Publications by authors named "Michael Kuzniewicz"

Objective:  This study aimed to assess short-term neurodevelopmental outcomes for neonates affected by fetomaternal hemorrhage (FMH) and compare them with an unexposed group.

Study Design:  A retrospective cohort analysis was conducted within a large integrated medical system spanning from 2008 to 2018. Neurodevelopmental outcomes of neonatal survivors of FMH were compared with matched controls.

View Article and Find Full Text PDF
Article Synopsis
  • * Researchers analyzed data from around 41,000 term births, comparing 374 cases of HIE, 3,056 with fetal acidosis, and 37,546 healthy infants, using a random forest classifier for prediction.
  • * The system showed improved detection rates for HIE (61.8%) and fetal acidosis (48.3%) without increasing false positives in healthy infants, allowing for potential early clinical interventions.
View Article and Find Full Text PDF

Background And Objectives: The Kaiser Permanente Neonatal Early-Onset Sepsis (EOS) Calculator has been an effective tool for risk stratification to safely reduce newborn antibiotic exposure. The calculator was derived from data on infants born between 1993 and 2007. Since that time, US obstetric practice has adopted universal antepartum screening for group B Streptococcus and intrapartum antibiotic prophylaxis guidance has changed.

View Article and Find Full Text PDF

Importance: Epidural analgesia is used by approximately 70% of birthing persons in the US to alleviate labor pain and is a common cause of elevated temperature in the birthing parent during labor, which, in turn, is associated with adverse neonatal outcomes such as hypoxic-ischemic encephalopathy (HIE).

Objective: To determine whether epidural analgesia is associated with increased risk of HIE after adjusting for the birthing person's maximal temperature before epidural placement and for the propensity to get an epidural.

Design, Setting, And Participants: This retrospective, population-based cohort study was conducted at 15 Kaiser Permanente Northern California hospitals.

View Article and Find Full Text PDF

This article describes the methods used to build a large-scale database of more than 250,000 electronic fetal monitoring (EFM) records linked to a comprehensive set of clinical information about the infant, the mother, the pregnancy, labor, and outcome. The database can be used to investigate how birth outcome is related to clinical and EFM features. The main steps involved in building the database were: (1) Acquiring the raw EFM recording and clinical records for each birth.

View Article and Find Full Text PDF

Background: Patients with hypertensive disorders of pregnancy have a high rate of postpartum readmission.

Objective: This study aimed to evaluate whether the type of antihypertensive medication prescribed at discharge was associated with postpartum readmission after a hypertensive disorder of pregnancy.

Study Design: This was a retrospective cohort study of 57,254 pregnancies complicated by hypertensive disorders of pregnancy between 2012 and 2018 in the electronic obstetrical database of Kaiser Permanente Northern California.

View Article and Find Full Text PDF
Article Synopsis
  • This study focuses on improving the detection of fetuses at risk for fetal acidosis or hypoxic-ischemic encephalopathy (HIE) during labor by analyzing fetal heart rate (FHR) and uterine pressure (UP) signals.
  • A random forest classifier was developed to give intervention recommendations based on feature data from FHR and UP collected in 20-minute intervals, showing a significant increase in identifying at-risk babies well before delivery.
  • The system identified more cases of HIE and acidosis, suggesting early intervention opportunities that could lower HIE rates, despite a slight rise in cesarean section rates among healthy births.
View Article and Find Full Text PDF
Article Synopsis
  • The study investigates the effects of selective serotonin reuptake inhibitors (SSRIs) taken by pregnant women after 20 weeks on neonatal adaptation, which can be delayed in infants exposed to these medications.
  • Conducted on a large population of 280,090 infants born in Northern California from 2011 to 2019, it found that 11.2% of infants exposed to SSRIs experienced delayed adaptation compared to 4.4% in non-exposed infants.
  • The research suggests a significant, dose-dependent relationship between SSRI use in late pregnancy and delayed neonatal adaptation, especially with certain SSRIs like escitalopram and fluoxetine having the highest associated risks.
View Article and Find Full Text PDF

Nulliparous pregnancies, those where the mother has not previously given birth, are associated with longer labors and hence expose the fetus to more contractions and other adverse intrapartum conditions such as chorioamnionitis. The objective of the present study was to test if accounting for nulliparity could improve the detection of fetuses at increased risk of developing hypoxic-ischemic encephalopathy (HIE). During labor, clinicians assess the fetal heart rate and uterine pressure signals to identify fetuses at risk of developing HIE.

View Article and Find Full Text PDF

Background: Recent studies suggest that the incidence of perinatal hypoxic-ischemic encephalopathy (HIE) may be increasing in developed countries. However, this observed increase may be due to increased ascertainment and increased treatment with therapeutic hypothermia rather than an increase in disease burden. In a US population-based cross-sectional study, we determined the incidence of perinatal HIE over time.

View Article and Find Full Text PDF

Compared with the Finnegan Neonatal Abstinence Scoring System (FNASS), the Eat, Sleep, Console (ESC) approach reduces pharmacotherapy and length of stay (LOS) for neonatal opioid withdrawal syndrome (NOWS) infants. The independent outcome contribution of ESC is unknown as the approach combines ESC assessment with additional management changes. Our objective was to evaluate ESC assessment's independent impact on outcomes compared with FNASS.

