND/AIMS: Oxidative stress plays an important role in the pathogenesis and progression of diabetic complications and antagonists of renin-angiotensin system and amlodipine have been reported previously to reduce oxidative stress. In this study, we compared the changes in oxidative stress markers after valsartan and amlodipine treatment in type 2 diabetic patients with hypertension and compared the changes in metabolic parameters. METHODS: Type 2 diabetic subjects with hypertension 30 to 80 years of age who were not taking antihypertensive drugs were randomized into either valsartan (n = 33) or amlodipine (n = 35) groups and treated for 24 weeks. We measured serum nitrotyrosine levels as an oxidative stress marker. Metabolic parameters including serum glucose, insulin, lipid profile, and urine albumin and creatinine were also measured. RESULTS: After 24 weeks of valsartan or amlodipine treatment, systolic and diastolic blood pressure decreased, with no significant difference between the groups. Both groups showed a decrease in serum nitrotyrosine (7.74 ± 7.30 nmol/L vs. 3.95 ± 4.07 nmol/L in the valsartan group and 8.37 ± 8.75 nmol/L vs. 2.68 ± 2.23 nmol/L in the amlodipine group) with no significant difference between the groups. Other parameters including glucose, lipid profile, albumin-to-creatinine ratio, and homeostasis model assessment of insulin resistance showed no significant differences before and after treatment in either group. CONCLUSIONS: Valsartan and amlodipine reduced the oxidative stress marker in type 2 diabetic patients with hypertension.
Amlodipine* ; Antihypertensive Agents ; Blood Glucose ; Blood Pressure ; Creatinine ; Diabetes Complications ; Diabetes Mellitus, Type 2 ; Glucose ; Homeostasis ; Humans ; Hypertension* ; Insulin ; Insulin Resistance ; Oxidative Stress* ; Renin-Angiotensin System ; Valsartan*

BACKGROUND/AIMS: Oxidative stress plays an important role in the pathogenesis and progression of diabetic complications and antagonists of renin-angiotensin system and amlodipine have been reported previously to reduce oxidative stress. In this study, we compared the changes in oxidative stress markers after valsartan and amlodipine treatment in type 2 diabetic patients with hypertension and compared the changes in metabolic parameters. METHODS: Type 2 diabetic subjects with hypertension 30 to 80 years of age who were not taking antihypertensive drugs were randomized into either valsartan (n = 33) or amlodipine (n = 35) groups and treated for 24 weeks. We measured serum nitrotyrosine levels as an oxidative stress marker. Metabolic parameters including serum glucose, insulin, lipid profile, and urine albumin and creatinine were also measured. RESULTS: After 24 weeks of valsartan or amlodipine treatment, systolic and diastolic blood pressure decreased, with no significant difference between the groups. Both groups showed a decrease in serum nitrotyrosine (7.74 ± 7.30 nmol/L vs. 3.95 ± 4.07 nmol/L in the valsartan group and 8.37 ± 8.75 nmol/L vs. 2.68 ± 2.23 nmol/L in the amlodipine group) with no significant difference between the groups. Other parameters including glucose, lipid profile, albumin-to-creatinine ratio, and homeostasis model assessment of insulin resistance showed no significant differences before and after treatment in either group. CONCLUSIONS: Valsartan and amlodipine reduced the oxidative stress marker in type 2 diabetic patients with hypertension.
Amlodipine* ; Antihypertensive Agents ; Blood Glucose ; Blood Pressure ; Creatinine ; Diabetes Complications ; Diabetes Mellitus, Type 2 ; Glucose ; Homeostasis ; Humans ; Hypertension* ; Insulin ; Insulin Resistance ; Oxidative Stress* ; Renin-Angiotensin System ; Valsartan*

