Medicine and Health Sciences Commons^™

Improved Pediatric Icu Mortality Prediction For Respiratory Diseases: Machine Learning And Data Subdivision Insights, Johayra Prithula, Muhammad E H Chowdhury, Muhammad Salman Khan, Khalid Al-Ansari, Susu M Zughaier, Khandaker Reajul Islam, Abdulrahman Alqahtani

Journal Articles

The growing concern of pediatric mortality demands heightened preparedness in clinical settings, especially within intensive care units (ICUs). As respiratory-related admissions account for a substantial portion of pediatric illnesses, there is a pressing need to predict ICU mortality in these cases. This study based on data from 1188 patients, addresses this imperative using machine learning techniques and investigating different class balancing methods for pediatric ICU mortality prediction. This study employs the publicly accessible "Paediatric Intensive Care database" to train, validate, and test a machine learning model for predicting pediatric patient mortality. Features were ranked using three machine learning feature selection …

Neonatal Outcomes In The Surgical Management Of Placenta Accreta Spectrum Disorders: A Retrospective Single-Center Observational Study From 468 Vietnamese Pregnancies Beyond 28 Weeks Of Gestation, Phuc Nhon Nguyen, Anh Dinh Bao Vuong, Xuan Trang Thi Pham

Journal Articles

BACKGROUND: Placenta accreta spectrum disorders (PASDs) increase the mortality rate for mothers and newborns over a decade. Thus, the purpose of the study is to evaluate the neonatal outcomes in emergency cesarean section (CS) and planned surgery as well as in Cesarean hysterectomy and the modified one-step conservative uterine surgery (MOSCUS). The secondary aim is to reveal the factors relating to poor neonatal outcomes.

METHODS: This was a single-center retrospective study conducted between 2019 and 2020 at Tu Du Hospital, in the southern region of Vietnam. A total of 497 pregnant women involved in PASDs beyond 28 weeks of gestation …

Aortic Arch Reconstruction Using Nonvalved Femoral Vein Homograft In High-Risk Neonates, Kyle G Mitchell, Julija Dobrila, Blaz Podgorsek, Christopher Greenleaf, Peter Chen, Jorge D Salazar, Damien J Lapar

Journal Articles

Aortic arch obstruction is often present with complex concomitant congenital heart defects (CHDs). The use of nonvalved femoral vein homograft (FVH) to reconstruct the aortic arch has distinct surgical advantages, including simplified reconstruction. We present an intraoperative video of a Yasui procedure utilizing FVH for aortic reconstruction in a 12-day-old (2.2 kg) neonate with right ventricular outflow tract obstruction, malalignment ventricular septal defect, aortic valve atresia, aortic arch hypoplasia, atrial septal defect, and ductal dependent systemic circulation. Further, we report outcomes for a series of three additional neonatal patients with complex CHD and aortic arch obstruction who underwent FVH arch …

A National, Electronic Health Record-Based Study Of Perinatal Hemorrhagic And Ischemic Stroke, Stuart Fraser, Samantha M Levy, Yashar Talebi, Sean I Savitz, Alicia Zha, Gen Zhu, Hulin Wu

Journal Articles

BACKGROUND: Perinatal stroke occurs in approximately 1 in 1100 live births. Large electronic health record (EHR) data can provide information on exposures associated with perinatal stroke in a larger number of patients than is achievable through traditional clinical studies. The objective of this study is to assess prevalence and odds ratios of known and theorized comorbidities with perinatal ischemic and hemorrhagic stroke.

METHODS: The data for patients aged 0-28 days with a diagnosis of either ischemic or hemorrhagic stroke were extracted from the Cerner Health Facts Electronic Medical Record (EMR) database. Incidence of birth demographics and perinatal complications were recorded. …

Preliminary Findings From The Gulf War Women's Cohort: Reproductive And Children's Health Outcomes Among Women Veterans, Alexa Friedman, Patricia A Janulewicz Lloyd, Jeffrey Carlson, Emily Quinn, Dylan Keating, Rosemary Toomey, Timothy Heeren, Steven S Coughlin, Glenn Markenson, Maxine Krengel, Kimberly Sullivan

Journal Articles

Reproductive outcomes, such as preterm birth, miscarriage/stillbirth, and pre-eclampsia, are understudied in veterans, particularly among Gulf War veterans (GWVs). During deployment, women GWVs were exposed to toxicant and nontoxicant exposures that may be associated with adverse reproductive and developmental outcomes. The data come from a survey of 239 participants from northeastern and southern U.S. cohorts of women veterans. The questionnaire collected information about the service history, current and past general health, reproductive and family health, demographic information, and deployment exposures. Odds ratios were computed with 95% confidence intervals between exposures in theater and reproductive/children's health outcomes. GWVs experienced adverse reproductive …

