Neonatal chylothorax is a potentially fatal respiratory condition caused by a congenital or traumatic etiology. Conventional therapies, such as fasting, total parenteral nutrition, and intravenous octreotide, are generally successful in such cases; however, more invasive therapeutic measures, such as pleurodesis, should be considered in refractory cases. This case report presents two preterm infants with refractory chylothorax who were non-responsive to conventional treatment but were successfully managed using hypertonic glucose pleurodesis. The first case was that of a female infant born at 24+5 weeks of gestation (585 g) and diagnosed with postsurgical chylothorax at 68 days of life. Even after the initiation of fasting and intravenous octreotide administration, pleural drainage did not reduce. Therefore, the patient underwent three intermittent procedures of 50% glucose pleurodesis, which resulted in the resolution of the chylothorax and subsequent chest tube removal after 37 days. The second case was a female infant born at 34+6 weeks (3,040 g), who was diagnosed with congenital chylothorax immediately after birth. Fasting and intravenous octreotide failed to show any clinical effects; therefore, the patient underwent pleurodesis for 3 consecutive days. After the procedure, the amount of pleural drainage substantially decreased, and the chest tube was removed after 14 days. In both cases, a temporal relation between pleurodesis and chylothorax resolution was observed, suggesting that hypertonic glucose pleurodesis may be an effective and safe alternative for treating refractory chylothorax in preterm infants with minimal side effects. Further studies are needed to establish the optimal protocol for this procedure and to compare its efficacy with that of other pleurodesis agents.

Neonatal chylothorax is a potentially fatal respiratory condition caused by a congenital or traumatic etiology. Conventional therapies, such as fasting, total parenteral nutrition, and intravenous octreotide, are generally successful in such cases; however, more invasive therapeutic measures, such as pleurodesis, should be considered in refractory cases. This case report presents two preterm infants with refractory chylothorax who were non-responsive to conventional treatment but were successfully managed using hypertonic glucose pleurodesis. The first case was that of a female infant born at 24+5 weeks of gestation (585 g) and diagnosed with postsurgical chylothorax at 68 days of life. Even after the initiation of fasting and intravenous octreotide administration, pleural drainage did not reduce. Therefore, the patient underwent three intermittent procedures of 50% glucose pleurodesis, which resulted in the resolution of the chylothorax and subsequent chest tube removal after 37 days. The second case was a female infant born at 34+6 weeks (3,040 g), who was diagnosed with congenital chylothorax immediately after birth. Fasting and intravenous octreotide failed to show any clinical effects; therefore, the patient underwent pleurodesis for 3 consecutive days. After the procedure, the amount of pleural drainage substantially decreased, and the chest tube was removed after 14 days. In both cases, a temporal relation between pleurodesis and chylothorax resolution was observed, suggesting that hypertonic glucose pleurodesis may be an effective and safe alternative for treating refractory chylothorax in preterm infants with minimal side effects. Further studies are needed to establish the optimal protocol for this procedure and to compare its efficacy with that of other pleurodesis agents.

Objective: The rapid societal changes have underscored the importance of effective stress detection and management. Chronic mental stress significantly contributes to both physical and psychological illnesses. However, many individuals often remain unaware of their stress levels until they face physical health issues, highlighting the necessity for regular stress monitoring. This study aimed to investigate the effectiveness of vocal biomarkers in detecting stress levels among healthy Korean employees and to contribute to digital healthcare solutions. Methods: We conducted a multi-center clinical study by collecting voice recordings from 115 healthy Korean employees under both relaxed and stress-induced conditions. Stress was induced using the socially evaluated cold pressor test. The Emphasized Channel Attention, Propagation and Aggregation in Time delay neural network (ECAPA-TDNN) deep learning architecture, renowned for its advanced capabilities in analyzing person-specific voice features, was employed to develop stress prediction scores. Results: The proposed model achieved a 70% accuracy rate in detecting stress. This performance underscores the potential of vocal biomarkers as a convenient and effective tool for individuals to self-monitor and manage their stress levels within digital healthcare frameworks. Conclusion The findings emphasize the promise of voice-based mental stress assessments within the Korean population and the importance of continued research on vocal biomarkers across diverse linguistic demographics.