BACKGROUND: The objective of this study was to examine the usefulness of blood cultures and radiologic imaging studies for developing therapeutic strategies in community-acquired acute pyelonephritis (CA-APN) patients. MATERIALS AND METHODS: We prospectively collected the clinical data of CA-APN patients who visited 11 hospitals from March 2010 to February 2011. RESULTS: Positive urine and blood cultures were obtained in 69.3% (568/820) and 42.7% (277/648), respectively, of a total of 827 CA-APN patients. Blood culture identified the urinary pathogen in 60 of 645 (9.3%) patients for whom both urine and blood cultures were performed; the organisms isolated from urine were inconsistent with those from blood in 11 and only blood cultures were positive in 49 patients. Final clinical failure was more common in the bacteremic patients than the non-bacteremic ones (8.0% vs. 2.7%, P = 0.003), as was hospital mortality (3.6% vs. 0.3%, P = 0.003). Likewise, durations of hospitalization and fever were significantly longer. Bacteremia was independent risk factor for mortality (OR 9.290, 1.145-75.392, P = 0.037). With regard to radiologic studies, the detection rate of APN was 84.4% (445/527) by abdominal computed tomography and 40% (72/180) by abdominal ultrasonography. Eighty-one of 683 patients (11.9%) were found to have renal abscess, perinephric abscess, urolithiasis, hydronephorosis/hydroureter or emphysematous cystitis, which could potentially impact on clinical management. Patients with Pitt score ≥ 1, flank pain or azotemia were significantly more likely to have such structural abnormalities. CONCLUSION: Blood cultures are clinically useful for diagnosis of CA-APN, and bacteremia is predictive factor for hospital mortality. Early radiologic imaging studies should be considered for CA-APN patients with Pitt scores ≥1, flank pain or azotemia.
Abscess ; Azotemia ; Bacteremia ; Cystitis ; Diagnosis ; Diagnostic Imaging ; Fever ; Flank Pain ; Hospital Mortality ; Hospitalization ; Humans ; Mortality ; Prospective Studies ; Pyelonephritis* ; Risk Factors ; Ultrasonography ; Urolithiasis

PURPOSE: Allergic rhinitis (AR) is one of the most common childhood diseases in Korea. In this study, we aimed to investigate the prevalence and allergens of childhood AR in Gwangju. METHODS: From April 2013 to September 2013 in Gwangju, skin prick test and questionnaire survey were performed targeting 2,330 children in total (350 kindergartners, 930 elementary school students, 589 middle school students, and 461 high school students). RESULTS: The overall prevalence of AR was 23.5% (female 21.3%, male 26.1%). According to age groups, prevalence of AR was 14.9% (female 10.7%, male 19.8%) in kindergartners, 24.5% (female 18.8%, male 29.4%) in elementary school students, 23.3% (female 18.1%, male 27.6%) in middle school students, 26.2% (female 27.7%, male 23.2%) in high school students. The most common allergen was Dermatophagoides pteronyssinus (79.7%), followed by Dermatophagoides farina (72.2%), birch (14.0%), alder (12.0%), Japanese hop (9.2%), Alternaria (8.9%), cat fur (7.2%), Japanese cedar (6.9%), ryegrass (6.6%), willow (6.0%), pine (5.4%), oak (4.9%), mugwort (4.3%), orchard grass (4.0%), sheep fescue (3.7%), fat hen (3.4%), ragweed (3.4%), and maple (3.4%). CONCLUSION: This research figures out the prevalence and the detailed allergens of AR in Gwangju children. We suggest that more vegetation data of Japanese cedar should be surveyed in recent future.
Acer ; Adolescent* ; Allergens* ; Alnus ; Alternaria ; Ambrosia ; Animals ; Artemisia ; Asian Continental Ancestry Group ; Betula ; Cats ; Child* ; Cryptomeria ; Dactylis ; Dermatophagoides pteronyssinus ; Gwangju ; Humans ; Humulus ; Korea ; Lolium ; Male ; Prevalence* ; Pyroglyphidae ; Rhinitis* ; Salix ; Sheep ; Skin ; Surveys and Questionnaires