Implementing A Robust Process Improvement Program In The Neonatal Intensive Care Unit To Reduce Harm, Klaus G Nether, Eric J Thomas, Amir Khan, Madelene J Ottosen, Lauren Yager

Journal Articles

INTRODUCTION: Preventable harm continues to occur with critically ill neonates despite efforts by hospital neonatal intensive care units (NICUs) to improve processes and reduce harm. Attaining significant and sustainable improvements will require training including leadership support, mentoring, and patient family engagement to improve care processes. This paper describes the implementation of a robust process improvement (RPI) program in the NICU to reduce harm.

METHODS: Leaders, staff, and parents were trained in RPI concepts and tools. Multidisciplinary teams including parent members applied the training and received regular mentorship for their improvement initiatives.

RESULTS: Participants (N = 67) completed pretraining and post-training …

Development And Testing Of The Stakeholder Quality Improvement Perspectives Survey (Squips), Eric Fris, Emily Sedlock, Jason Etchegaray, Madelene J Ottosen, Ronald Pucio, Tejal Mistry, Tamara Saunders, Andrada Tomoaia-Cotisel, Eric J Thomas

Journal Articles

BACKGROUND: To create a theory-informed survey that quality improvement (QI) teams can use to understand stakeholder perceptions of an intervention.

METHOD: We created the survey then performed a cross-sectional survey of QI stakeholders of three QI projects. The projects sought to: (1) reduce unplanned extubations in a neonatal intensive care unit; (2) maintain normothermia during colorectal surgery and (3) reduce specimen processing errors for ambulatory gastroenterology procedures. We report frequencies of responses to survey items, results of exploratory factor analysis, and how QI team leaders used the results.

RESULTS: Overall we received surveys from 319 out of 386 eligible stakeholders …

Safety Climate, Safety Climate Strength, And Length Of Stay In The Nicu, Daniel S Tawfik, Eric J Thomas, Timothy J Vogus, Jessica B Liu, Paul J Sharek, Courtney C Nisbet, Henry C Lee, J Bryan Sexton, Jochen Profit

Journal Articles

BACKGROUND: Safety climate is an important marker of patient safety attitudes within health care units, but the significance of intra-unit variation of safety climate perceptions (safety climate strength) is poorly understood. This study sought to examine the standard safety climate measure (percent positive response (PPR)) and safety climate strength in relation to length of stay (LOS) of very low birth weight (VLBW) infants within California neonatal intensive care units (NICUs).

METHODS: Observational study of safety climate from 2073 health care providers in 44 NICUs. Consistent perceptions among a NICU's respondents, i.e., safety climate strength, was determined via intra-unit standard deviation …

Vitamin D Status And Risk Of Incident Tuberculosis Disease: A Nested Case-Control Study, Systematic Review, And Individual-Participant Data Meta-Analysis, Omowunmi Aibana, Chuan-Chin Huang, Said Aboud, Alberto Arnedo-Pena, Mercedes C Becerra, Juan Bautista Bellido-Blasco, Ramesh Bhosale, Roger Calderon, Silvia Chiang, Carmen Contreras, Ganmaa Davaasambuu, Wafaie W Fawzi, Molly F Franke, Jerome T Galea, Daniel Garcia-Ferrer, Maria Gil-Fortuño, Barbará Gomila-Sard, Amita Gupta, Nikhil Gupte, Rabia Hussain, Jesus Iborra-Millet, Najeeha T Iqbal, Jose Vicente Juan-Cerdán, Aarti Kinikar, Leonid Lecca, Vidya Mave, Noemi Meseguer-Ferrer, Grace Montepiedra, Ferdinand M Mugusi, Olumuyiwa A Owolabi, Julie Parsonnet, Freddy Roach-Poblete, Maria Angeles Romeu-García, Stephen A Spector, Christopher R Sudfeld, Mark W Tenforde, Toyin O Togun, Rosa Yataco, Zibiao Zhang, Megan B Murray

Journal Articles

BACKGROUND: Few studies have evaluated the association between preexisting vitamin D deficiency and incident tuberculosis (TB). We assessed the impact of baseline vitamins D levels on TB disease risk.