View Article and Find Full Text PDF

Objectives: To estimate the effect of NICU admission of low-acuity infants born at 35 weeks' gestation versus care in a mother/baby unit, on inpatient and outpatient medical outcomes.

Methods: This retrospective cohort study included 5929 low-acuity infants born at 350/7 to 356/7 weeks' gestation at 13 Kaiser Permanente Northern California hospitals with level II or level III NICUs between January 1, 2011, and December 31, 2021. Exclusion criteria included congenital anomalies and early respiratory support or antibiotics.

View Article and Find Full Text PDF

Pregnant individuals with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are at a higher risk for adverse pregnancy outcomes. Previous small cohort studies have shown increased frequency of placental lesions associated with maternal vascular malperfusion, fetal vascular malperfusion, and inflammation among patients with SARS-CoV-2, without controlling for cardiometabolic risk factors among many such patients. We aimed to evaluate whether SARS-CoV-2 infection during pregnancy is independently associated with placental abnormalities when controlling for risk factors that could affect placental histopathology.

View Article and Find Full Text PDF

The opioid epidemic in the United States has resulted in a significant increase in opioid use disorder among pregnant women and a concomitant increase in the incidence of neonatal opioid withdrawal syndrome. The long-term consequences of prenatal opioid exposure on neurodevelopmental outcomes are not fully understood. Animal studies indicate increased neuronal apoptosis and decreased neuronal proliferation and myelination with opioid exposure in-utero.

View Article and Find Full Text PDF

Introduction: Approximately 5% of global preterm births are extremely premature (EP), defined as occurring at less than 28 weeks gestational age. Advances in care have led to an increase in the survival of EP infants during the neonatal period. However, EP infants have a higher risk of developing complications such as bronchopulmonary dysplasia (BPD), intraventricular hemorrhage (IVH), and retinopathy of prematurity (ROP).

View Article and Find Full Text PDF

Objective: Determine the accuracy of diagnostic codes in identifying Prenatal Opioid Exposure (POE) and Neonatal Opioid Withdrawal Syndrome (NOWS).

Study Design: A cross-sectional study of 374,222 mother-infant dyads with delivery from 01/01/2010 to 12/31/2019. We ascertained maternal diagnostic codes for opioid use during pregnancy and infant diagnostic codes for drug exposure and withdrawal.

View Article and Find Full Text PDF

Visual assessment of the evolution of fetal heart rate (FHR) and uterine pressure (UP) patterns is the standard of care in the intrapartum period. Unfortunately, this assessment has high levels of intra- and inter-observer variability. This study processed and analyzed FHR and UP patterns using computerized pattern recognition tools.

View Article and Find Full Text PDF

The research objective of our group is to improve the intrapartum detection of cardiotocography tracings associated with an increased risk of developing fetal acidosis and subsequent hypoxic-ischemic encephalopathy (HIE). The detection methods that we aim to develop must be sensitive to abnormal tracings without causing excessive unnecessary interventions. Past studies showed that the dynamic response of fetal heart rate (FHR) to uterine pressure (UP) during the intrapartum could be modelled using linear systems.

View Article and Find Full Text PDF

Background: Studies in newborns with mild neonatal encephalopathy (mNE) demonstrated normal outcomes, but recent literature suggests otherwise.

Methods: This retrospective cohort study examined inborn infants between 2014 and 2017. Biochemical and clinical characteristics determined the presence of NE and an encephalopathy score categorized infants as Definite or Possible mNE.

View Article and Find Full Text PDF

Background: Preterm birth is a leading cause of infant mortality, particularly for those born extremely prematurely (EP; <28 weeks' gestational age [GA]). Survivors are predisposed to complications such as bronchopulmonary dysplasia (BPD), chronic lung disease (CLD), intraventricular hemorrhage (IVH), and retinopathy of prematurity (ROP).

Aims: To examine the epidemiology, complications, and mortality/survival among EP infants.

View Article and Find Full Text PDF

Objectives: To estimate the effect of readmission for inpatient phototherapy on parent-reported exclusive and any breast milk feeding at 2-month well-child visits.

Methods: We performed a retrospective cohort study using electronic health record data. From births at 16 Kaiser Permanente Northern California hospitals (2013-2017), we identified a cohort of infants ≥35 weeks' gestation with outpatient total serum bilirubin levels ranging from 1 mg/dL below to 2.

View Article and Find Full Text PDF

Importance: Additional research from population-based studies is needed to inform the treatment of SARS-CoV-2 infection during pregnancy and to provide health risk information to pregnant individuals.

Objective: To assess the risk of perinatal complications associated with SARS-CoV-2 infection and to describe factors associated with hospitalizations.

Design, Setting, And Participants: This population-based cohort study included 43 886 pregnant individuals with longitudinal electronic health record data from preconception to delivery who delivered at Kaiser Permanente Northern California between March 1, 2020, and March 16, 2021.

View Article and Find Full Text PDF