Objective: The rapid societal changes have underscored the importance of effective stress detection and management. Chronic mental stress significantly contributes to both physical and psychological illnesses. However, many individuals often remain unaware of their stress levels until they face physical health issues, highlighting the necessity for regular stress monitoring. This study aimed to investigate the effectiveness of vocal biomarkers in detecting stress levels among healthy Korean employees and to contribute to digital healthcare solutions. Methods: We conducted a multi-center clinical study by collecting voice recordings from 115 healthy Korean employees under both relaxed and stress-induced conditions. Stress was induced using the socially evaluated cold pressor test. The Emphasized Channel Attention, Propagation and Aggregation in Time delay neural network (ECAPA-TDNN) deep learning architecture, renowned for its advanced capabilities in analyzing person-specific voice features, was employed to develop stress prediction scores. Results: The proposed model achieved a 70% accuracy rate in detecting stress. This performance underscores the potential of vocal biomarkers as a convenient and effective tool for individuals to self-monitor and manage their stress levels within digital healthcare frameworks. Conclusion The findings emphasize the promise of voice-based mental stress assessments within the Korean population and the importance of continued research on vocal biomarkers across diverse linguistic demographics.

Objective: This study examined whether related experts within the same organ know the standardized viscosity system of fluids and can manufacture solutions consistently. Methods: The subjects of this study were 22 rehabilitation ward nurses, 21 non-rehabilitation ward nurses, and 19 occupational therapists. The additional thickeners, manufacturing time and order, viscosity appropriateness, and solution homogeneity were measured for IDDSI level 4, 3, and 2 solutions manufactured using xanthan gum-based food thickeners. Results: The viscosity appropriateness in the three groups in stages IDDSI levels 4 and 3, but there was a significant difference among the three groups in stage IDDSI level 2. The factors affecting viscosity appropriateness were group and homogeneity of solution. The rehabilitation nurse group produced thicker solutions than the IDDSI standard compared to the other group. The homogeneity of the solution showed significant differences among the three groups in IDDSI levels 4, 3, and 2. The factors affecting homogeneity included the manufacturing order and job group, which often resulted in a clumping phenomenon when water was added first. Compared to the groups of therapists, the clumping phenomenon was significantly higher in the nurse (IDDSI level 3) and non-rehabilitation nurse groups (IDDSI level 4, 3) than the occupational therapists group. Conclusion This study showed that awareness and education about the liquid stage are necessary for medical personnel involved in hydration for patients with dysphagia and that consistent application using a standardized food thickener protocol at an institution is necessary.

Neonatal chylothorax is a potentially fatal respiratory condition caused by a congenital or traumatic etiology. Conventional therapies, such as fasting, total parenteral nutrition, and intravenous octreotide, are generally successful in such cases; however, more invasive therapeutic measures, such as pleurodesis, should be considered in refractory cases. This case report presents two preterm infants with refractory chylothorax who were non-responsive to conventional treatment but were successfully managed using hypertonic glucose pleurodesis. The first case was that of a female infant born at 24+5 weeks of gestation (585 g) and diagnosed with postsurgical chylothorax at 68 days of life. Even after the initiation of fasting and intravenous octreotide administration, pleural drainage did not reduce. Therefore, the patient underwent three intermittent procedures of 50% glucose pleurodesis, which resulted in the resolution of the chylothorax and subsequent chest tube removal after 37 days. The second case was a female infant born at 34+6 weeks (3,040 g), who was diagnosed with congenital chylothorax immediately after birth. Fasting and intravenous octreotide failed to show any clinical effects; therefore, the patient underwent pleurodesis for 3 consecutive days. After the procedure, the amount of pleural drainage substantially decreased, and the chest tube was removed after 14 days. In both cases, a temporal relation between pleurodesis and chylothorax resolution was observed, suggesting that hypertonic glucose pleurodesis may be an effective and safe alternative for treating refractory chylothorax in preterm infants with minimal side effects. Further studies are needed to establish the optimal protocol for this procedure and to compare its efficacy with that of other pleurodesis agents.

Neonatal chylothorax is a potentially fatal respiratory condition caused by a congenital or traumatic etiology. Conventional therapies, such as fasting, total parenteral nutrition, and intravenous octreotide, are generally successful in such cases; however, more invasive therapeutic measures, such as pleurodesis, should be considered in refractory cases. This case report presents two preterm infants with refractory chylothorax who were non-responsive to conventional treatment but were successfully managed using hypertonic glucose pleurodesis. The first case was that of a female infant born at 24+5 weeks of gestation (585 g) and diagnosed with postsurgical chylothorax at 68 days of life. Even after the initiation of fasting and intravenous octreotide administration, pleural drainage did not reduce. Therefore, the patient underwent three intermittent procedures of 50% glucose pleurodesis, which resulted in the resolution of the chylothorax and subsequent chest tube removal after 37 days. The second case was a female infant born at 34+6 weeks (3,040 g), who was diagnosed with congenital chylothorax immediately after birth. Fasting and intravenous octreotide failed to show any clinical effects; therefore, the patient underwent pleurodesis for 3 consecutive days. After the procedure, the amount of pleural drainage substantially decreased, and the chest tube was removed after 14 days. In both cases, a temporal relation between pleurodesis and chylothorax resolution was observed, suggesting that hypertonic glucose pleurodesis may be an effective and safe alternative for treating refractory chylothorax in preterm infants with minimal side effects. Further studies are needed to establish the optimal protocol for this procedure and to compare its efficacy with that of other pleurodesis agents.

