| Title |
Pointwise hypothesis testing of biomedical near-infrared spectroscopy signals |
| Authors |
Gervytė, Miglė ; Žvirblis, Tadas |
| DOI |
10.15388/LMITT.2025.4 |
| Full Text |
|
| Is Part of |
Lietuvos magistrantų informatikos ir IT tyrimai: konferencijos darbai, 2025 m. gegužės 13 d... Vilnius : Vilniaus universiteto leidykla. 2025, p. 28-36.. eISSN 2783-784X |
| Keywords [eng] |
biomedical near-infrared spectroscopy signals ; pointwise data analysis ; functional data analysis ; pointwise hypothesis testing ; pointwise ANOVA ; pointwise post-hoc Tukey’s HSD test |
| Abstract [eng] |
This study uses a pointwise statistical approach to analyze Near-Infrared Spectroscopy (NIRS) signals in preterm infants with and without Patent Ductus Arteriosus (PDA). Three oxygenation signals—SpO2, rSO2-1 (cerebral), and rSO2-2 (renal)—were analyzed across no-PDA, PDA, and hsPDA groups. Smoothed signals were tested using pointwise ANOVA and Tukey HSD to detect significant group differences. Results showed distinct patterns in rSO2-1 and rSO2-2, with the hsPDA group standing out in rSO2-1 and the no-PDA group in rSO2-2, demonstrating the value of this method in biomedical signal analysis. |
| Published |
Vilnius : Vilniaus universiteto leidykla |
| Type |
Conference paper |
| Language |
English |
| Publication date |
2025 |
| CC license |
|