METHODS AND FINDINGS: We assessed the association between baseline vitamin D and incident TB in a prospective cohort of 6,751 HIV-negative household contacts of TB patients enrolled between September 1, 2009, and August 29, 2012, in Lima, Peru. We screened for TB disease at 2, 6, and 12 months after enrollment. We defined cases as household contacts who developed TB disease at least 15 days after enrollment of the index patient. …

Exome Sequencing Identifies Gene Variants And Networks Associated With Extreme Respiratory Outcomes Following Preterm Birth, Aaron Hamvas, Rui Feng, Yingtao Bi, Fan Wang, Soumyaroop Bhattacharya, Jared Mereness, Madhurima Kaushal, C Michael Cotten, Philip L Ballard, Thomas J Mariani

Journal Articles

BACKGROUND: Previous studies have identified genetic variants associated with bronchopulmonary dysplasia (BPD) in extremely preterm infants. However, findings with genome-wide significance have been rare, and not replicated. We hypothesized that whole exome sequencing (WES) of premature subjects with extremely divergent phenotypic outcomes could facilitate the identification of genetic variants or gene networks contributing disease risk.

RESULTS: The Prematurity and Respiratory Outcomes Program (PROP) recruited a cohort of > 765 extremely preterm infants for the identification of markers of respiratory morbidity. We completed WES on 146 PROP subjects (85 affected, 61 unaffected) representing extreme phenotypes of early respiratory morbidity. We tested for …

Maternal And Neonatal Outcomes By Labor Onset Type And Gestational Age, Jennifer L Bailit, Kimberly D Gregory, Uma M Reddy, Victor H Gonzalez-Quintero, Judith U Hibbard, Mildred M Ramirez, D Ware Branch, Ronald Burkman, Shoshana Haberman, Christos G Hatjis, Matthew K Hoffman, Michelle Kominiarek, Helain J Landy, Lee A Learman, James Troendle, Paul Van Veldhuisen, Isabelle Wilkins, Liping Sun, Jun Zhang

Journal Articles

OBJECTIVE: We sought to determine maternal and neonatal outcomes by labor onset type and gestational age.

STUDY DESIGN: We used electronic medical records data from 10 US institutions in the Consortium on Safe Labor on 115,528 deliveries from 2002 through 2008. Deliveries were divided by labor onset type (spontaneous, elective induction, indicated induction, unlabored cesarean). Neonatal and maternal outcomes were calculated by labor onset type and gestational age.

RESULTS: Neonatal intensive care unit admissions and sepsis improved with each week of gestational age until 39 weeks (P < .001). After adjusting for complications, elective induction of labor was associated with a lower risk of ventilator use (odds ratio [OR], 0.38; 95% confidence interval [CI], 0.28-0.53), sepsis (OR, 0.36; 95% CI, 0.26-0.49), and neonatal intensive care unit admissions (OR, 0.52; 95% CI, 0.48-0.57) compared to spontaneous labor. The relative risk of hysterectomy at term was 3.21 (95% CI, 1.08-9.54) with elective induction, 1.16 (95% CI, 0.24-5.58) with indicated induction, and 6.57 (95% CI, 1.78-24.30) with cesarean without labor compared to spontaneous labor.

CONCLUSION: Some neonatal outcomes improved until 39 weeks. Babies born with elective induction …

Aggressive Vs Conservative Phototherapy For Infants With Extremely Low Birth Weight, Brenda H Morris, William Oh, Jon E Tyson, David K Stevenson, Dale L Phelps, T Michael O'Shea, Georgia E Mcdavid, Rebecca L Perritt, Krisa P Van Meurs, Betty R Vohr, Cathy Grisby, Qing Yao, Claudia Pedroza, Abhik Das, W Kenneth Poole, Waldemar A Carlo, Shahnaz Duara, Abbot R Laptook, Walid A Salhab, Seetha Shankaran, Brenda B Poindexter, Avroy A Fanaroff, Michele C Walsh, Maynard R Rasmussen, Barbara J Stoll, C Michael Cotten, Edward F Donovan, Richard A Ehrenkranz, Ronnie Guillet, Rosemary D Higgins

Journal Articles

BACKGROUND: It is unclear whether aggressive phototherapy to prevent neurotoxic effects of bilirubin benefits or harms infants with extremely low birth weight (1000 g or less).

METHODS: We randomly assigned 1974 infants with extremely low birth weight at 12 to 36 hours of age to undergo either aggressive or conservative phototherapy. The primary outcome was a composite of death or neurodevelopmental impairment determined for 91% of the infants by investigators who were unaware of the treatment assignments.

