Celina L Brunsch
Biographic Data
| ID | 8258659 |
|---|---|
| NAME | Celina L Brunsch |
| GIVEN NAMES | Celina L |
| FAMILY NAME | Brunsch |
| SIGNATURE | BRUNSCH C L |
| AFFILIATIONS | University Medical Center Groningen |
| ORCID | 0000-0002-3394-7423 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Using Vital Signs for the Early Prediction of Necrotizing Enterocolitis in Preterm Neonates with Machine Learning
Using vital signs, we predicted NEC in the first 5 postnatal days with an F1-score up to 0.82. Splanchnic and cerebral oxygenation were the most contributing vital predictors. This pioneering effort in early NEC prediction using vital signs underscores the potential for targeted preventive measures and also emphasizes the need for additional data in future studies
Cerebrovascular Autoregulation in Preterm Infants Using Heart Rate or Blood Pressure
In conclusion, HR and MABP do not seem interchangeable when assessing CAR in preterm infants
Early Cerebrovascular Autoregulation in Neonates with Congenital Heart Disease
Neonates with congenital heart disease (CHD) display delayed brain development, predisposing them to impaired cerebrovascular autoregulation (CAR) and ischemic brain injury. For this paper, we analyzed the percentage of time with impaired CAR (%time impaired CAR) during the first 72 h after birth, the relation with clinical factors, and survival in 57 neonates with CHD. The primary outcome was a correlation coefficient of cerebral oxygenation (r …
No prominent works on this page.
Early Cerebrovascular Autoregulation in Neonates with Congenital Heart Disease
Neonates with congenital heart disease (CHD) display delayed brain development, predisposing them to impaired cerebrovascular autoregulation (CAR) and ischemic brain injury. For this paper, we analyzed the percentage of time with impaired CAR (%time impaired CAR) during the first 72 h after birth, the relation with clinical factors, and survival in 57 neonates with CHD. The primary outcome was a correlation coefficient of cerebral oxygenation (r …
Using Vital Signs for the Early Prediction of Necrotizing Enterocolitis in Preterm Neonates with Machine Learning
Using vital signs, we predicted NEC in the first 5 postnatal days with an F1-score up to 0.82. Splanchnic and cerebral oxygenation were the most contributing vital predictors. This pioneering effort in early NEC prediction using vital signs underscores the potential for targeted preventive measures and also emphasizes the need for additional data in future studies
Cerebrovascular Autoregulation in Preterm Infants Using Heart Rate or Blood Pressure
In conclusion, HR and MABP do not seem interchangeable when assessing CAR in preterm infants
Internal Medicine (3 works) · Medicine (3 works) · Anesthesia (2 works) · Autoregulation (2 works) · Blood pressure (2 works) · Cardiology (2 works) · Cerebral autoregulation (2 works) · Congenital Heart Disease Studies (2 works) · Neonatal and fetal brain pathology (2 works) · Pediatrics (2 works)