Background: Suicide remains a significant global public health challenge, with hanging as the most prevalent suicide method in South Korea. This study aimed to determine diagnostic markers confirming suicidal hanging-associated deaths. Methods: In this prospective study, hemorrhages at the periosteal-clavicular origin of the sternocleidomastoid (SCM) muscles were compared among suicidal hanging, manual strangulation, and ligature strangulation cases. This study included 211 cases of suicide by hanging, and a control group of 50 individuals who underwent cardiopulmonary resuscitation but died of other causes. Additionally, nine cases of ligature strangulation and six cases of manual strangulation were analyzed. Postmortem examinations were conducted, and clavicular hemorrhages were histologically evaluated. Statistical analyses were performed using the χ2 test. Results: Hemorrhages at the periosteal-clavicular origin of the SCM were observed in 178 of the 211 hanging cases (84.4%). The highest frequency of clavicular hemorrhage was found in typical hanging cases with complete suspension. Among the 50 control cases, only three showed hemorrhages in the clavicular region, but these were extravasations in the adjoining soft tissue, not in the periosteum. In cases of manual and ligature strangulation, SCM hemorrhages were found within the muscle tissue and were not of periosteal-clavicular origin. Conclusion Hemorrhage at the periosteal-clavicular origin of the SCM is a significant finding in suicidal hanging and serves as a potential pathognomonic marker for confirming cases of suicidal hanging. The study revealed a statistically significant association between the type of hanging, completeness of body suspension, and the occurrence of these hemorrhages.Cardiopulmonary resuscitation does not cause a hemorrhage at this location.

Background: Suicide remains a significant global public health challenge, with hanging as the most prevalent suicide method in South Korea. This study aimed to determine diagnostic markers confirming suicidal hanging-associated deaths. Methods: In this prospective study, hemorrhages at the periosteal-clavicular origin of the sternocleidomastoid (SCM) muscles were compared among suicidal hanging, manual strangulation, and ligature strangulation cases. This study included 211 cases of suicide by hanging, and a control group of 50 individuals who underwent cardiopulmonary resuscitation but died of other causes. Additionally, nine cases of ligature strangulation and six cases of manual strangulation were analyzed. Postmortem examinations were conducted, and clavicular hemorrhages were histologically evaluated. Statistical analyses were performed using the χ2 test. Results: Hemorrhages at the periosteal-clavicular origin of the SCM were observed in 178 of the 211 hanging cases (84.4%). The highest frequency of clavicular hemorrhage was found in typical hanging cases with complete suspension. Among the 50 control cases, only three showed hemorrhages in the clavicular region, but these were extravasations in the adjoining soft tissue, not in the periosteum. In cases of manual and ligature strangulation, SCM hemorrhages were found within the muscle tissue and were not of periosteal-clavicular origin. Conclusion Hemorrhage at the periosteal-clavicular origin of the SCM is a significant finding in suicidal hanging and serves as a potential pathognomonic marker for confirming cases of suicidal hanging. The study revealed a statistically significant association between the type of hanging, completeness of body suspension, and the occurrence of these hemorrhages.Cardiopulmonary resuscitation does not cause a hemorrhage at this location.

Background: Suicide remains a significant global public health challenge, with hanging as the most prevalent suicide method in South Korea. This study aimed to determine diagnostic markers confirming suicidal hanging-associated deaths. Methods: In this prospective study, hemorrhages at the periosteal-clavicular origin of the sternocleidomastoid (SCM) muscles were compared among suicidal hanging, manual strangulation, and ligature strangulation cases. This study included 211 cases of suicide by hanging, and a control group of 50 individuals who underwent cardiopulmonary resuscitation but died of other causes. Additionally, nine cases of ligature strangulation and six cases of manual strangulation were analyzed. Postmortem examinations were conducted, and clavicular hemorrhages were histologically evaluated. Statistical analyses were performed using the χ2 test. Results: Hemorrhages at the periosteal-clavicular origin of the SCM were observed in 178 of the 211 hanging cases (84.4%). The highest frequency of clavicular hemorrhage was found in typical hanging cases with complete suspension. Among the 50 control cases, only three showed hemorrhages in the clavicular region, but these were extravasations in the adjoining soft tissue, not in the periosteum. In cases of manual and ligature strangulation, SCM hemorrhages were found within the muscle tissue and were not of periosteal-clavicular origin. Conclusion Hemorrhage at the periosteal-clavicular origin of the SCM is a significant finding in suicidal hanging and serves as a potential pathognomonic marker for confirming cases of suicidal hanging. The study revealed a statistically significant association between the type of hanging, completeness of body suspension, and the occurrence of these hemorrhages.Cardiopulmonary resuscitation does not cause a hemorrhage at this location.