Objective: The rapid societal changes have underscored the importance of effective stress detection and management. Chronic mental stress significantly contributes to both physical and psychological illnesses. However, many individuals often remain unaware of their stress levels until they face physical health issues, highlighting the necessity for regular stress monitoring. This study aimed to investigate the effectiveness of vocal biomarkers in detecting stress levels among healthy Korean employees and to contribute to digital healthcare solutions. Methods: We conducted a multi-center clinical study by collecting voice recordings from 115 healthy Korean employees under both relaxed and stress-induced conditions. Stress was induced using the socially evaluated cold pressor test. The Emphasized Channel Attention, Propagation and Aggregation in Time delay neural network (ECAPA-TDNN) deep learning architecture, renowned for its advanced capabilities in analyzing person-specific voice features, was employed to develop stress prediction scores. Results: The proposed model achieved a 70% accuracy rate in detecting stress. This performance underscores the potential of vocal biomarkers as a convenient and effective tool for individuals to self-monitor and manage their stress levels within digital healthcare frameworks. Conclusion The findings emphasize the promise of voice-based mental stress assessments within the Korean population and the importance of continued research on vocal biomarkers across diverse linguistic demographics.

Objective: The rapid societal changes have underscored the importance of effective stress detection and management. Chronic mental stress significantly contributes to both physical and psychological illnesses. However, many individuals often remain unaware of their stress levels until they face physical health issues, highlighting the necessity for regular stress monitoring. This study aimed to investigate the effectiveness of vocal biomarkers in detecting stress levels among healthy Korean employees and to contribute to digital healthcare solutions. Methods: We conducted a multi-center clinical study by collecting voice recordings from 115 healthy Korean employees under both relaxed and stress-induced conditions. Stress was induced using the socially evaluated cold pressor test. The Emphasized Channel Attention, Propagation and Aggregation in Time delay neural network (ECAPA-TDNN) deep learning architecture, renowned for its advanced capabilities in analyzing person-specific voice features, was employed to develop stress prediction scores. Results: The proposed model achieved a 70% accuracy rate in detecting stress. This performance underscores the potential of vocal biomarkers as a convenient and effective tool for individuals to self-monitor and manage their stress levels within digital healthcare frameworks. Conclusion The findings emphasize the promise of voice-based mental stress assessments within the Korean population and the importance of continued research on vocal biomarkers across diverse linguistic demographics.

Neonatal chylothorax is a potentially fatal respiratory condition caused by a congenital or traumatic etiology. Conventional therapies, such as fasting, total parenteral nutrition, and intravenous octreotide, are generally successful in such cases; however, more invasive therapeutic measures, such as pleurodesis, should be considered in refractory cases. This case report presents two preterm infants with refractory chylothorax who were non-responsive to conventional treatment but were successfully managed using hypertonic glucose pleurodesis. The first case was that of a female infant born at 24+5 weeks of gestation (585 g) and diagnosed with postsurgical chylothorax at 68 days of life. Even after the initiation of fasting and intravenous octreotide administration, pleural drainage did not reduce. Therefore, the patient underwent three intermittent procedures of 50% glucose pleurodesis, which resulted in the resolution of the chylothorax and subsequent chest tube removal after 37 days. The second case was a female infant born at 34+6 weeks (3,040 g), who was diagnosed with congenital chylothorax immediately after birth. Fasting and intravenous octreotide failed to show any clinical effects; therefore, the patient underwent pleurodesis for 3 consecutive days. After the procedure, the amount of pleural drainage substantially decreased, and the chest tube was removed after 14 days. In both cases, a temporal relation between pleurodesis and chylothorax resolution was observed, suggesting that hypertonic glucose pleurodesis may be an effective and safe alternative for treating refractory chylothorax in preterm infants with minimal side effects. Further studies are needed to establish the optimal protocol for this procedure and to compare its efficacy with that of other pleurodesis agents.