RESULTS: Aggressive phototherapy, as compared with conservative phototherapy, significantly reduced the mean peak serum bilirubin level (7.0 vs. 9.8 mg per deciliter [120 …

Outcomes Of Safety And Effectiveness In A Multicenter Randomized, Controlled Trial Of Whole-Body Hypothermia For Neonatal Hypoxic-Ischemic Encephalopathy, Seetha Shankaran, Athina Pappas, Abbott R Laptook, Scott A Mcdonald, Richard A Ehrenkranz, Jon E Tyson, Michelle Walsh, Ronald N Goldberg, Rosemary D Higgins, Abhik Das

Journal Articles

BACKGROUND: Whole-body hypothermia reduced the frequency of death or moderate/severe disabilities in neonates with hypoxic-ischemic encephalopathy in a randomized, controlled multicenter trial.

OBJECTIVE: Our goal was to evaluate outcomes of safety and effectiveness of hypothermia in infants up to 18 to 22 months of age.

DESIGN/METHODS: A priori outcomes were evaluated between hypothermia (n = 102) and control (n = 106) groups.

RESULTS: Encephalopathy attributable to causes other than hypoxia-ischemia at birth was not noted. Inotropic support (hypothermia, 59% of infants; control, 56% of infants) was similar during the 72-hour study intervention period in both groups. Need for blood transfusions …

Effects Of Hypoxic-Ischemic Encephalopathy And Whole-Body Hypothermia On Neonatal Auditory Function: A Pilot Study, Ulrike Mietzsch, Nehal A Parikh, Amber L Williams, Seetha Shankaran, Robert E Lasky

Journal Articles

We assessed the effects of hypoxic-ischemic encephalopathy (HIE) and whole-body hypothermia therapy on auditory brain stem evoked responses (ABRs) and distortion product otoacoustic emissions (DPOAEs). We performed serial assessments of ABRs and DPOAEs in newborns with moderate or severe HIE, randomized to hypothermia ( N = 4) or usual care ( N = 5). Participants were five boys and four girls with mean gestational age (standard deviation) of 38.9 (1.8) weeks. During the first week of life, peripheral auditory function, as measured by the DPOAEs, was disrupted in all nine subjects. ABRs were delayed but central transmission was intact, suggesting …

Intensive Care For Extreme Prematurity--Moving Beyond Gestational Age, Jon E Tyson, Nehal A Parikh, John Langer, Charles Green, Rosemary D Higgins

Journal Articles

BACKGROUND: Decisions regarding whether to administer intensive care to extremely premature infants are often based on gestational age alone. However, other factors also affect the prognosis for these patients.

METHODS: We prospectively studied a cohort of 4446 infants born at 22 to 25 weeks' gestation (determined on the basis of the best obstetrical estimate) in the Neonatal Research Network of the National Institute of Child Health and Human Development to relate risk factors assessable at or before birth to the likelihood of survival, survival without profound neurodevelopmental impairment, and survival without neurodevelopmental impairment at a corrected age of 18 to …

Ambulatory Care Adverse Events And Preventable Adverse Events Leading To A Hospital Admission, Donna M Woods, Eric J Thomas, Jane L Holl, Kevin B Weiss, Troyen A Brennan

Journal Articles

BACKGROUND: Most healthcare in the US is delivered in the ambulatory care setting, but the epidemiology of errors and adverse events in ambulatory care is understudied.

METHODS: Using the population-based data from the Colorado and Utah Medical Practices Study, we identified adverse events that occurred in an ambulatory care setting and led to hospital admission. Proportions with 95% CIs are reported.

RESULTS: We reviewed 14,700-hospital discharge records and found 587 adverse events of which 70 were ambulatory care adverse events (AAEs) and 31 were ambulatory care preventable adverse events (APAEs). When weighted to the general population, there were 2608 AAEs …

Treatment Evolution In High-Risk Congenital Diaphragmatic Hernia: Ten Years' Experience With Diaphragmatic Agenesis, Kevin P Lally, Pamela A Lally, Krisa P Van Meurs, Desmond J Bohn, Carl F Davis, Bradley Rodgers, Jatinder Bhatia, Golde Dudell

Journal Articles

OBJECTIVE: The objective of this study was to evaluate the impact of newer therapies on the highest risk patients with congenital diaphragmatic hernia (CDH), those with agenesis of the diaphragm.

SUMMARY BACKGROUND DATA: CDH remains a significant cause of neonatal mortality. Many novel therapeutic interventions have been used in these infants. Those children with large defects or agenesis of the diaphragm have the highest mortality and morbidity.

METHODS: Twenty centers from 5 countries collected data prospectively on all liveborn infants with CDH over a 10-year period. The treatment and outcomes in these patients were examined. Patients were followed until death …