Background: Suicide remains a significant global public health challenge, with hanging as the most prevalent suicide method in South Korea. This study aimed to determine diagnostic markers confirming suicidal hanging-associated deaths. Methods: In this prospective study, hemorrhages at the periosteal-clavicular origin of the sternocleidomastoid (SCM) muscles were compared among suicidal hanging, manual strangulation, and ligature strangulation cases. This study included 211 cases of suicide by hanging, and a control group of 50 individuals who underwent cardiopulmonary resuscitation but died of other causes. Additionally, nine cases of ligature strangulation and six cases of manual strangulation were analyzed. Postmortem examinations were conducted, and clavicular hemorrhages were histologically evaluated. Statistical analyses were performed using the χ2 test. Results: Hemorrhages at the periosteal-clavicular origin of the SCM were observed in 178 of the 211 hanging cases (84.4%). The highest frequency of clavicular hemorrhage was found in typical hanging cases with complete suspension. Among the 50 control cases, only three showed hemorrhages in the clavicular region, but these were extravasations in the adjoining soft tissue, not in the periosteum. In cases of manual and ligature strangulation, SCM hemorrhages were found within the muscle tissue and were not of periosteal-clavicular origin. Conclusion Hemorrhage at the periosteal-clavicular origin of the SCM is a significant finding in suicidal hanging and serves as a potential pathognomonic marker for confirming cases of suicidal hanging. The study revealed a statistically significant association between the type of hanging, completeness of body suspension, and the occurrence of these hemorrhages.Cardiopulmonary resuscitation does not cause a hemorrhage at this location.

Objectives: Sepsis is a leading global cause of mortality, and predicting its outcomes is vital for improving patient care. This study explored the capabilities of ChatGPT, a state-of-the-art natural language processing model, in predicting in-hospital mortality for sepsis patients. Methods: This study utilized data from the Korean Sepsis Alliance (KSA) database, collected between 2019 and 2021, focusing on adult intensive care unit (ICU) patients and aiming to determine whether ChatGPT could predict all-cause mortality after ICU admission at 7 and 30 days. Structured prompts enabled ChatGPT to engage in in-context learning, with the number of patient examples varying from zero to six. The predictive capabilities of ChatGPT-3.5-turbo and ChatGPT-4 were then compared against a gradient boosting model (GBM) using various performance metrics. Results: From the KSA database, 4,786 patients formed the 7-day mortality prediction dataset, of whom 718 died, and 4,025 patients formed the 30-day dataset, with 1,368 deaths. Age and clinical markers (e.g., Sequential Organ Failure Assessment score and lactic acid levels) showed significant differences between survivors and non-survivors in both datasets. For 7-day mortality predictions, the area under the receiver operating characteristic curve (AUROC) was 0.70–0.83 for GPT-4, 0.51–0.70 for GPT-3.5, and 0.79 for GBM. The AUROC for 30-day mortality was 0.51–0.59 for GPT-4, 0.47–0.57 for GPT-3.5, and 0.76 for GBM. Zero-shot predictions using GPT-4 for mortality from ICU admission to day 30 showed AUROCs from the mid-0.60s to 0.75 for GPT-4 and mainly from 0.47 to 0.63 for GPT-3.5. Conclusions GPT-4 demonstrated potential in predicting short-term in-hospital mortality, although its performance varied across different evaluation metrics.

Background and objectives: This study aimed to analyze and present updated trends in atrial fibrillation (AF) epidemiology within the Korean population, providing a foundation for planning and implementing appropriate management and treatment strategies for patients with AF. Patients and methods: We used the Korean National Health Insurance Service database to evaluate the prevalence, incidence, comorbidities, and clinical adverse outcomes of patients with AF in Korea between 2013 and 2022. Results: AF prevalence in Korean adults aged ≥ 20 years doubled (1.1 to 2.2%) between 2013 and 2022, with significant increases observed across various sex and age groups. Similarly, the number of newly diagnosed patients with AF per year increased steadily, with the incidence rising from 184 to 275 per 100,000 person-years, particularly among older populations. Over this period, the mean age of patients with AF increased from 67.7 to 70.3 years, and comorbidities prevalence and CHA2DS2-VASc score rose significantly, indicating a higher stroke risk. Compared with patients without AF, AF was associated with an increased risk of mortality (hazard ratio [HR]: 1.78), ischemic stroke (HR: 2.39), major bleeding (HR: 2.10), myocardial infarction (HR: 1.44), and heart failure admission (HR: 2.42). Conclusion AF prevalence and incidence have steadily increased between 2013 and 2022, with a more pronounced increase in older patients. Patients with AF are increasingly becoming a high-risk population and are at increased risk of clinical adverse outcomes compared to non-AF patients. Therefore, a sustained national effort to improve AF awareness and comprehensive care quality for patients with AF is required.

We aimed to develop evidence-based recommendations for treating axial spondylarthritis (axSpA) in Korea. The development committee was constructed, key clinical questions were determined, and the evidence was searched through online databases including MEDLINE, Embase, Cochrane, KoreaMed, and KMbase. Systematic literature reviews were conducted, quality of evidence was determined, and draft recommendations were formulated according to the Grading of Recommendations Assessment, Development, and Evaluations methodology. Recommendations that reached 80% consensus among a voting panel were finalized. Three principles and 21 recommendations were determined. Recommendations 1 and 2 pertain to treatment strategies, regular disease status assessment, and rheumatologist-steered multidisciplinary management. Recommendations 3 and 4 strongly recommend patient education, exercise, and smoking cessation. Recommendations 5~12 address pharmacological treatment of active disease using nonsteroidal anti-inflammatory drugs, glucocorticoids, sulfasalazine, biologics, and Janus kinase inhibitors.Recommendations 13~16 address treatment in stable disease. We suggest against spa and acupuncture as therapies (Recommendation 17). Recommendations 18 and 19 pertain to total hip arthroplasty and spinal surgery. Monitoring of comorbidities and drug toxicities are recommended (Recommendations 20 and 21). Recommendations for axSpA treatment in a Korean context were developed based on comprehensive clinical questions and evidence. These are intended to guide best practice in the treatment of axSpA.

We aimed to develop evidence-based recommendations for treating axial spondylarthritis (axSpA) in Korea. The development committee was constructed, key clinical questions were determined, and the evidence was searched through online databases including MEDLINE, Embase, Cochrane, KoreaMed, and Kmbase. Systematic literature reviews were conducted, quality of evidence was determined, and draft recommendations were formulated according to the Grading of Recommendations Assessment, Development, and Evaluations methodology. Recommendations that reached 80% consensus among a voting panel were finalized. Three principles and 21 recommendations were determined. Recommendations 1 and 2 pertain to treatment strategies, regular disease status assessment, and rheumatologist-steered multidisciplinary management. Recommendations 3 and 4 strongly recommend patient education, exercise, and smoking cessation. Recommendations 5–12 address pharmacological treatment of active disease using nonsteroidal anti-inflammatory drugs, glucocorticoids, sulfasalazine, biologics, and Janus kinase inhibitors. Recommendations 13–16 address treatment in stable disease. We suggest against spa and acupuncture as therapies (Recommendation 17). Recommendations 18 and 19 pertain to total hip arthroplasty and spinal surgery. Monitoring of comorbidities and drug toxicities are recommended (Recommendations 20 and 21). Recommendations for axSpA treatment in a Korean context were developed based on comprehensive clinical questions and evidence. These are intended to guide best practice in the treatment of axSpA.